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MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods


Jan 26, 2023
Ali Taghibakhshi, Nicolas Nytko, Tareq Uz Zaman, Scott MacLachlan, Luke Olson, Matthew West

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Truly Deterministic Policy Optimization


May 30, 2022
Ehsan Saleh, Saba Ghaffari, Timothy Bretl, Matthew West

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Learning Interface Conditions in Domain Decomposition Solvers


May 19, 2022
Ali Taghibakhshi, Nicolas Nytko, Tareq Zaman, Scott MacLachlan, Luke Olson, Matthew West

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Efficient Partial Credit Grading of Proof Blocks Problems


Apr 08, 2022
Seth Poulsen, Shubhang Kulkarni, Geoffrey Herman, Matthew West

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Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning


Jun 03, 2021
Ali Taghibakhshi, Scott MacLachlan, Luke Olson, Matthew West

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Local Navigation and Docking of an Autonomous Robot Mower using Reinforcement Learning and Computer Vision


Jan 15, 2021
Ali Taghibakhshi, Nathan Ogden, Matthew West

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Unsupervised Regionalization of Particle-resolved Aerosol Mixing State Indices on the Global Scale


Dec 06, 2020
Zhonghua Zheng, Joseph Ching, Jeffrey H. Curtis, Yu Yao, Peng Xu, Matthew West, Nicole Riemer

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* AI for Earth Sciences Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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Statistically Model Checking PCTL Specifications on Markov Decision Processes via Reinforcement Learning


Apr 22, 2020
Yu Wang, Nima Roohi, Matthew West, Mahesh Viswanathan, Geir E. Dullerud

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A tree-based radial basis function method for noisy parallel surrogate optimization


Aug 21, 2019
Chenchao Shou, Matthew West

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