Luke Olson
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(11)
📈
Trend Setter
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
domain decomposition
(2)
graph neural network
(2)
partial differential equation
(2)
loss function
(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)
neural network architecture
(1)
schwarz method
(1)
unsupervised learning
(1)
reinforcement learning
(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
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning
NIPS 2021