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06/17/2022
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis
Computational catalysis and machine learning communities have made consi...
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03/18/2022
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations
Recent progress in Graph Neural Networks (GNNs) for modeling atomic simu...
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03/02/2021
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
With massive amounts of atomic simulation data available, there is a hug...
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10/21/2020
Beyond English-Centric Multilingual Machine Translation
Existing work in translation demonstrated the potential of massively mul...
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10/20/2020
The Open Catalyst 2020 (OC20) Dataset and Community Challenges
Catalyst discovery and optimization is key to solving many societal and ...
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10/14/2020
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
Scalable and cost-effective solutions to renewable energy storage are es...
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07/22/2019
Why Build an Assistant in Minecraft?
In this document we describe a rationale for a research program aimed at...
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07/19/2019
CraftAssist: A Framework for Dialogue-enabled Interactive Agents
This paper describes an implementation of a bot assistant in Minecraft, ...
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10/25/2017