Diff-NekRS: A Scalable Differentiable Framework for Multi-Timestep Solver-in-the-Loop Training

Junoh Jung, Riccardo Balin, Bethany Lusch +1

Hybrid physics-machine-learning solvers improve under-resolved simulations by embedding trainable corrections into the time integration. During autoregressive inference, repeated s…