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Artificial Intelligence Institute for Advances in Optimization

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Revolutionizing Membrane Design Using Machine Learning- Bayesian Optimization

Dec 20, 2021

This work demonstrates a transformative machine learning-Bayesian optimization strategy to guide membrane design enabling the upper bound breaking performance.

Environmentl Science & Technology magazine cover

/sites/default/files/hg_attachments/2024-08/21%20Membrane%20Design_ML_Bayesian%20Optimization_EST.pdf
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This project is supported by U.S. National Science Foundation under Cooperative Agreement 2112533. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.
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