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Department of Chemistry and Biology
Institute of Organic Chemistry
Preprint
MoSeS Enables Autonomous Chromatography Operation through Programmable Analytical Expertise
Chromatography–mass spectrometry is a central tool for chemical and biological analysis across a wide range of applications. However, …
Mohammad Haddadnia
,
Malcolm Sim
,
Han Hao
,
Kazuhiro Hotta
,
Martin Seifrid
,
Dennis Fedotov
,
Tony C. Wu
,
Shi Xuan Leong
,
Felix Strieth-Kalthoff*
,
Alán Aspuru-Guzik*
DOI
Domain-Adapted Molecular Language Models for Efficient Search of Make-on-Demand Libraries
Pretrained molecular language models are increasingly used as molecular encoders for learning structure-property relationships. …
Henrik Wille
,
Luis-Finley Schütz
,
Felix Strieth-Kalthoff*
DOI
Bayesian Optimization for General Reaction Conditions
General chemical reaction conditions that achieve consistently high performance across multiple substrates are important for practical …
Stefan P. Schmid
,
Ella M. Rajaonson
,
Cher Tian Ser
,
Mohammad Haddadnia
,
Shi Xuan Leong
,
Alán Aspuru-Guzik*
,
Agustinus Kristiadi*
,
Kjell Jorner*
,
Felix Strieth-Kalthoff*
DOI
GitHub
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?
Bayesian optimization (BO) is an integral part of automated scientific discovery – the so-called self-driving lab – where …
Agustinus Kristiadi
,
Felix Strieth-Kalthoff
,
Sriram Ganapathi Subramanian
,
Vincent Fortuin
,
Pascal Poupart
,
Geoff Pleiss
DOI
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