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For: Pan I, Mason LR, Matar OK. Data-centric Engineering: integrating simulation, machine learning and statistics. Challenges and opportunities. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117271] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Number Cited by Other Article(s)
1
Restrepo D, Wu C, Vásquez-Venegas C, Nakayama LF, Celi LA, López DM. DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence era. RESEARCH SQUARE 2024:rs.3.rs-4277992. [PMID: 38746100 PMCID: PMC11092829 DOI: 10.21203/rs.3.rs-4277992/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
2
Chadaga K, Prabhu S, Bhat V, Sampathila N, Umakanth S, Upadya P S. COVID-19 diagnosis using clinical markers and multiple explainable artificial intelligence approaches: A case study from Ecuador. SLAS Technol 2023;28:393-410. [PMID: 37689365 DOI: 10.1016/j.slast.2023.09.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 08/16/2023] [Accepted: 09/06/2023] [Indexed: 09/11/2023]
3
Aghayev Z, Szafran AT, Tran A, Ganesh HS, Stossi F, Zhou L, Mancini MA, Pistikopoulos EN, Beykal B. Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data. Chem Eng Sci 2023;281:119086. [PMID: 37637227 PMCID: PMC10448728 DOI: 10.1016/j.ces.2023.119086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
4
Real-world-events data sifting through ultra-small labeled datasets and graph fusion. Appl Soft Comput 2023. [DOI: 10.1016/j.asoc.2022.109865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
5
Dhillon SK, Ganggayah MD, Sinnadurai S, Lio P, Taib NA. Theory and Practice of Integrating Machine Learning and Conventional Statistics in Medical Data Analysis. Diagnostics (Basel) 2022;12:2526. [PMID: 36292218 PMCID: PMC9601117 DOI: 10.3390/diagnostics12102526] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/26/2022] [Accepted: 10/04/2022] [Indexed: 11/16/2022]  Open
6
Lohani S, Lukens J, Glasser RT, Searles TA, Kirby B. Data-Centric Machine Learning in Quantum Information Science. MACHINE LEARNING: SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1088/2632-2153/ac9036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
7
Zhu LT, Chen XZ, Ouyang B, Yan WC, Lei H, Chen Z, Luo ZH. Review of Machine Learning for Hydrodynamics, Transport, and Reactions in Multiphase Flows and Reactors. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c01036] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
8
Nogueira IBR, Santana VV, Ribeiro AM, Rodrigues AE. Using Scientific Machine Learning to Develop Universal Differential Equation for Multicomponent Adsorption Separation Systems. CAN J CHEM ENG 2022. [DOI: 10.1002/cjce.24495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
9
Nandakumar K, Tyagi M, Xu Y, Valsaraj KT, Joshi JB. Chemical Engineering at Crossroads. CAN J CHEM ENG 2022. [DOI: 10.1002/cjce.24506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
10
Shi Y, Wang J, Wang Q, Jia Q, Yan F, Luo ZH, Zhou YN. Supervised Machine Learning Algorithms for Predicting Rate Constants of Ozone Reaction with Micropollutants. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04697] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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