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12/29/2022
Multi-Agent Deep Reinforcement Learning Based Resource Management in SWIPT Enabled Cellular Networks with H2H/M2M Co-Existence
Machine-to-Machine (M2M) communication is crucial in developing Internet...
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04/11/2022
Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics
A simultaneously accurate and computationally efficient parametrization ...
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01/08/2021
SE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials
This work presents Neural Equivariant Interatomic Potentials (NequIP), a...
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12/07/2020
Multitask machine learning of collective variables for enhanced sampling of rare events
Computing accurate reaction rates is a central challenge in computationa...
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08/26/2020