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Recent Advances in Probabilistic Scientific Machine Learning for Chaotic Dynamical Systems
Presenter
- Leonardo Zepeda-Nu\u0301n\u0303ez
June 13, 2025
IMSI
Deep Uncertainty Quantification for Dynamics Learning and Decision-Making
Presenter
- Rose Yu
June 13, 2025
IMSI
Two Tales, One Resolution: Physics-Informed Inference Time Scaling and Precondition
Presenter
- Yiping Lu
June 13, 2025
IMSI
The mean-squared-error is not enough: Improved prediction of chaotic dynamical systems with scientific machine learning
Presenter
- Romit Maulik
June 13, 2025
IMSI
Transport- and Measure-Theoretic Approaches for Dynamical System Modeling
Presenter
- Yunan Yang
June 12, 2025
IMSI
Quantum mechanical closure of partial differential equations with symmetries
Presenter
- Dimitris Giannakis
June 12, 2025
IMSI
Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes
Presenter
- Andrej Risteski
June 11, 2025
IMSI
