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Rafeek R, Mondal D. Achievable Information-Energy Exchange in a Brownian Information Engine through Potential Profiling. J Phys Chem B 2025; 129:2971-2977. [PMID: 40045511 DOI: 10.1021/acs.jpcb.5c00036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2025]
Abstract
The information engine extracts work from a single heat bath using mutual information obtained during the operation cycle. This study investigates the influence of potential shaping in a Brownian information engine (BIE) in harnessing the information from thermal fluctuations. We designed a BIE by considering an overdamped Brownian particle inside a confined potential and introducing an appropriate symmetric feedback cycle. We find that the upper bound of the extractable work for a BIE with a monostable centrosymmetric confining potential, with a stable state at the potential center, depends on the bath temperature and the convexity of the confinement. A concave confinement is more efficient than a convex one for an information-energy exchange. For a bistable confinement with an unstable center and two symmetric stable basins, one can find an engine-to-refrigeration transition beyond a certain barrier height related to the energy difference between the energy barrier and the stable basins. Finally, we use the concavity-induced gain in information harnessing to device a BIE in the presence of a multistable potential that can harvest even more energy than monostable confinement.
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Affiliation(s)
- Rafna Rafeek
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Debasish Mondal
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
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2
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Wolpert DH, Korbel J, Lynn CW, Tasnim F, Grochow JA, Kardeş G, Aimone JB, Balasubramanian V, De Giuli E, Doty D, Freitas N, Marsili M, Ouldridge TE, Richa AW, Riechers P, Roldán É, Rubenstein B, Toroczkai Z, Paradiso J. Is stochastic thermodynamics the key to understanding the energy costs of computation? Proc Natl Acad Sci U S A 2024; 121:e2321112121. [PMID: 39471216 PMCID: PMC11551414 DOI: 10.1073/pnas.2321112121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2024] Open
Abstract
The relationship between the thermodynamic and computational properties of physical systems has been a major theoretical interest since at least the 19th century. It has also become of increasing practical importance over the last half-century as the energetic cost of digital devices has exploded. Importantly, real-world computers obey multiple physical constraints on how they work, which affects their thermodynamic properties. Moreover, many of these constraints apply to both naturally occurring computers, like brains or Eukaryotic cells, and digital systems. Most obviously, all such systems must finish their computation quickly, using as few degrees of freedom as possible. This means that they operate far from thermal equilibrium. Furthermore, many computers, both digital and biological, are modular, hierarchical systems with strong constraints on the connectivity among their subsystems. Yet another example is that to simplify their design, digital computers are required to be periodic processes governed by a global clock. None of these constraints were considered in 20th-century analyses of the thermodynamics of computation. The new field of stochastic thermodynamics provides formal tools for analyzing systems subject to all of these constraints. We argue here that these tools may help us understand at a far deeper level just how the fundamental thermodynamic properties of physical systems are related to the computation they perform.
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Affiliation(s)
- David H. Wolpert
- Santa Fe Institute, Santa Fe, NM87501
- Complexity Science Hub Vienna, Vienna1080, Austria
- School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ85287
- The Abdus Salam International Centre for Theoretical Physics, Trieste34151, Italy
- Albert Einstein Institute for Advanced Study in the Life Sciences, New York, NY10467
| | - Jan Korbel
- Complexity Science Hub Vienna, Vienna1080, Austria
- Institute for the Science of Complex Systems, Center for Medical Data Science (CeDAS), Medical University of Vienna, Vienna1090, Austria
| | - Christopher W. Lynn
- Center for the Physics of Biological Function, Princeton University, Princeton, NJ08544
- Center for the Physics of Biological Function, City University of New York, New York, NY10017
- Department of Physics, Yale University, New Haven, CT06520
| | | | - Joshua A. Grochow
- Department of Computer Science, University of Colorado Boulder, Boulder, CO80309
| | - Gülce Kardeş
- Santa Fe Institute, Santa Fe, NM87501
- Department of Computer Science, University of Colorado Boulder, Boulder, CO80309
| | | | - Vijay Balasubramanian
- Santa Fe Institute, Santa Fe, NM87501
- David Rittenhouse Laboratory, University of Pennsylvania, Philadelphia, PA19104
- Rudolf Peierls Centre for Theoretical Physics, University of Oxford, OX1 3PU, Oxford, United Kingdom
| | - Eric De Giuli
- Department of Physics, Toronto Metropolitan University, M5B 2K3, Toronto, ON, Canada
| | - David Doty
- Department of Computer Science, University of California, 95616, Davis, CA
| | - Nahuel Freitas
- Department of Physics, University of Buenos Aires, C1053, Buenos Aires, Argentina
| | - Matteo Marsili
- The Abdus Salam International Centre for Theoretical Physics, Trieste34151, Italy
| | - Thomas E. Ouldridge
- Department of Bioengineering, Imperial College London, SW7 2AZ, London, United Kingdom
- Centre for Synthetic Biology, Imperial College London, SW7 2AZ, London, United Kingdom
| | - Andréa W. Richa
- School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ85287
| | - Paul Riechers
- School of Physical and Mathematical Sciences, Nanyang Quantum Hub, Nanyang Technological University, Singapore639798, Singapore
| | - Édgar Roldán
- The Abdus Salam International Centre for Theoretical Physics, Trieste34151, Italy
| | | | - Zoltan Toroczkai
- Department of Physics and Astronomy, University of Notre Dame, Notre Dame, IN46556
| | - Joseph Paradiso
- Massachusetts Institute of Technology Media Lab, Massachusetts Institute of Technology, Cambridge, MA02139
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3
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Kopp RA, Klapp SHL. Heat production in a stochastic system with nonlinear time-delayed feedback. Phys Rev E 2024; 110:054126. [PMID: 39690606 DOI: 10.1103/physreve.110.054126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/25/2024] [Indexed: 12/19/2024]
Abstract
Using the framework of stochastic thermodynamics we study heat production related to the stochastic motion of a particle driven by repulsive, nonlinear, time-delayed feedback. Recently it has been shown that this type of feedback can lead to persistent motion above a threshold in parameter space [R. A. Kopp et al., Phys. Rev. E 107, 024611 (2023)2470-004510.1103/PhysRevE.107.024611]. Here we investigate, numerically and by analytical methods, the rate of heat production in the different regimes around the threshold to persistent motion. We find a nonzero average heat production rate, 〈q[over ̇]〉, already below the threshold, indicating the nonequilibrium character of the system even at small feedback. In this regime, we compare to analytical results for a corresponding linearized delayed system and a small-delay approximation which provides a reasonable description of 〈q[over ̇]〉 at small repulsion (or delay time). Beyond the threshold, the rate of heat production is much larger and shows a maximum as a function of the delay time. In this regime, 〈q[over ̇]〉 can be approximated by that of a system subject to a constant force stemming from the long-time velocity in the deterministic limit. The distribution of dissipated heat, however, is non-Gaussian, contrary to the constant-force case.
