Author

Ayush Pal

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biochemistry· 1

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Approach:deep learning· 1 Approach:machine learning (classical)· 1

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Colin Zhang· 1 shared Joseph PaterasiD· 1 shared Preetam GhoshiD· 1 shared Shriya Majumdar· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBiochemistry

Colin Zhang

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1 paper

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BiochemistryScientific ReportsPeer-reviewedMar 7, 2025

Physics-informed machine learning for automatic model reduction in chemical reaction networks

Joseph Pateras, Colin Zhang, Shriya Majumdar…·Preetam Ghosh

This paper introduces a physics-informed machine learning framework for automatic model reduction in chemical reaction networks, enhancing efficiency and accuracy in simulating complex systems like Aβ fibril aggregation.

17 citationstop 4%

deep learningmachine learning (classical)

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