Arturs Berzins

14 papers A* 3Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Circuits to Dynamics: Understanding and Stabilizing Failure in 3D Diffusion Transformers.
CoRR
Maximilian Plattner, Fabian Paischer, Johannes Brandstetter, Arturs Berzins
2026 J jnl
Gauss-Newton Natural Gradient Descent for Shape Learning.
CoRR
James King, Arturs Berzins, Siddhartha Mishra, Marius Zeinhofer
2025 J jnl
Einstein Fields: A Neural Perspective To Computational General Relativity.
CoRR
Sandeep Suresh Cranganore, Andrei Bodnar, Arturs Berzins, Johannes Brandstetter
2025 J jnl
Generative Topology Optimization: Exploring Diverse Solutions in Structural Design.
CoRR
Andreas Radler, Eric Volkmann, Johannes Brandstetter, Arturs Berzins
2025 A* conf
Geometry-Informed Neural Networks.
ICML
Arturs Berzins, Andreas Radler, Eric Volkmann, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter
2025 J jnl
Neural surrogates for designing gravitational wave detectors.
CoRR
Carlos Ruiz-Gonzalez, Sören Arlt, Sebastian Lehner, Arturs Berzins, Yehonathan Drori, Rana X. Adhikari, Johannes Brandstetter, Mario Krenn
2025 J jnl
Shape Generation via Weight Space Learning.
CoRR
Maximilian Plattner, Arturs Berzins, Johannes Brandstetter
2024 J jnl
Geometry-Informed Neural Networks.
CoRR
Arturs Berzins, Andreas Radler, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter
2024 — —
Neural Representations in Geometry.
Arturs Berzins
2023 A* conf
Neural Implicit Shape Editing using Boundary Sensitivity.
ICLR
Arturs Berzins, Moritz Ibing, Leif Kobbelt
2023 J jnl
Neural Implicit Shape Editing using Boundary Sensitivity.
CoRR
Arturs Berzins, Moritz Ibing, Leif Kobbelt
2023 A* conf
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision.
ICML
Arturs Berzins
2023 J jnl
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision.
CoRR
Arturs Berzins
2020 J jnl
Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems.
CoRR
Arturs Berzins, Jan Helmig, Fabian Key, Stefanie Elgeti