research
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09/03/2023
Bayesian inference of composition-dependent phase diagrams
Phase diagrams serve as a highly informative tool for materials design, ...
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06/23/2023
A physics-informed AI method for calculating melting points with uncertainty control and optimal sampling
We present an artificial intelligence (AI) method for automatically comp...
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02/27/2019
Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning
Active learning methods for neural networks are usually based on greedy ...
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06/26/2018