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Department of Chemistry and Biology
Institute of Organic Chemistry
Preprint
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
One Set to Rule Them All: How to Obtain General Chemical Conditions via Bayesian Optimization over Curried Functions
General parameters are highly desirable in the natural sciences - e.g., chemical reaction conditions that enable high yields across a …
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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