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Creating It from Bit
Prof Ong gave an invited seminar talk at the National University of Singapore on Jul 5 2023. In this talk, Prof Ong discusses the different ways in which machine learning (ML) can be used to improve or accelerate the various steps of in silico materials design. The general goal is to preserve the universality and accuracy of ab initio approaches as far as possible while achieving orders of magnitude speed-ups and improved scaling. Prof Ong shared his view that graph deep learning models trained on large div
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ICLR 2023 Workshop, Machine Leanring for Materials
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Nils E. R. Zimmermann
MaterialsQM Consulting
Materials Virtual Lab