Publications

7 results for Malgorzata Zimon

PCE-Net: High-Dimensional Surrogate Modeling for Learning Uncertainty
- - Paz Fink Sustin
  - Shashanka Ubaru
  - et al.
- 2026
- SIAM/ASA JUQ
Paper
Quantifying policy uncertainty in generative flow networks with uncertain rewards
- - Ramon Nartallo-kaluarachchi
  - Robert Manson Sawko
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Large Language Models And Knowledge Graphs To Optimize Commercial Real Estate Portfolio
- - Fearghal O'Donncha
  - John Sheehan
  - et al.
- 2023
- INFORMS 2023
Talk
Molecular rotations trigger a glass-to-plastic fcc heterogeneous crystallization in high-pressure water
- - Malgorzata Zimon
  - Fausto Martelli
- 2023
- The Journal of Chemical Physics
Paper
Reversing the irreversible–super-resolution of noisy turbulent flow fields
- - Malgorzata Zimon
  - Mykhaylo Zayats
  - et al.
- 2023
- APS March Meeting 2023
Talk
Super-resolution of Turbulent Flows in the Absence of the High-Resolution Ground Truth
- - Kyongmin Yeo
  - Malgorzata Zimon
  - et al.
- 2022
- INFORMS 2022
Conference paper
Effective generation of compressed stationary Gaussian fields
- - Robert Manson Sawko
  - Malgorzata Zimon
- 2022
- SIAM/ASA JUQ
Paper