Generative ai and process systems engineering: The next frontier

B Decardi-Nelson, AS Alshehri, A Ajagekar… - Computers & Chemical …, 2024 - Elsevier
This review article explores how emerging generative artificial intelligence (GenAI) models,
such as large language models (LLMs), can enhance solution methodologies within process …

Diffusion models in protein structure and docking

J Yim, H Stärk, G Corso, B Jing… - Wiley …, 2024 - Wiley Online Library
Generative AI is rapidly transforming the frontier of research in computational structural
biology. Indeed, recent successes have substantially advanced protein design and drug …

How to Go With the Flow: an Analysis of Flow Matching Molecular Docking Performance With Priors of Varying Information Content

DA Sharon, Y Huang, M Oyewole, S Mustafa - ICLR 2024 Workshop on … - openreview.net
Predicting molecular docking poses with flow matching algorithms represents both a
promising opportunity and a challenging task. Recently, a flow matching algorithm …