2022 Spring Meeting and 18th Global Congress on Process Safety Proceedings

Session: Data-Driven and Hybrid Approaches to Development of New Products II

Chair

Alix Schmidt, Dow Chemical

Co-Chair

Kristin Wallace, ProSensus

Presentations

03:30 PM

(121a) Machine Learning Approaches to Predict Density and Resiliency of Polyurethane Flexible Foams
Sukrit Mukhopadhyay, Daniel Christiansen, Huikuan Chao, Jerome Claracq, Fabio Aguirre-Vargas, Paul Cookson, Bo Shuang, Alix Schmidt, Kaylyn Torkelson, Rahul Venkatesh, Xiaohan Yu

04:00 PM

(121b) The Combination of Data-Driven and Physics-Based Modeling with Application in Protein Formulations.
Ravindra Aglave, Johannes G. E. M. Fraaije, Panos Petris

04:30 PM

(121c) Accelerating Product Development with Diverse Training Data
Kenneth Kroenlein, Sebastian M. Bernasek, Lenore Kubie