Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation. - Mathis Heyer; Jiyizhe Zhang; Naoto Sugisawa; Jan-Frederic Laub; Alexei A. Lapkin (Comput. Chem. Eng., 2025)

Multi-objective reaction optimization under uncertainties using expected quantile improvement. - Jiyizhe Zhang; Daria Semochkina; Naoto Sugisawa; David C. Woods; Alexei A. Lapkin (Comput. Chem. Eng., 2025)