Venue: FIAS Lecture Hall / online

Our next "CMMS Talks" event with a talk by Prof. Dr. Andrew Ferguson will take place on Monday, 18 December 2023 at 11 a.m. in the FIAS lecture hall.

Abstract:

Data-driven modeling and deep learning present powerful tools that are opening up new paradigms and opportunities in the understanding, discovery, and design of soft and biological materials. I will describe our recent applications of deep representational learning to expose the sequence-function relationship within homologous protein families and to use these principles for the data-driven design and experimental testing of synthetic proteins with elevated function. I will then describe an approach based on denoising diffusion models to restore all-atom resolution to coarse-grained molecular dynamics simulations of proteins to help break the time scale barrier in biomolecular simulations.

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We will run a Zoom session:

Zoom2 FIAS lädt Sie zu einem geplanten Zoom-Meeting ein. Thema: CMMS Talks WS 23/24

Meeting-ID: 876 8546 2244 Kenncode: 870812