PPL
George Em Karniadakis
Papers (5)
Operator Learning for Reconstructing Flow Fields from Sparse Measurements: a Language Model ApproachUFO: A Domain-Unification-Free Operator Framework for Generalized Operator LearningGRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical AlgorithmsNSPOD: Accelerating Krylov solvers via DeepONet-learned POD subspacesMulti-fidelity surrogates for mechanics of composites: from co-kriging to multi-fidelity neural networks