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Sidharth S. Menon

Worcester Polytechnic Institute

WPI, Washburn Shops, 100 Institute Rd

Worcester

Worcester, MA 01609

United States

  • Worcester Polytechnic Institute

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

On Scientific Foundation Models:Rigorous Definitions, Key Applications, and a Survey

Number of pages: 89 Posted: 27 Aug 2025
Sidharth S. Menon, Trishit Mondal, Shuvayan Brahmachary, Aniruddha Panda, Subodh M. Joshi, Kaushic Kalyanaraman and Ameya D. Jagtap
Worcester Polytechnic Institute, Worcester Polytechnic Institute, Shell India Markets Private Limited, Shell India Markets Private Limited, Shell India Markets Private Limited, Shell India Markets Private Limited and Brown University
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Scientific Foundation Models, Domain Adaptation and Generalization, Problem Adaptation and Generalization

2.

Intelligent Fluid Flows: A Survey of Deep Learning Methods for Turbulent, Multiphase, and Reactive Flows

Number of pages: 145 Posted: 12 Dec 2025
Sidharth S. Menon, Mahdi Lavari, Amelia Kokernak, Joel Mathew, Charulatha A. Jagtap, Jagannath Jayachandran, Aswin Gnanaskandan and Ameya D. Jagtap
Worcester Polytechnic Institute, Worcester Polytechnic Institute, Worcester Polytechnic Institute, Worcester Polytechnic Institute, Worcester Polytechnic Institute, Worcester Polytechnic Institute, Worcester Polytechnic Institute and Brown University
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Deep Learning Methods, Turbulent Flows, Multiphase Flows, Reactive Flows, Scientific Deep Learning