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Department of Chemistry and Biology
Institute of Organic Chemistry
Paper-Conference
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
Automation is one of the cornerstones of contemporary material discovery. Bayesian optimization (BO) is an essential part of such …
Agustinus Kristiadi
,
Felix Strieth-Kalthoff
,
Marta Skreta
,
Pascal Poupart
,
Alán Aspuru-Guzik
,
Geoff Pleiss
DOI
arXiv
GAUCHE: A Library for Gaussian Processes in Chemistry
We introduce GAUCHE, an open-source library for GAUssian processes in CHEmistry. Gaussian processes have long been a cornerstone of …
Ryan-Rhys Griffiths
,
Leo Klarner
,
Henry Moss
,
Aditya Ravuri
,
Sang Truong
,
Yuanqi Du
,
Samuel Stanton
,
Gary Tom
,
Bojana Rankovic
,
Arian Jamasb
,
Aryan Deshwal
,
Julius Schwartz
,
Austin Tripp
,
Gregory Kell
,
Simon Frieder
,
Anthony Bourached
,
Jacob Moss
,
Chengzhi Guo
,
Johannes P. Dürholt
,
Saudamini Chaurasia
,
Ji Won Park
,
Felix Strieth-Kalthoff
,
Alpha Lee
,
Bingquing Cheng
,
Alán Aspuru-Guzik
,
Philippe Schwaller
,
Jian Tang
DOI
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