gmres 1machine learning 1newton's method 1parameterized pdes 1reduced-order modeling 1surrogate modeling 1
From the 1 of 2 papers with an AI index.
- Bioengineering CenterRU1 paper
- Bucknell UniversityUS1 paper
- CEA Paris-Saclay - Etablissement de SaclayFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Harvard UniversityUS1 paper
- Massachusetts General HospitalUS1 paper
- Michelin (United States)US1 paper
- Texas Medical BoardUS1 paper
- Université de Technologie de CompiègneFR1 paper
2 papers
cs.LG2026
Learning features from Newton's algorithm: a way to accelerate nonlinear parametrized PDE solvers
Rémy Vallot, Florian de Vuyst, Thibault Dairay +1
The paper introduces a two‑stage method that learns features from precomputed Newton trajectories to predict a surrogate solution and then apply a cheap corrective step, providing…
physics.flu-dyn2026
Bicuspid Valve Closure and Backflow Prevention: Role of Leaflet Geometry
B. Kaoui, A. Bou Orm, P. Navet +2
Bicuspid valves with crescent-shaped leaflets are found in lymphatic vessels and veins, where their primary function is to prevent reflux and ensure unidirectional flow toward the…