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Aditya A, Mishra A, Baradwaj N, Nomura KI, Nakano A, Vashishta P, Kalia RK. Wrinkles, Ridges, Miura-Ori, and Moiré Patterns in MoSe 2 Using Neural Networks. J Phys Chem Lett 2023; 14:1732-1739. [PMID: 36757778 PMCID: PMC9940294 DOI: 10.1021/acs.jpclett.2c03539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
Effects of lateral compression on out-of-plane deformation of two-dimensional MoSe2 layers are investigated. A MoSe2 monolayer develops periodic wrinkles under uniaxial compression and Miura-Ori patterns under biaxial compression. When a flat MoSe2 monolayer is placed on top of a wrinkled MoSe2 layer, the van der Waals (vdW) interaction transforms wrinkles into ridges and generates mixed 2H and 1T phases and chain-like defects. Under a biaxial strain, the vdW interaction induces regions of Miura-Ori patterns in bilayers. Strained systems analyzed using a convolutional neural network show that the compressed system consists of semiconducting 2H and metallic 1T phases. The energetics, mechanical response, defect structure, and dynamics are analyzed as bilayers undergo wrinkle-ridge transformations under uniaxial compression and moiré transformations under biaxial compression. Our results indicate that in-plane compression can induce self-assembly of out-of-plane metasurfaces with controllable semiconducting and metallic phases and moiré patterns with unique optoelectronic properties.
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Gurniak EJ, Tiwari SC, Hong S, Nakano A, Kalia RK, Vashishta P, Branicio PS. Anisotropic atomistic shock response mechanisms of aramid crystals. J Chem Phys 2022; 157:044105. [PMID: 35922358 DOI: 10.1063/5.0102293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Aramid fibers composed of poly(p-phenylene terephthalamide) (PPTA) polymers are attractive materials due to their high strength, low weight, and high shock resilience. Even though they have widely been utilized as a basic ingredient in Kevlar, Twaron, and other fabrics and applications, their intrinsic behavior under intense shock loading is still to be understood. In this work, we characterize the anisotropic shock response of PPTA crystals by performing reactive molecular dynamics simulations. Results from shock loading along the two perpendicular directions to the polymer backbones, [100] and [010], indicate distinct shock release mechanisms that preserve and destroy the hydrogen bond network. Shocks along the [100] direction for particle velocity Up < 2.46 km/s indicate the formation of a plastic regime composed of shear bands, where the PPTA structure is planarized. Shocks along the [010] direction for particle velocity Up < 2.18 km/s indicate a complex response regime, where elastic compression shifts to amorphization as the shock is intensified. While hydrogen bonds are mostly preserved for shocks along the [100] direction, hydrogen bonds are continuously destroyed with the amorphization of the crystal for shocks along the [010] direction. Decomposition of the polymer chains by cross-linking is triggered at the threshold particle velocity Up = 2.18 km/s for the [010] direction and Up = 2.46 km/s for the [100] direction. These atomistic insights based on large-scale simulations highlight the intricate and anisotropic mechanisms underpinning the shock response of PPTA polymers and are expected to support the enhancement of their applications.
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Affiliation(s)
- Emily J Gurniak
- Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California 90089-0242, USA
| | - Subodh C Tiwari
- Collaboratory for Advanced Computing and Simulations, Department of Physics and Astronomy, Department of Computer Science, Department of Chemical Engineering and Materials Science, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089-0242, USA
| | - Sungwook Hong
- Department of Physics and Engineering, California State University, Bakersfield, Bakersfield, California 93311, USA
| | - Aiichiro Nakano
- Collaboratory for Advanced Computing and Simulations, Department of Physics and Astronomy, Department of Computer Science, Department of Chemical Engineering and Materials Science, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089-0242, USA
| | - Rajiv K Kalia
- Collaboratory for Advanced Computing and Simulations, Department of Physics and Astronomy, Department of Computer Science, Department of Chemical Engineering and Materials Science, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089-0242, USA
| | - Priya Vashishta
- Collaboratory for Advanced Computing and Simulations, Department of Physics and Astronomy, Department of Computer Science, Department of Chemical Engineering and Materials Science, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089-0242, USA
| | - Paulo S Branicio
- Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California 90089-0242, USA
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O'Harra KE, Kammakakam I, Noll DM, Turflinger EM, Dennis GP, Jackson EM, Bara JE. Synthesis and Performance of Aromatic Polyamide Ionenes as Gas Separation Membranes. MEMBRANES 2020; 10:E51. [PMID: 32235739 PMCID: PMC7143725 DOI: 10.3390/membranes10030051] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 03/17/2020] [Accepted: 03/20/2020] [Indexed: 11/16/2022]
Abstract
Here, we report the synthesis and thermophysical properties of seven primarily aromatic, imidazolium-based polyamide ionenes. The effects of varied para-, meta-, and ortho-connectivity, and spacing of ionic and amide functional groups, on structural and thermophysical properties were analyzed. Suitable, robust derivatives were cast into thin films, neat, or with stoichiometric equivalents of the ionic liquid (IL) 1-benzy-3-methylimidazolium bistriflimide ([Bnmim][Tf2N]), and the gas transport properties of these membranes were measured. Pure gas permeabilities and permselectivities for N2, CH4, and CO2 are reported. Consistent para-connectivity in the backbone was shown to yield the highest CO2 permeability and suitability for casting as a very thin, flexible film. Derivatives containing terephthalamide segments exhibited the highest CO2/CH4 and CO2/N2 selectivities, yet CO2 permeability decreased with further deviation from consistent para-linkages.
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Affiliation(s)
- Kathryn E O'Harra
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
| | - Irshad Kammakakam
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
| | - Danielle M Noll
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
| | - Erika M Turflinger
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
| | - Grayson P Dennis
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
| | | | - Jason E Bara
- Department of Chemical & Biological Engineering, University of Alabama, Tuscaloosa, AL 35487-0203, USA
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