Kobi Felton - Publications, H-index & Citations

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Kobi Felton

University of Cambridge

10H-index

30Paper Count

982Citation Count

Published Papers 7

Publication Date

ML-SAFT: A machine learning framework for PCP-SAFT parameter prediction

CHEMICAL ENGINEERING JOURNAL

IF13.2

2024-07-01

OAAI

Felton, Kobi C.; Rasspe-Lange, Lukas; Rittig, Jan G.; Leonhard, Kai; Mitsos, Alexander; Meyer-Kirschner, Julian; Knoesche, Carsten; Lapkin, Alexei A.

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ORDerly: Data Sets and Benchmarks for Chemical Reaction Data

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-04-22

OAAI

Wigh, Daniel S.; Arrowsmith, Joe; Pomberger, Alexander; Felton, Kobi C.; Lapkin, Alexei A.

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Multi-objective Bayesian optimisation using q-noisy expected hypervolume improvement (qNEHVI) for the Schotten-Baumann reaction

REACTION CHEMISTRY & ENGINEERING

IF3.1

2024-01-01

OAAI

Zhang, Jiyizhe; Sugisawa, Naoto; Felton, Kobi C.; Fuse, Shinichiro; Lapkin, Alexei A.

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Accelerated Chemical Reaction Optimization Using Multi-Task Learning

ACS CENTRAL SCIENCE

IF10.4

2023-04-13

OAAI

Taylor, Connor J.; Felton, Kobi C.; Wigh, Daniel; Jeraal, Mohammed I.; Grainger, Rachel; Chessari, Gianni; Johnson, Christopher N.; Lapkin, Alexei A.

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Gibbs-Duhem-informed neural networks for binary activity coefficient prediction

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Rittig, Jan G.; Felton, Kobi C.; Lapkin, Alexei A.; Mitsos, Alexander

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Optimization of Formulations Using Robotic Experiments Driven by Machine Learning DoE

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2021-01-01

OAAI

Cao, Liwei; Russo, Danilo; Felton, Kobi; Salley, Daniel; Sharma, Abhishek; Keenan, Graham; Mauer, Werner; Gao, Huanhuan; Cronin, Leroy; Lapkin, Alexei A.

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Automated microfluidic platform for systematic studies of colloidal perovskite nanocrystals: towards continuous nano-manufacturing

LAB ON A CHIP

IF5.4

2017-01-01

134

PREAI

Epps, Robert W.; Felton, Kobi C.; Coley, Connor W.; Abolhasani, Milad

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Research Directions