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08/26/2022
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization
Needle-in-a-Haystack problems exist across a wide range of applications ...
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10/01/2021
Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing
Photovoltaics (PV) have achieved rapid development in the past decade in...
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05/15/2020
Inverse design of crystals using generalized invertible crystallographic representation
Deep learning has fostered many novel applications in materials informat...
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11/20/2018