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01/30/2023
Improved machine learning algorithm for predicting ground state properties
Finding the ground state of a quantum many-body system is a fundamental ...
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10/09/2022
Residual Neural Networks for the Prediction of Planetary Collision Outcomes
Fast and accurate treatment of collisions in the context of modern N-bod...
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06/07/2022
Few-Shot Learning by Dimensionality Reduction in Gradient Space
We introduce SubGD, a novel few-shot learning method which is based on t...
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05/24/2022
History Compression via Language Models in Reinforcement Learning
In a partially observable Markov decision process (POMDP), an agent typi...
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06/21/2021
Boundary Graph Neural Networks for 3D Simulations
The abundance of data has given machine learning huge momentum in natura...
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05/04/2021