2020 Virtual AIChE Annual Meeting

Session: Data-Driven Design and Modeling of Biomaterials

Chair

He, Y., Zhejiang University (Yuquan Campus)

Co-Chair

Presentations

08:00 AM

(577a) Iterative Peptide Biomaterials Discovery with Maximum Entropy Methods and Deep Learning
White, A.

08:15 AM

(577b) Discovering Molecules with Selective Membrane Partitioning Using Active Learning and Alchemical Transformation
Shmilovich, K., Ferguson, A., Bereau, T., Mohr, B.

08:30 AM

(577d) Integrating Coarse-Grained Modeling, Machine Learning, and Optimization for Biopolymer Design
Webb, M.

08:45 AM

(577e) Machine Learning for the Prediction of Glass Transition Temperature of Biodegradable Polymers
Brenza, T., Kalaga, E. A.

09:00 AM

(577f) Integration of Metabolic Network and Data-Driven Modeling to Predict Context-dependent Microbial Interactions
Kessell, A. K., Song, H. S.

09:15 AM

(577g) Molecular Design of Underwater Adhesives Using DOPA and Amyloid-Forming Peptide Conjugates
Chen, A., Shao, Q., Hall, C.

09:30 AM

(577h) Intelligent Design of Substituted Ferrite Materials for Magnetically Modulated Energy Delivery Applications: Density Functional Theory and Machine Learning Study
Meza-Morales, P., Zhu, J., Chaluvadi, A., Mefford, O., Getman, R. B.

09:45 AM

(577i) Computational Modeling of Therapeutic Glycoproteins
Faller, R., Bernardi, A., McDonald, K. A., Nandi, S., Huang, Y., Xiong, Y.