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Two Tales, One Resolution: Physics-Informed Inference Time Scaling and Precondition
Presenter
- Yiping Lu
May 22, 2025
IMSI
A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information
Presenter
- Andrew Brown
May 22, 2025
IMSI
Digital Twin Calibration with Model-Based Reinforcement Learning
Presenter
- Wei Xie
May 22, 2025
IMSI
Generative modeling of conditional spatial distributions via autoregressive Gaussian processes
Presenter
- Matthias Katzfuss
May 21, 2025
IMSI
From Matrix Interpolation to Tensorized Simulation of High-Dimensional Random Variables: with Applications to Rare Event Estimation
Presenter
- Tiangang Cui
May 21, 2025
IMSI
MaLT: Machine-Learning-Guided Test Case Design and Fault Localization of Complex Software Systems
Presenter
- Irene Ji
May 21, 2025
IMSI
Deep Gaussian processes for estimation of failure probabilities in complex systems
Presenter
- Annie Booth
May 20, 2025
IMSI
Climate Model Downscaling: Spatial Models and Uncertainty Quantification
Presenter
- Emily Kang
May 20, 2025
IMSI
FAIR Universe: Benchmarks for Systematics-Aware Machine Learning in Particle Physics and Cosmology
Presenter
- Po-Wen Chang
May 20, 2025
IMSI
Towards prediction uncertainty for computational physics-based models, agent-based models, and machine learning models
Presenter
- Dave Higdon
May 19, 2025
IMSI
Simulation-based Uncertainty Quantification for Remote Sensing Inverse Problems
Presenter
- Amy Braverman
May 19, 2025
IMSI