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Klaus Hellgardt

Imperial College London

South Kensington Campus

Exhibition Road

London, SW7 2AZ

United Kingdom

  • Imperial College London

SCHOLARLY PAPERS

4

DOWNLOADS

107

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

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
Downloads 34 (1,459,862)

Abstract:

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

2.

Flow Synthesis Development and Photocatalytic Activity Optimization of Copper Oxide Nanoparticles Using Design of Experiments

Number of pages: 28 Posted: 09 Jan 2024
George Ebri and Klaus Hellgardt
Imperial College London and Imperial College London
Downloads 29 (1,332,057)

Abstract:

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Flow Synthesis, Continuous process, Nanoparticles, Photocatalysis, Copper oxide (Cu2O), Design of experiments.

3.

Generalized Runaway Diagrams for Catalytic Reactors with Stacked Catalyst Activities

Number of pages: 37 Posted: 19 Aug 2024
Jingxian Zhang, Christopher J. Tighe, Klaus Hellgardt, Dominik Unruh and Rene Bos
Imperial College London, Imperial College London, Imperial College London, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,411,822)
Citation 1

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Multitubular reactors, thermal runaway, Multiple hot spots, Activity profiling, Barkelew plots

4.

‘Homeopathic’ Palladium Catalysis? The Observation of Distinct Kinetic Regimes in a Ligandless Heck Reaction at (Ultra-)Low Catalyst Loadings

Number of pages: 21 Posted: 15 Feb 2023
Oliver James Newton, Klaus Hellgardt, Jeffery Richardson and King Kuok Hii
Imperial College London, Imperial College London, affiliation not provided to SSRN and Imperial College London
Downloads 21 (1,436,435)

Abstract:

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Heck reaction, kinetics, active catalysts, Deactivation