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stat.ML2026
Multi-output Gaussian process prediction of physical fields under linear equality constraints
Mahamat Hamdan Nassouradine, Clément Gauchy, Pierre-Emmanuel Angeli +1
We address the simultaneous prediction of multiple high-dimensional physical fields governed by linear equality constraints, a setting that arises in many real-world applications i…
stat.ML2021
Importance sampling based active learning for parametric seismic fragility curve estimation
Clement Gauchy, Cyril Feau, Josselin Garnier
The key elements of seismic probabilistic risk assessment studies are the fragility curves which express the probabilities of failure of structures conditional to a seismic intensi…