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4
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Prech K, Potts PP. Quantum Fluctuation Theorem for Arbitrary Measurement and Feedback Schemes. PHYSICAL REVIEW LETTERS 2024; 133:140401. [PMID: 39423400 DOI: 10.1103/physrevlett.133.140401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/11/2023] [Accepted: 09/04/2024] [Indexed: 10/21/2024]
Abstract
Fluctuation theorems and the second law of thermodynamics are powerful relations constraining the behavior of out-of-equilibrium systems. While there exist generalizations of these relations to feedback controlled quantum systems, their applicability is limited, in particular when considering strong and continuous measurements. In this Letter, we overcome this shortcoming by deriving a novel fluctuation theorem, and the associated second law of information thermodynamics, which remain applicable in arbitrary feedback control scenarios. In our second law, the entropy production is bounded by the coarse-grained entropy production that is inferrable from the measurement outcomes, an experimentally accessible quantity that does not diverge even under strong continuous measurements. We illustrate our results by a qubit undergoing discrete and continuous measurement, where our approach provides a useful bound on the entropy production for all measurement strengths.
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5
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Rafeek R, Mondal D. Active Brownian information engine: Self-propulsion induced colossal performance. J Chem Phys 2024; 161:124116. [PMID: 39329308 DOI: 10.1063/5.0229087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 09/11/2024] [Indexed: 09/28/2024] Open
Abstract
The information engine is a feedback mechanism that extorts work from a single heat bath using the mutual information earned during the measurement. We consider an overdamped active Ornstein-Uhlenbeck particle trapped in a 1D harmonic oscillator. The particle experiences fluctuations from an inherent thermal bath with a diffusion coefficient (D) and an active reservoir, with characteristic correlation time (τa) and strength (Da). We design a feedback-driven active Brownian information engine (ABIE) and analyze its best performance criteria. The optimal functioning criteria, the information gained during measurement, and the excess output work are reliant on the dispersion of the steady-state distribution of the particle's position. The extent of enhanced performance of such ABIE depends on the relative values of two underlying time scales of the process, namely, thermal relaxation time (τr) and the characteristic correlation time (τa). In the limit of τa/τr → 0, one can achieve the upper bound on colossal work extraction as ∼0.202γ(D+Da) (γ is the friction coefficient). The excess amount of extracted work reduces and converges to its passive counterpart (∼0.202γD) in the limit of τa/τr → high. Interestingly, when τa/τr = 1, half the upper bound of excess work is achieved irrespective of the strength of either reservoirs, thermal or active. Finally, we look into the average displacement of active Brownian particles in each feedback cycle, which surpasses its thermal analog due to the broader marginal probability distribution.
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Affiliation(s)
- Rafna Rafeek
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Debasish Mondal
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
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6
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V K, Joseph T. Information engine with feedback delay based on a two-level system. Phys Rev E 2024; 109:034121. [PMID: 38632813 DOI: 10.1103/physreve.109.034121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 02/26/2024] [Indexed: 04/19/2024]
Abstract
An information engine based on a two-level system in contact with a thermal reservoir is studied analytically. The model incorporates delay time between the measurement of the state of the system and the feedback. The engine efficiency and work extracted per cycle are studied as a function of delay time and energy spacing between the two levels. It is found that the range of delay time over which one can extract work from the information engine increases with temperature. For delay times comparable to the relaxation time, efficiency and work per cycle are maxima when k_{B}T≈2U_{0}, the energy difference between the levels. The generalized Jarzynski equality and the generalized integral fluctuation theorem are explicitly verified for the model. The results from the model are compared with the simulation results for a feedback engine based on a particle moving in a one-dimensional square potential. The variation of efficiency, work per cycle, and efficacy with the delay time is compared using relaxation time in the two-level model as the fitting parameter, leading to a good fit.
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Affiliation(s)
- Kiran V
- Department of Physics, BITS Pilani K K Birla Goa Campus, Zuarinagar 403726, Goa, India
| | - Toby Joseph
- Department of Physics, BITS Pilani K K Birla Goa Campus, Zuarinagar 403726, Goa, India
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7
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Saha TK, Ehrich J, Gavrilov M, Still S, Sivak DA, Bechhoefer J. Information Engine in a Nonequilibrium Bath. PHYSICAL REVIEW LETTERS 2023; 131:057101. [PMID: 37595211 DOI: 10.1103/physrevlett.131.057101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 06/29/2023] [Indexed: 08/20/2023]
Abstract
Information engines can convert thermal fluctuations of a bath at temperature T into work at rates of order k_{B}T per relaxation time of the system. We show experimentally that such engines, when in contact with a bath that is out of equilibrium, can extract much more work. We place a heavy, micron-scale bead in a harmonic potential that ratchets up to capture favorable fluctuations. Adding a fluctuating electric field increases work extraction up to ten times, limited only by the strength of the applied field. Our results connect Maxwell's demon with energy harvesting and demonstrate that information engines in nonequilibrium baths can greatly outperform conventional engines.
