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portfolio
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publications
Electrocleavage Synthesis of Solution-Processed, Imine-Linked, and Crystalline Covalent Organic Framework Thin Films
Published in Journal of the American Chemical Society, 2022
TransPolymer: a Transformer-based language model for polymer property predictions
Published in npj Computational Materials, 2023
Denoise Pretraining on Nonequilibrium Molecules for Accurate and Transferable Neural Potentials
Published in Journal of Chemical Theory and Computation, 2023
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction
Published in arXiv preprint arXiv:2308.16259, 2023
DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation
Published in arXiv preprint arXiv:2507.14267, 2025
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
Published in Nature Communications, 2026
talks
CLOUD: A Scientific Foundation Model for Crystal Property Prediction
Published:
Abstract
CLOUD: A Scientific Foundation Model for Crystal Property Prediction
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Spotlight Paper at MoML 2024
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystals
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CLOUD: A Scalable and Physics-Informed Foundation Model for Crystals
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Abstract
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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