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20232026
most citedGenerative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts

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stat.ML2026

Conditional flow matching for physics-constrained inverse problems with finite training data

Agnimitra Dasgupta, Ali Fardisi, Mehrnegar Aminy +4

This study presents a conditional flow matching framework for solving physics-constrained Bayesian inverse problems. In this setting, samples from the joint distribution of inferre…