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Affiliation(s)
- Tushar K Saha
- Department of Physics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
| | - Jannik Ehrich
- Department of Physics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
- Department of Physics and Astronomy, University of Hawaii at Mānoa, Honolulu, Hawaii 96822, USA
| | - Momčilo Gavrilov
- Department of Physics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
| | - Susanne Still
- Department of Physics and Astronomy, University of Hawaii at Mānoa, Honolulu, Hawaii 96822, USA
| | - David A Sivak
- Department of Physics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
| | - John Bechhoefer
- Department of Physics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
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8
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Fadler P, Friedenberger A, Lutz E. Efficiency at Maximum Power of a Carnot Quantum Information Engine. PHYSICAL REVIEW LETTERS 2023; 130:240401. [PMID: 37390443 DOI: 10.1103/physrevlett.130.240401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/17/2023] [Indexed: 07/02/2023]
Abstract
Optimizing the performance of thermal machines is an essential task of thermodynamics. We here consider the optimization of information engines that convert information about the state of a system into work. We concretely introduce a generalized finite-time Carnot cycle for a quantum information engine and optimize its power output in the regime of low dissipation. We derive a general formula for its efficiency at maximum power valid for arbitrary working media. We further investigate the optimal performance of a qubit information engine subjected to weak energy measurements.
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Affiliation(s)
- Paul Fadler
- Department of Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg, D-91058 Erlangen, Germany
| | - Alexander Friedenberger
- Department of Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg, D-91058 Erlangen, Germany
| | - Eric Lutz
- Institute for Theoretical Physics I, University of Stuttgart, D-70550 Stuttgart, Germany
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9
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Bell-Davies MCR, Curran A, Liu Y, Dullens RPA. Dynamics of a colloidal particle driven by continuous time-delayed feedback. Phys Rev E 2023; 107:064601. [PMID: 37464682 DOI: 10.1103/physreve.107.064601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 04/25/2023] [Indexed: 07/20/2023]
Abstract
We perform feedback experiments and simulations in which a colloidal dumbbell particle, acting as a particle on a ring, is followed by a repulsive optical trap controlled by a continuous-time-delayed feedback protocol. The dynamics are described by a persistent random walk similarly to that of an active Brownian particle, with a transition from predominantly diffusive to driven behavior at a critical delay time. We model the dynamics in the short and long delay regimes using stochastic delay differential equations and derive a condition for stable driven motion. We study the stochastic thermodynamic properties of the system, finding that the maximum work done by the trap coincides with a local minimum in the mutual information between the trap and the particle position at the onset of stable driven dynamics.
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Affiliation(s)
- Miranda C R Bell-Davies
- Department of Chemistry, Physical and Theoretical Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QZ, United Kingdom
- Institute for Molecules and Materials, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
| | - Arran Curran
- Department of Chemistry, Physical and Theoretical Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QZ, United Kingdom
- Institute for Molecules and Materials, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
| | - Yanyan Liu
- Department of Chemistry, Physical and Theoretical Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QZ, United Kingdom
| | - Roel P A Dullens
- Department of Chemistry, Physical and Theoretical Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QZ, United Kingdom
- Institute for Molecules and Materials, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
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10
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Rafeek R, Ali SY, Mondal D. Geometric Brownian information engine: Essentials for the best performance. Phys Rev E 2023; 107:044122. [PMID: 37198845 DOI: 10.1103/physreve.107.044122] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 04/03/2023] [Indexed: 05/19/2023]
Abstract
We investigate a geometric Brownian information engine (GBIE) in the presence of an error-free feedback controller that transforms the information gathered on the state of Brownian particles entrapped in monolobal geometric confinement into extractable work. Outcomes of the information engine depend on the reference measurement distance x_{m}, the feedback site x_{f}, and the transverse force G. We determine the benchmarks for utilizing the available information in an output work and the optimum operating requisites for best achievable work. Transverse bias force (G) tunes the entropic contribution in the effective potential and hence the standard deviation (σ) of the equilibrium marginal probability distribution. We recognize that the amount of extractable work reaches a global maximum when x_{f}=2x_{m} with x_{m}∼0.6σ, irrespective of the extent of the entropic limitation. Because of the higher loss of information during the relaxation process, the best achievable work of a GBIE is lower in an entropic system. The feedback regulation also bears the unidirectional passage of particles. The average displacement increases with growing entropic control and is maximum when x_{m}∼0.81σ. Finally, we explore the efficacy of the information engine, a quantity that regulates the efficiency in utilizing the information acquired. With x_{f}=2x_{m}, the maximum efficacy reduces with increasing entropic control and shows a crossover from 2 to 11/9. We discover that the condition for the best efficacy depends only on the confinement lengthscale along the feedback direction. The broader marginal probability distribution accredits the increased average displacement in a cycle and the lower efficacy in an entropy-dominated system.
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Affiliation(s)
- Rafna Rafeek
- Department of Chemistry and Center for Molecular and Optical Sciences & Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Syed Yunus Ali
- Department of Chemistry and Center for Molecular and Optical Sciences & Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Debasish Mondal
- Department of Chemistry and Center for Molecular and Optical Sciences & Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
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11
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Garrahan JP, Ritort F. Generalized continuous Maxwell demons. Phys Rev E 2023; 107:034101. [PMID: 37072943 DOI: 10.1103/physreve.107.034101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 02/16/2023] [Indexed: 04/20/2023]
Abstract
We introduce a family of generalized continuous Maxwell demons (GCMDs) operating on idealized single-bit equilibrium devices that combine the single-measurement Szilard and the repeated measurements of the continuous Maxwell demon protocols. We derive the cycle distributions for extracted work, information content, and time and compute the power and information-to-work efficiency fluctuations for the different models. We show that the efficiency at maximum power is maximal for an opportunistic protocol of continuous type in the dynamical regime dominated by rare events. We also extend the analysis to finite-time work extracting protocols by mapping them to a three-state GCMD. We show that dynamical finite-time correlations in this model increase the information-to-work conversion efficiency, underlining the role of temporal correlations in optimizing information-to-energy conversion. The effect of finite-time work extraction and demon memory resetting is also analyzed. We conclude that GCMD models are thermodynamically more efficient than the single-measurement Szilard and preferred for describing biological processes in an information-redundant world.
