PDEBench
PulseAugur coverage of PDEBench — every cluster mentioning PDEBench across labs, papers, and developer communities, ranked by signal.
-
Operator Boosting framework creates efficient neural PDE surrogates
Researchers have developed a new framework called Operator Boosting to create more efficient neural network surrogates for solving partial differential equations (PDEs). This method trains smaller neural operators on re…
-
Posterior-first neural PDE simulation improves accuracy with single observation
Researchers have introduced a novel approach called posterior-first neural PDE simulation for inferring hidden problem states from single observed fields. This method first estimates a posterior distribution over the pr…
-
FlowForge engine enhances CFD flow-field prediction with staged local rollouts
Researchers have developed FlowForge, a novel engine designed for predicting flow fields using deep learning. This system employs a staged local rollout approach, updating spatial sites sequentially rather than in a sin…