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Sparse-optimization to discover dynamical systems models from data
Presenter
- Niall Mangan
March 19, 2025
IMSI
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Gaussian Process Regression Constrained by Boundary Value Problems
Presenter
- Mamikon Guilan
September 1, 2022
IMSI
Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA
Presenter
- Michele Ceriotti
May 3, 2023
IPAM
Exploring all possible climates with Earth system emulation
Presenter
- Duncan Watson-Parris
March 31, 2023
IMSI
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks
Presenter
- Tom Beucler
November 4, 2022
IMSI
Serhiy Yanchuk - Adaptive dynamical networks: from multiclusters to recurrent synchronization
Presenter
- Serhiy Yanchuk
September 2, 2022
IPAM
Data-driven Balanced Truncation for Learning Mechanical Systems
Presenter
- Steffen Werner
November 11, 2025
IMSI
Quantum-Chemical Predictions from Coarse-Grained Molecular Representations
Presenter
- Nick Jackson
April 23, 2024
IMSI