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Affiliation(s)
- Juan P Garrahan
- School of Physics and Astronomy, University of Nottingham, Nottingham NG7 2RD, England, United Kingdom
- Centre for the Mathematics and Theoretical Physics of Quantum Non-Equilibrium Systems, University of Nottingham, Nottingham NG7 2RD, England, United Kingdom
| | - Felix Ritort
- Small Biosystems Lab, Condensed Matter Physics Department, Universitat de Barcelona, C/Martí i Franquès 1, E-08028 Barcelona, Spain
- Institut de Nanociència i Nanotecnologia (IN2UB), Universitat de Barcelona, E-08028 Barcelona, Spain
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12
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Paneru G, Tlusty T, Pak HK. Bona fide stochastic resonance under nonGaussian active fluctuations. SOFT MATTER 2023; 19:1356-1362. [PMID: 36723030 DOI: 10.1039/d2sm01449a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
We report on the experimental observation of stochastic resonance (SR) in a nonGaussian active bath without any periodic modulation. A Brownian particle hopping in a nanoscale double-well potential under the influence of nonGaussian correlated noise, with mean interval τP and correlation time τc, shows a series of equally-spaced peaks in the residence time distribution at integral multiples of τP. The strength of the first peak is found to be maximum when the mean residence time d matches the double condition, 4τc ≈ τP ≈ d/2, demonstrating a new type of bona fide SR. The experimental findings agree with a simple model that explains the emergence of SR without periodic modulation of the double-well potential. Additionally, we show that generic SR under periodic modulation, known to degrade in strongly correlated continuous noise, is recovered by the discrete nonGaussian kicks.
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Affiliation(s)
- Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea.
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea
| | - Tsvi Tlusty
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea.
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea.
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea
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13
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V K, Joseph T. Driven particle in a one-dimensional periodic potential with feedback control: Efficiency and power optimization. Phys Rev E 2022; 106:054146. [PMID: 36559401 DOI: 10.1103/physreve.106.054146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 10/13/2022] [Indexed: 11/23/2022]
Abstract
A Brownian particle moving in a staircaselike potential with feedback control offers a way to implement Maxwell's demon. An experimental demonstration of such a system using sinusoidal periodic potential carried out by Toyabe et al. [Nat. Phys. 6, 988 (2010)1745-247310.1038/nphys1821] has shown that information about the particle's position can be converted to useful work. In this paper, we carry out a numerical study of a similar system using Brownian dynamics simulation. A Brownian particle moving in a periodic potential under the action of a constant driving force is made to move against the drive by measuring the position of the particle and effecting feedback control by altering potential. The work is extracted during the potential change and from the movement of the particle against the external drive. These work extractions come at the cost of information gathered during the measurement. Efficiency and work extracted per cycle of this information engine are optimized by varying control parameters as well as feedback protocols. Both these quantities are found to crucially depend on the amplitude of the periodic potential as well as the width of the region over which the particle is searched for during the measurement phase. For the case when potential flip (i.e., changing the phase of the potential by 180^{∘}) is used as the feedback mechanism, we argue that the square potential offers a more efficient information-to-work conversion. The control over the numerical parameters and averaging over large number of trial runs allow one to study the nonequilibrium work relations with feedback for this process with precision. It is seen that the generalized integral fluctuation theorem for error-free measurements holds to within the accuracy of the simulation.
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Affiliation(s)
- Kiran V
- Department of Physics, BITS Pilani K K Birla Goa Campus, Zuarinagar 403726, Goa, India
| | - Toby Joseph
- Department of Physics, BITS Pilani K K Birla Goa Campus, Zuarinagar 403726, Goa, India
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14
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Saha TK, Lucero JNE, Ehrich J, Sivak DA, Bechhoefer J. Bayesian Information Engine that Optimally Exploits Noisy Measurements. PHYSICAL REVIEW LETTERS 2022; 129:130601. [PMID: 36206430 DOI: 10.1103/physrevlett.129.130601] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 08/10/2022] [Indexed: 06/16/2023]
Abstract
We have experimentally realized an information engine consisting of an optically trapped, heavy bead in water. The device raises the trap center after a favorable "up" thermal fluctuation, thereby increasing the bead's average gravitational potential energy. In the presence of measurement noise, poor feedback decisions degrade its performance; below a critical signal-to-noise ratio, the engine shows a phase transition and cannot store any gravitational energy. However, using Bayesian estimates of the bead's position to make feedback decisions can extract gravitational energy at all measurement noise strengths and has maximum performance benefit at the critical signal-to-noise ratio.
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Affiliation(s)
- Tushar K Saha
- Department of Physics, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
| | - Joseph N E Lucero
- Department of Physics, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
| | - Jannik Ehrich
- Department of Physics, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
| | - David A Sivak
- Department of Physics, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
| | - John Bechhoefer
- Department of Physics, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
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15
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Paneru G, Dutta S, Pak HK. Colossal Power Extraction from Active Cyclic Brownian Information Engines. J Phys Chem Lett 2022; 13:6912-6918. [PMID: 35866740 PMCID: PMC9358709 DOI: 10.1021/acs.jpclett.2c01736] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 07/19/2022] [Indexed: 06/15/2023]
Abstract
Brownian information engines can extract work from thermal fluctuations by utilizing information. To date, the studies on Brownian information engines consider the system in a thermal bath; however, many processes in nature occur in a nonequilibrium setting, such as the suspensions of self-propelled microorganisms or cellular environments called an active bath. Here, we introduce an archetypal model for a Maxwell-demon type cyclic Brownian information engine operating in a Gaussian correlated active bath capable of extracting more work than its thermal counterpart. We obtain a general integral fluctuation theorem for the active engine that includes additional mutual information gained from the active bath with a unique effective temperature. This effective description modifies the generalized second law and provides a new upper bound for the extracted work. Unlike the passive information engine operating in a thermal bath, the active information engine extracts colossal power that peaks at the finite cycle period. Our study provides fundamental insights into the design and functioning of synthetic and biological submicrometer motors in active baths under measurement and feedback control.
