基本信息
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职业迁徙
个人简介
Healthcare IT professional with over 20 years industry experience with emphasis on providing ML/AI solutions for drug discovery.
I am passionate about pushing the boundaries of using artificial intelligence and machine learning in drug discovery. A key focus for me has been on building both the team within BioPharmaceuticals R&D and collaborating with external experts to advance innovation in drug design and synthesis.
Through a pioneering collaboration with the University of Muenster, my team demonstrated the first application of recurrent Neural Networks to molecular design which has been published in two recent, highly-cited articles. This methodology allows us to design novel drug molecules using machine learning to navigate the breadth of chemical space and to exploit our vast knowledge base.
I am passionate about pushing the boundaries of using artificial intelligence and machine learning in drug discovery. A key focus for me has been on building both the team within BioPharmaceuticals R&D and collaborating with external experts to advance innovation in drug design and synthesis.
Through a pioneering collaboration with the University of Muenster, my team demonstrated the first application of recurrent Neural Networks to molecular design which has been published in two recent, highly-cited articles. This methodology allows us to design novel drug molecules using machine learning to navigate the breadth of chemical space and to exploit our vast knowledge base.
研究兴趣
论文共 215 篇作者统计合作学者相似作者
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DIGITAL DISCOVERYno. 1 (2024): 122-135
Thomas Löhr, Michael Dodds, Lili Cao, Mikhail Kabeshov, Michele Assante, Jon-Paul Janet, Marco Klähn,Ola Engkvist
CoRR (2024)
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crossref(2024)
Machine Learning: Science and Technologyno. 2 (2024): 025010
Herman van Vlijmen,Andrew D. Pannifer, Phil Cochrane, Daniel Basting,Volkhart M. Li,Ola Engkvist,Jean -Yves Ortholand, Markus Wagener, James Duffy,Dirk Finsinger,Jeremy Davis, Steven P. van Helden,
Jiazhen He, Alessandro Tibo,Jon Paul Janet,Eva Nittinger,Christian Tyrchan,Werngard Czechtizky,Engkvist Ola
crossref(2024)
CHEMICAL SCIENCEno. 11 (2024): 4146-4160
Hannes H. Loeffler,Jiazhen He, Alessandro Tibo,Jon Paul Janet, Alexey Voronov,Lewis H. Mervin,Ola Engkvist
Journal of Cheminformaticsno. 1 (2024): 1-16
Digital Discoveryno. 2 (2023): 392-408
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