Ripken, Winfried

5 publications

NeurIPS 2025 Sampling 3D Molecular Conformers with Diffusion Transformers Thorben Frank, Winfried Ripken, Gregor Lied, Klaus Robert Muller, Oliver T. Unke, Stefan Chmiela

ECML-PKDD 2024 Enhancing Multi-Objective Optimisation Through Machine Learning-Supported Multiphysics Simulation Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick

NeurIPS 2023 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models Julien Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes Otterbach, Martin Genzel

ICMLW 2023 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models Julien Niklas Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes Otterbach, Martin Genzel

NeurIPSW 2023 Multiscale Neural Operators for Solving Time-Independent PDEs Winfried Ripken, Lisa Coiffard, Felix Pieper, Sebastian Dziadzio