Matthew West
5 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π§ Keyword Pioneer π Conference Polyglot (2) π Interdisciplinary Bridge π Renaissance Researcher (6)
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(11)
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Trend Setter
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
reinforcement learning
(2)
domain decomposition
(2)
graph neural network
(2)
partial differential equation
(2)
loss function
(1)
robotic control
(1)
deterministic policy
(1)
linear system solver
(1)
graph coarsening
(1)
multilevel method
(1)
unsupervised loss
(1)
unstructured grid
(1)
graph convolutional neural network
(1)
algebraic multigrid
(1)
domain decomposition method
(1)
optimized schwarz method
(1)
multigrid method
(1)
unsupervised loss function
(1)
linear solver
(1)
deterministic policy optimization
(1)
Papers
Learning from Integral Losses in Physics Informed Neural Networks
ICML 2024
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
ICML 2023
Learning Interface Conditions in Domain Decomposition Solvers
NIPS 2022
Truly Deterministic Policy Optimization
NIPS 2022
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning
NIPS 2021