ENBIS Spring Meeting 2025

Session

Keynote

29 May 2025, 09:15

Conveners

Keynote: LLM and human-in-the-loop Bayesian optimization for chemical experiments

• Marco P. Seabra dos Reis (Department of Chemical Engineering, University of Coimbra)

Keynote: Establishing Multivariate Specification Regions for Incoming Raw Materials – a QbD approach

• Raffaele Vitale (Université de Lille)

40. LLM and human-in-the-loop Bayesian optimization for chemical experiments

Antonio Del Rio Chanona (Imperial College, UK)

29/05/2025, 09:15

Spring Meeting

Bayesian optimization has proven effective for optimizing expensive-to-evaluate functions in Chemical Engineering. However, valuable physical insights from domain experts are often overlooked. This article introduces a collaborative Bayesian optimization approach that integrates both human expertise and large language models (LLMs) into the data-driven decision-making process. By combining...

41. Establishing Multivariate Specification Regions for Incoming Raw Materials – a QbD approach

Carl Duchesne (Université Laval (Canada))

30/05/2025, 09:00

Spring Meeting

Establishing multivariate specification regions for selecting raw material lots entering a customer’s plant is crucial for ensuring smooth operations and consistently achieving final product quality targets. Moreover, these regions guide the selection of suppliers. By meeting these specifications, suppliers contribute to customer satisfaction, which can, in turn, enhance market share. Latent...