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Hybrid twins for materials processing: combining physics-based simulations and data-driven models
Presenter
- Benjamin Klusemann
December 3, 2025
IMSI
Annabella Selloni - Chemistry of Aqueous Oxide Interfaces from Machine Learning Molecular Dynamics
Presenter
- Annabella Selloni
October 30, 2025
IPAM
Using machine learning to accommodate complexity in phylogenetics
Presenter
- Megan Smith
October 23, 2024
ICERM
Machine Learning Interatomic Potentials to Predict Bond Dissociation Energies
Presenter
- Elena Gelzinyte
April 11, 2024
IMSI
Multiscale and Data-driven Methods for the Simulation of Materials Failure
Presenter
- James Kermode
April 11, 2024
IMSI
Machine learning at the mesoscale: advances in analyzing and coarse-graining via data-driven approaches
Presenter
- Rose Cersonsky
April 11, 2024
IMSI
Jin Peng Liu - Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Machine Learning
Presenter
- Jin-Peng Liu
October 6, 2023
IPAM
Yimo Han - Assisting 4D-STEM data processing by machine learning and Bayesian optimization
Presenter
- Yimo Han
October 28, 2022
IPAM
DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK
Presenter
- Camilo Garcia Trillos
May 24, 2022
IMSI
Market making algorithms: the next success of Reinforcement Learning?
Presenter
- Olivier Gueant
May 24, 2022
IMSI
Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms
Presenter
- Ruimeng Hu
May 23, 2022
IMSI