Winfried Ripken

According to our database, Winfried Ripken authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Sampling 3D Molecular Conformers with Diffusion Transformers.

J. Thorben Frank, Winfried Ripken, Gregor Lied, Klaus-Robert Müller, Oliver T. Unke, Stefan Chmiela

CoRR, June, 2025

Enhancing Diffusion Models Efficiency by Disentangling Total-Variance and Signal-to-Noise Ratio.

Khaled Kahouli, Winfried Ripken, Stefan Gugler, Oliver T. Unke, Klaus-Robert Müller, Shinichi Nakajima

CoRR, February, 2025

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2023

Multiscale Neural Operators for Solving Time-Independent PDEs.

Winfried Ripken, Lisa Coiffard, Felix Pieper, Sebastian Dziadzio

CoRR, 2023

Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation.

Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick

CoRR, 2023

Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models.

Julien Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes S. Otterbach, Martin Genzel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023