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Ammar Ali

Imperial College London

South Kensington Campus

Exhibition Road

London, SW7 2AZ

United Kingdom

  • Imperial College London

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Physics Informed Symbolic Regression for Data-Efficient Kinetic Model Discovery

Number of pages: 29 Posted: 04 May 2026
Miguel Ángel de Carvalho Servia, Ammar Ali, Ilya Orson Sandoval, King Kuok Hii, Klaus Hellgardt, Dongda Zhang, Mercangöz Mehmet and Antonio Del Rio Chanona
Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London, The University of Manchester, Imperial College London and Imperial College London
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Abstract:

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chemical reaction engineering, kinetic model generation, automated knowledge discovery, physics-informedmachine learning, symbolic regression