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Affiliation(s)
- Govind Paneru
- Center
for Soft and Living Matter, Institute for
Basic Science (IBS), Ulsan 44919, Republic of Korea
- Department
of Physics, Ulsan National Institute of
Science and Technology, Ulsan 44919, Republic of Korea
| | - Sandipan Dutta
- Department
of Physics, Birla Institute of Technology
and Science, Pilani 333031, India
| | - Hyuk Kyu Pak
- Center
for Soft and Living Matter, Institute for
Basic Science (IBS), Ulsan 44919, Republic of Korea
- Department
of Physics, Ulsan National Institute of
Science and Technology, Ulsan 44919, Republic of Korea
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16
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Chen YH, Chen JF, Fei Z, Quan HT. Microscopic theory of the Curzon-Ahlborn heat engine based on a Brownian particle. Phys Rev E 2022; 106:024105. [PMID: 36109948 DOI: 10.1103/physreve.106.024105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 07/06/2022] [Indexed: 06/15/2023]
Abstract
The Curzon-Ahlborn (CA) efficiency, as the efficiency at the maximum power (EMP) of the endoreversible Carnot engine, has significant impact on finite-time thermodynamics. However, the CA engine is based on many assumptions. In the past few decades, although a lot of efforts have been made, a microscopic theory of the CA engine is still lacking. By adopting the method of the stochastic differential equation of energy, we formulate a microscopic theory of the CA engine realized with a highly underdamped Brownian particle in a class of nonharmonic potentials. This theory gives microscopic interpretation of all assumptions made by Curzon and Ahlborn. In other words, we find a microscopic counterpart of the CA engine in stochastic thermodynamics. Also, based on this theory, we derive the explicit expression of the protocol associated with the maximum power for any given efficiency, and we obtain analytical results of the power and the efficiency statistics for the Brownian CA engine. Our research brings new perspectives to experimental studies of finite-time microscopic heat engines featured with fluctuations.
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Affiliation(s)
- Y H Chen
- School of Physics, Peking University, Beijing 100871, China
| | - Jin-Fu Chen
- School of Physics, Peking University, Beijing 100871, China
- Beijing Computational Science Research Center, Beijing 100193, China
- Graduate School of China Academy of Engineering Physics, No. 10 Xibeiwang East Road, Haidian District, Beijing 100193, China
| | - Zhaoyu Fei
- Graduate School of China Academy of Engineering Physics, No. 10 Xibeiwang East Road, Haidian District, Beijing 100193, China
| | - H T Quan
- School of Physics, Peking University, Beijing 100871, China
- Collaborative Innovation Center of Quantum Matter, Beijing 100871, China
- Frontiers Science Center for Nano-optoelectronics, Peking University, Beijing 100871, China
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17
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Manikandan SK, Elouard C, Murch KW, Auffèves A, Jordan AN. Efficiently fueling a quantum engine with incompatible measurements. Phys Rev E 2022; 105:044137. [PMID: 35590558 DOI: 10.1103/physreve.105.044137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 03/25/2022] [Indexed: 06/15/2023]
Abstract
We propose a quantum harmonic oscillator measurement engine fueled by simultaneous quantum measurements of the noncommuting position and momentum quadratures of the quantum oscillator. The engine extracts work by moving the harmonic trap suddenly, conditioned on the measurement outcomes. We present two protocols for work extraction, respectively based on single-shot and time-continuous quantum measurements. In the single-shot limit, the oscillator is measured in a coherent state basis; the measurement adds an average of one quantum of energy to the oscillator, which is then extracted in the feedback step. In the time-continuous limit, continuous weak quantum measurements of both position and momentum of the quantum oscillator result in a coherent state, whose coordinates diffuse in time. We relate the extractable work to the noise added by quadrature measurements, and present exact results for the work distribution at arbitrary finite time. Both protocols can achieve unit work conversion efficiency in principle.
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Affiliation(s)
- Sreenath K Manikandan
- Department of Physics and Astronomy, University of Rochester, Rochester, New York 14627, USA
- Center for Coherence and Quantum Optics, University of Rochester, Rochester, New York 14627, USA
- Nordita, KTH Royal Institute of Technology and Stockholm University, Hannes Alfvéns väg 12, SE-106 91 Stockholm, Sweden
| | - Cyril Elouard
- Department of Physics and Astronomy, University of Rochester, Rochester, New York 14627, USA
- QUANTIC laboratory, INRIA Paris, 2 Rue Simone Iff, 75012 Paris, France
| | - Kater W Murch
- Department of Physics, Washington University, St. Louis, Missouri 63130, USA
| | - Alexia Auffèves
- Université Grenoble Alpes, CNRS, Grenoble INP, Institut Néel, 38000 Grenoble, France
| | - Andrew N Jordan
- Department of Physics and Astronomy, University of Rochester, Rochester, New York 14627, USA
- Center for Coherence and Quantum Optics, University of Rochester, Rochester, New York 14627, USA
- Institute for Quantum Studies, Chapman University, Orange, California, 92866, USA
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18
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Ali SY, Rafeek R, Mondal D. Geometric Brownian information engine: Upper bound of the achievable work under feedback control. J Chem Phys 2022; 156:014902. [PMID: 34998347 DOI: 10.1063/5.0069582] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We design a geometric Brownian information engine by considering overdamped Brownian particles inside a two-dimensional monolobal confinement with irregular width along the transport direction. Under such detention, particles experience an effective entropic potential which has a logarithmic form. We employ a feedback control protocol as an outcome of error-free position measurement. The protocol comprises three stages: measurement, feedback, and relaxation. We reposition the center of the confinement to the measurement distance (xp) instantaneously when the position of the trapped particle crosses xp for the first time. Then, the particle is allowed for thermal relaxation. We calculate the extractable work, total information, and unavailable information associated with the feedback control using this equilibrium probability distribution function. We find the exact analytical value of the upper bound of extractable work as (53-2ln2)kBT. We introduce a constant force G downward to the transverse coordinate (y). A change in G alters the effective potential of the system and tunes the relative dominance of entropic and energetic contributions in it. The upper bound of the achievable work shows a crossover from (53-2ln2)kBT to 12kBT when the system changes from an entropy-dominated regime to an energy-dominated one. Compared to an energetic analog, the loss of information during the relaxation process is higher in the entropy-dominated region, which accredits the less value in achievable work. Theoretical predictions are in good agreement with the Langevin dynamics simulation studies.
