2 papers
cs.LG2025
Hybrid twinning using PBDW and DeepONet for the effective state estimation and prediction on partially known systems
Stiven Briand Massala, Ludovic Chamoin, Massimo Picca Ciamarra
The accurate estimation of the state of complex uncertain physical systems requires reconciling theoretical models, with inherent imperfections, with noisy experimental data. In th…
astro-ph.GA2025
From Simulations to Surveys: Domain Adaptation for Galaxy Observations
Kaley Brauer, Aditya Prasad Dash, Meet J. Vyas +2
Large photometric surveys will image billions of galaxies, but we currently lack quick, reliable automated ways to infer their physical properties like morphology, stellar mass, an…