Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review. - Leon Witt; Mathis Heyer; Kentaroh Toyoda; Wojciech Samek; Dan Li 001 (IEEE Internet Things J., 2023)

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)