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Toward Online Deployment of Neural-Networks to Search and Characterize Compact Binary Mergers
Presenter
- Deep Chatterjee
June 6, 2025
ICERM
An overview of gravitational wave surrogate modelling
Presenter
- Carl-Johan Haster
June 3, 2025
ICERM
MaLT: Machine-Learning-Guided Test Case Design and Fault Localization of Complex Software Systems
Presenter
- Irene Ji
May 21, 2025
IMSI
Michele Pavanello - Learning functional theories of the 1- and 2-electron reduced density matrices
Presenter
- Michele Pavanello
April 1, 2025
IPAM
Recent Advances and Applications in Weak From-Based Learning of Interacting Particle Systems
Presenter
- David Bortz
March 19, 2025
IMSI
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Leveraging deep learning for geophysical data assimilation and surrogate models
Presenter
- Marc Bocquet
June 26, 2024
IMSI
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys
Presenter
- Anjana Talapatra
May 16, 2024
IMSI
Optimization, Sampling and Generative Modeling in Non-Euclidean Spaces
Presenter
- Molei Tao
May 15, 2024
IMSI
Learning a Neural Free-Energy Functional from Pair-Correlation Functions
Presenter
- Bernd Ensing
April 25, 2024
IMSI
AIMNet2 family of machine learning potentials: general-purpose and task-specific models for element-organic molecules and radicals, reactions and molecular crystals
Presenter
- Roman Zubatyuk
April 12, 2024
IMSI
Learning dynamic regulatory networks from single-cell data
Presenter
- Dhananjay Bhaskar
December 14, 2023
ICERM