Picard-KKT-hPINN: Enforcing Nonlinear Enthalpy Balances for Physically Consistent Neural Networks. - Giacomo Lastrucci; Tanuj Karia; Zoë Gromotka; Artur M. Schweidtmann (CoRR, 2025)

ENFORCE: Exact Nonlinear Constrained Learning with Adaptive-depth Neural Projection. - Giacomo Lastrucci; Artur M. Schweidtmann (CoRR, 2025)

Text2Model: Generating dynamic chemical reactor models using large language models (LLMs). - Sophia Rupprecht; Yassine Hounat; Monisha Kumar; Giacomo Lastrucci; Artur M. Schweidtmann (CoRR, 2025)