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Affiliation(s)
- Syed Yunus Ali
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Rafna Rafeek
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
| | - Debasish Mondal
- Department of Chemistry and Center for Molecular and Optical Sciences and Technologies, Indian Institute of Technology Tirupati, Yerpedu 517619, Andhra Pradesh, India
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19
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Fontana PW. Hidden Dissipation and Irreversibility in Maxwell's Demon. ENTROPY (BASEL, SWITZERLAND) 2022; 24:93. [PMID: 35052118 PMCID: PMC8774989 DOI: 10.3390/e24010093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 12/21/2021] [Accepted: 01/04/2022] [Indexed: 02/04/2023]
Abstract
Maxwell's demon is an entity in a 150-year-old thought experiment that paradoxically appears to violate the second law of thermodynamics by reducing entropy without doing work. It has increasingly practical implications as advances in nanomachinery produce devices that push the thermodynamic limits imposed by the second law. A well-known explanation claiming that information erasure restores second law compliance fails to resolve the paradox because it assumes the second law a priori, and does not predict irreversibility. Instead, a purely mechanical resolution that does not require information theory is presented. The transport fluxes of mass, momentum, and energy involved in the demon's operation are analyzed and show that they imply "hidden" external work and dissipation. Computing the dissipation leads to a new lower bound on entropy production by the demon. It is strictly positive in all nontrivial cases, providing a more stringent limit than the second law and implying intrinsic thermodynamic irreversibility. The thermodynamic irreversibility is linked with mechanical irreversibility resulting from the spatial asymmetry of the demon's speed selection criteria, indicating one mechanism by which macroscopic irreversibility may emerge from microscopic dynamics.
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Affiliation(s)
- Paul W Fontana
- Physics Department, Seattle University, 901 12th Ave., Seattle, WA 98122, USA
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20
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Paneru G, Park JT, Pak HK. Transport and Diffusion Enhancement in Experimentally Realized Non-Gaussian Correlated Ratchets. J Phys Chem Lett 2021; 12:11078-11084. [PMID: 34748337 DOI: 10.1021/acs.jpclett.1c03037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Living cells are known to generate non-Gaussian active fluctuations significantly larger than thermal fluctuations owing to various active processes. Understanding the effect of these active fluctuations on various physicochemical processes, such as the transport of molecular motors, is a fundamental problem in nonequilibrium physics. Therefore, we experimentally and numerically studied an active Brownian ratchet comprising a colloidal particle in an optically generated asymmetric periodic potential driven by non-Gaussian noise having finite-amplitude active bursts, each arriving at random and decaying exponentially. We find that the particle velocity is maximum for relatively sparse bursts with finite correlation time and non-Gaussian distribution. These occasional kicks, which produce Brownian yet non-Gaussian diffusion, are more efficient for transport and diffusion enhancement of the particle than the incessant kicks of active Ornstein-Uhlenbeck noise.
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Affiliation(s)
- Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, Republic of Korea
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan 44919, Republic of Korea
| | - Jin Tae Park
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, Republic of Korea
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, Republic of Korea
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan 44919, Republic of Korea
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21
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Song J, Still S, Díaz Hernández Rojas R, Pérez Castillo I, Marsili M. Optimal work extraction and mutual information in a generalized Szilárd engine. Phys Rev E 2021; 103:052121. [PMID: 34134259 DOI: 10.1103/physreve.103.052121] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 04/08/2021] [Indexed: 11/07/2022]
Abstract
A 1929 Gedankenexperiment proposed by Szilárd, often referred to as "Szilárd's engine", has served as a foundation for computing fundamental thermodynamic bounds to information processing. While Szilárd's original box could be partitioned into two halves and contains one gas molecule, we calculate here the maximal average work that can be extracted in a system with N particles and q partitions, given an observer which counts the molecules in each partition, and given a work extraction mechanism that is limited to pressure equalization. We find that the average extracted work is proportional to the mutual information between the one-particle position and the vector containing the counts of how many particles are in each partition. We optimize this quantity over the initial locations of the dividing walls, and find that there exists a critical number of particles N^{★}(q) below which the extracted work is maximized by a symmetric configuration of the q partitions, and above which the optimal partitioning is asymmetric. Overall, the average extracted work is maximized for a number of particles N[over ̂](q)<N^{★}(q), with a symmetric partition. We calculate asymptotic values for N→∞.
