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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 Advanced Control Systems Optimization Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
4citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science 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 Thermal Analysis in Power Transmission Open access
Ethan Kao, Christoph Jungemann, Michel Houssa, Alexander Makarov, F. M. Bufler, Sheng Qiang Yang, +5 more
0citations -
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators2022 SIAM Journal on Scientific Computing article Physics and Astronomy Model Reduction and Neural Networks 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 Physics and Astronomy Advanced Chemical Physics Studies Open access
Stephen J. Klippenstein, Raghu Sivaramakrishnan, Ultan Burke, Liming Cai, Heinz G. Pitsch, Matteo Pelucchi, +2 more
67citations -
Incorporating crystallinity distributions into a thermo-mechanically coupled constitutive model for semi-crystalline polymers2020 International Journal of Plasticity article Materials Science Polymer crystallization and properties
Sebastian Felder, Hagen Holthusen, Stefan Hesseler, Felix Pohlkemper, Thomas Gries, Jaan‐Willem Simon, +1 more
58citations -
Simulation of transient heat transfer and phase transformation in laser beam welding for low alloy steel and studying its influences on the welding residual stresses2021 Journal of Advanced Joining Processes article Engineering Welding Techniques and Residual Stresses Open access
Karthik Ravi Krishna Murthy, Fatma Akyel, Uwe Reisgen, Simon Olschok
23citations