Aleksandra Franz

According to our database, Aleksandra Franz authored at least 8 papers between 2018 and 2026.

Collaborative distances:

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

2026

Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control.

Jannis Becktepe, Aleksandra Franz, Nils Thuerey, Sebastian Peitz

CoRR, January, 2026

Volumetric Flow Reconstruction with Differentiable Physics and Self-Supervision.

Aleksandra Franz

PhD thesis, 2026

PICT-A differentiable, GPU-accelerated multi-block PISO solver for simulation-coupled learning tasks in fluid dynamics.

Aleksandra Franz, Hao Wei, Luca Guastoni, Nils Thuerey

J. Comput. Phys., 2026

2025

INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers.

Hao Wei, Aleksandra Franz, Björn List, Nils Thuerey

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision.

Aleksandra Franz, Barbara Solenthaler, Nils Thuerey

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Physics informed neural fields for smoke reconstruction with sparse data.

Mengyu Chu, Lingjie Liu, Quan Zheng, Aleksandra Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer

ACM Trans. Graph., 2022

2021

Global Transport for Fluid Reconstruction With Learned Self-Supervision.

Aleksandra Franz, Barbara Solenthaler, Nils Thuerey

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2018

tempoGAN: a temporally coherent, volumetric GAN for super-resolution fluid flow.

You Xie, Aleksandra Franz, Mengyu Chu, Nils Thuerey

ACM Trans. Graph., 2018