Arturs Berzins

According to our database, Arturs Berzins authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Einstein Fields: A Neural Perspective To Computational General Relativity.

Sandeep Suresh Cranganore, Andrei Bodnar, Arturs Berzins, Johannes Brandstetter

CoRR, July, 2025

Shape Generation via Weight Space Learning.

Maximilian Plattner, Arturs Berzins, Johannes Brandstetter

CoRR, March, 2025

Generative Topology Optimization: Exploring Diverse Solutions in Structural Design.

Andreas Radler, Eric Volkmann, Johannes Brandstetter, Arturs Berzins

CoRR, February, 2025

2024

Geometry-Informed Neural Networks.

Arturs Berzins, Andreas Radler, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter

CoRR, 2024

2023

Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision.

Arturs Berzins

Proceedings of the International Conference on Machine Learning, 2023

Neural Implicit Shape Editing using Boundary Sensitivity.

Arturs Berzins, Moritz Ibing, Leif Kobbelt

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2020

Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems.

Arturs Berzins, Jan Helmig, Fabian Key, Stefanie Elgeti

CoRR, 2020