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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 Fault Detection and Control Systems Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
0citations -
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 -
Conceptual design of furfural extraction, oxidative upgrading and product recovery: COSMO-RS-based process-level solvent screening2024 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access
Ville Tuppurainen, Lorenz Fleitmann, Jani Kangas, Kai O. Leonhard, Juha Tanskanen
9citations -
Development of a Maturity Model for the Digital transformation of companies in the context of Construction Industry 4.02024 Journal of Information Technology in Construction article Engineering BIM and Construction Integration Open access
Jan‐Iwo Jäkel, Franziska Fischerkeller, Tessa Oberhoff, Katharina Klemt‐Albert
22citations -
A review of thermo-hydro-mechanical modeling of coupled processes in fractured rock: From continuum to discontinuum perspective2025 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Rock Mechanics and Modeling Open access
Iman Vaezi, Keita Yoshioka, Silvia De Simone, Berta María Gómez-Castro, Adriana Paluszny, Mohammadreza Jalali, +8 more
42citations