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Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
5citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Fault Detection and Control Systems Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
0citations -
Predictive Reliability Modeling for NSFET Optimization---Part I: Carrier Transport and Heat Generation2026 IEEE Transactions on Electron Devices article Engineering Advancements in Semiconductor Devices and Circuit Design Open access
Ethan Kao, Christoph Jungemann, Michel Houssa, Alexander Makarov, F. M. Bufler, Sheng Qiang Yang, +5 more
0citations -
QSP Designer: Quantitative systems pharmacology modeling with modular biological process map notation and multiple language code generation2023 CPT Pharmacometrics & Systems Pharmacology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
David M. Hollinshead, Piet H. van der Graaf, Andrzej M. Kierzek
14citations -
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators2022 SIAM Journal on Scientific Computing article Mathematics Numerical methods for differential equations Open access
Y. P. Guo, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, Ioannis G. Kevrekidis, +1 more
13citations -
Double-loop importance sampling for McKean–Vlasov stochastic differential equation2024 Statistics and Computing article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raul F. Tempone
9citations -
HO2 + HO2: High level theory and the role of singlet channels2022 OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) article Chemical Engineering Advanced Combustion Engine Technologies Open access
Stephen J. Klippenstein, Raghu Sivaramakrishnan, Ultan Burke, Liming Cai, Heinz G. Pitsch, Matteo Pelucchi, +2 more
67citations