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Affiliation(s)
- Juyong Song
- Samsung Research, Samsung Electronics Co., Ltd., Seoul, 06765, Korea
| | - Susanne Still
- Department of Information and Computer Sciences, and Department of Physics and Astronomy, University of Hawai'i at Mānoa, Honolulu, Hawaii 96822, USA
| | | | - Isaac Pérez Castillo
- Departamento de Física, Universidad Autónoma Metropolitana-Iztapalapa, San Rafael Atlixco 186, Ciudad de México 09340, Mexico
| | - Matteo Marsili
- The Abdus Salam International Centre for Theoretical Physics (ICTP), Trieste 34151, Italy
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22
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Abstract
Information-driven engines that rectify thermal fluctuations are a modern realization of the Maxwell-demon thought experiment. We introduce a simple design based on a heavy colloidal particle, held by an optical trap and immersed in water. Using a carefully designed feedback loop, our experimental realization of an "information ratchet" takes advantage of favorable "up" fluctuations to lift a weight against gravity, storing potential energy without doing external work. By optimizing the ratchet design for performance via a simple theory, we find that the rate of work storage and velocity of directed motion are limited only by the physical parameters of the engine: the size of the particle, stiffness of the ratchet spring, friction produced by the motion, and temperature of the surrounding medium. Notably, because performance saturates with increasing frequency of observations, the measurement process is not a limiting factor. The extracted power and velocity are at least an order of magnitude higher than in previously reported engines.
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23
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Roach TNF. Use and Abuse of Entropy in Biology: A Case for Caliber. ENTROPY 2020; 22:e22121335. [PMID: 33266519 PMCID: PMC7760317 DOI: 10.3390/e22121335] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 11/18/2020] [Accepted: 11/19/2020] [Indexed: 11/16/2022]
Abstract
Here, I discuss entropy and its use as a tool in fields of biology such as bioenergetics, ecology, and evolutionary biology. Statistical entropy concepts including Shannon's diversity, configurational entropy, and informational entropy are discussed in connection to their use in describing the diversity, heterogeneity, and spatial patterning of biological systems. The use of entropy as a measure of biological complexity is also discussed, and I explore the extension of thermodynamic entropy principles to open, nonequilibrium systems operating in finite time. I conclude with suggestions for use of caliber, a metric similar to entropy but for time-dependent trajectories rather than static distributions, and propose the complementary notion of path information.
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Affiliation(s)
- Ty N F Roach
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kāne'ohe, HI 96744, USA
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24
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Park JT, Paneru G, Kwon C, Granick S, Pak HK. Rapid-prototyping a Brownian particle in an active bath. SOFT MATTER 2020; 16:8122-8127. [PMID: 32696794 DOI: 10.1039/d0sm00828a] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Particles kicked by external forces to produce mobility distinct from thermal diffusion are an iconic feature of the active matter problem. Here, we map this onto a minimal model for experiment and theory covering the wide time and length scales of usual active matter systems. A particle diffusing in a harmonic potential generated by an optical trap is kicked by programmed forces with time correlation at random intervals following the Poisson process. The model's generic simplicity allows us to find conditions for which displacements are Gaussian (or not), how diffusion is perturbed (or not) by kicks, and quantifying heat dissipation to maintain the non-equilibrium steady state in an active bath. The model reproduces experimental results of tracer mobility in an active bath of swimming algal cells. It can be used as a stochastic dynamic simulator for Brownian objects in various active baths without mechanistic understanding, owing to the generic framework of the protocol.
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Affiliation(s)
- Jin Tae Park
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea. and Department of Physics, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, South Korea
| | - Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea.
| | - Chulan Kwon
- Department Physics, Myongji University, Yongin, Gyeonggi-Do 17058, South Korea.
| | - Steve Granick
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea. and Department of Chemistry, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, South Korea
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea. and Department of Physics, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, South Korea
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25
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Paneru G, Dutta S, Tlusty T, Pak HK. Reaching and violating thermodynamic uncertainty bounds in information engines. Phys Rev E 2020; 102:032126. [PMID: 33075942 DOI: 10.1103/physreve.102.032126] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 08/31/2020] [Indexed: 06/11/2023]
Abstract
Thermodynamic uncertainty relations (TURs) set fundamental bounds on the fluctuation and dissipation of stochastic systems. Here, we examine these bounds, in experiment and theory, by exploring the entire phase space of a cyclic information engine operating in a nonequilibrium steady state. Close to its maximal efficiency, we find that the engine violates the original TUR. This experimental demonstration of TUR violation agrees with recently proposed softer bounds: The engine satisfies two generalized TUR bounds derived from the detailed fluctuation theorem with feedback control and another bound linking fluctuation and dissipation to mutual information and Renyi divergence. We examine how the interplay of work fluctuation and dissipation shapes the information conversion efficiency of the engine, and find that dissipation is minimal at a finite noise level, where the original TUR is violated.
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Affiliation(s)
- Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea
| | - Sandipan Dutta
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea
| | - Tsvi Tlusty
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan 44919, South Korea
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan 44919, South Korea
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan 44919, South Korea
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26
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Paneru G, Dutta S, Sagawa T, Tlusty T, Pak HK. Efficiency fluctuations and noise induced refrigerator-to-heater transition in information engines. Nat Commun 2020; 11:1012. [PMID: 32081861 PMCID: PMC7035421 DOI: 10.1038/s41467-020-14823-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 02/03/2020] [Indexed: 11/08/2022] Open
Abstract
Understanding noisy information engines is a fundamental problem of non-equilibrium physics, particularly in biomolecular systems agitated by thermal and active fluctuations in the cell. By the generalized second law of thermodynamics, the efficiency of these engines is bounded by the mutual information passing through their noisy feedback loop. Yet, direct measurement of the interplay between mutual information and energy has so far been elusive. To allow such examination, we explore here the entire phase-space of a noisy colloidal information engine, and study efficiency fluctuations due to the stochasticity of the mutual information and extracted work. We find that the average efficiency is maximal for non-zero noise level, at which the distribution of efficiency switches from bimodal to unimodal, and the stochastic efficiency often exceeds unity. We identify a line of anomalous, noise-driven equilibrium states that defines a refrigerator-to-heater transition, and test the generalized integral fluctuation theorem for continuous engines.
