PETScML: Second-order solvers for training regression problems in
Scientific Machine LearningPlatform for Advanced Scientific Computing Conference (PASC), 2024 |
A memory-efficient neural ODE framework based on high-level adjoint
differentiationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022 |
Parallel, Portable Algorithms for Distance-2 Maximal Independent Set and
Graph CoarseningIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022 |
libEnsemble: A Library to Coordinate the Concurrent Evaluation of
Dynamic Ensembles of CalculationsIEEE Transactions on Parallel and Distributed Systems (TPDS), 2021 |
The PetscSF Scalable Communication LayerIEEE Transactions on Parallel and Distributed Systems (TPDS), 2021 |
Ginkgo -- A Math Library designed for Platform PortabilityParallel Computing (PC), 2020 |