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Affiliation(s)
- Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea
| | - Sandipan Dutta
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea
| | - Takahiro Sagawa
- Department of Applied Physics, University of Tokyo, Tokyo, 113-8656, Japan
| | - Tsvi Tlusty
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea.
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea.
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea.
- Department of Physics, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea.
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27
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Still S. Thermodynamic Cost and Benefit of Memory. PHYSICAL REVIEW LETTERS 2020; 124:050601. [PMID: 32083919 DOI: 10.1103/physrevlett.124.050601] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 10/02/2019] [Indexed: 06/10/2023]
Abstract
This Letter exposes a tight connection between the thermodynamic efficiency of information processing and predictive inference. A generalized lower bound on dissipation is derived for partially observable information engines which are allowed to use temperature differences. It is shown that the retention of irrelevant information limits efficiency. A data representation method is derived from optimizing a fundamental physical limit to information processing: minimizing the lower bound on dissipation leads to a compression method that maximally retains relevant, predictive, information. In that sense, predictive inference emerges as the strategy that least precludes energy efficiency.
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Affiliation(s)
- Susanne Still
- Department of Information and Computer Sciences, and Department of Physics and Astronomy, University of Hawaii at Mānoa, 1680 East-West Road, Honolulu Hawaii, USA
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28
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Diazdelacruz J. Quantum Relative Entropy of Tagging and Thermodynamics. ENTROPY 2020; 22:e22020138. [PMID: 33285913 PMCID: PMC7516547 DOI: 10.3390/e22020138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 01/10/2020] [Accepted: 01/22/2020] [Indexed: 11/22/2022]
Abstract
Thermodynamics establishes a relation between the work that can be obtained in a transformation of a physical system and its relative entropy with respect to the equilibrium state. It also describes how the bits of an informational reservoir can be traded for work using Heat Engines. Therefore, an indirect relation between the relative entropy and the informational bits is implied. From a different perspective, we define procedures to store information about the state of a physical system into a sequence of tagging qubits. Our labeling operations provide reversible ways of trading the relative entropy gained from the observation of a physical system for adequately initialized qubits, which are used to hold that information. After taking into account all the qubits involved, we reproduce the relations mentioned above between relative entropies of physical systems and the bits of information reservoirs. Some of them hold only under a restricted class of coding bases. The reason for it is that quantum states do not necessarily commute. However, we prove that it is always possible to find a basis (equivalent to the total angular momentum one) for which Thermodynamics and our labeling system yield the same relation.
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Affiliation(s)
- Jose Diazdelacruz
- Department of Applied Physics and Materials Engineering, Universidad Politecnica de Madrid, 28040 Madrid, Spain
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29
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Quantum Information Remote Carnot Engines and Voltage Transformers. ENTROPY 2019; 21:e21020127. [PMID: 33266843 PMCID: PMC7514606 DOI: 10.3390/e21020127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 01/24/2019] [Accepted: 01/28/2019] [Indexed: 11/17/2022]
Abstract
A physical system out of thermal equilibrium is a resource for obtaining useful work when a heat bath at some temperature is available. Information Heat Engines are the devices which generalize the Szilard cylinders and make use of the celebrated Maxwell demons to this end. In this paper, we consider a thermo-chemical reservoir of electrons which can be exchanged for entropy and work. Qubits are used as messengers between electron reservoirs to implement long-range voltage transformers with neither electrical nor magnetic interactions between the primary and secondary circuits. When they are at different temperatures, the transformers work according to Carnot cycles. A generalization is carried out to consider an electrical network where quantum techniques can furnish additional security.
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30
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Albay JAC, Paneru G, Pak HK, Jun Y. Optical tweezers as a mathematically driven spatio-temporal potential generator. OPTICS EXPRESS 2018; 26:29906-29915. [PMID: 30469873 DOI: 10.1364/oe.26.029906] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 09/10/2018] [Indexed: 05/25/2023]
Abstract
The ability to create and manipulate spatio-temporal potentials is essential in the diverse fields of science and technology. Here, we introduce an optical feedback trap system based on high precision position detection and ultrafast feedback control of a Brownian particle in the optical tweezers to generate spatio-temporal virtual potentials of the desired shape in a controlled manner. As an application, we study the nonequilibrium fluctuation dynamics of the particle in a time-varying virtual harmonic potential and validate the Crooks fluctuation theorem in the highly nonequilibrium condition.
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31
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Lee DY, Um J, Paneru G, Pak HK. An experimentally-achieved information-driven Brownian motor shows maximum power at the relaxation time. Sci Rep 2018; 8:12121. [PMID: 30108236 PMCID: PMC6092345 DOI: 10.1038/s41598-018-30495-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 07/30/2018] [Indexed: 11/30/2022] Open
Abstract
We present an experimental realization of an information-driven Brownian motor by periodically cooling a Brownian particle trapped in a harmonic potential connected to a single heat bath, where cooling is carried out by the information process consisting of measurement and feedback control. We show that the random motion of the particle is rectified by symmetry-broken feedback cooling where the particle is cooled only when it resides on the specific side of the potential center at the instant of measurement. Studying how the motor thermodynamics depends on cycle period τ relative to the relaxation time τB of the Brownian particle, we find that the ratcheting of thermal noise produces the maximum work extraction when τ ≥ 5τB, while the extracted power is maximum near τ = τB, implying the optimal operating time for the ratcheting process. In addition, we find that the average transport velocity is monotonically decreased as τ increases and present the upper bound for the velocity.
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Affiliation(s)
- Dong Yun Lee
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea
| | - Jaegon Um
- CCSS, CTP and Department of Physics and Astronomy, Seoul National University, Seoul, 08826, Republic of Korea
| | - Govind Paneru
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea
| | - Hyuk Kyu Pak
- Center for Soft and Living Matter, Institute for Basic Science (IBS), Ulsan, 44919, Republic of Korea. .,Department of Physics, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea.
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