Other

Explore talks from other groups besides ML+X, ML4MI, and SILO; on campus and beyond.

A Biophysics-based Protein Language Model for Protein Engineering

Videos

Cross Labs AI

Transfer learning

Biophysics

Protein language models

Foundation models

LLM

Deep learning

Protein engineering

Simulations

We introduce Mutational Effect Transfer Learning (METL), a specialized protein language model that bridges the gap between traditional biophysics-based and machine learning approaches by incorporating synthetic data from molecular simulations.

Sam Gelman, PhD

Using Large Language Models for Meteorological Fact Finding

Videos

LLM

Meteorology

This talk demonstrates harnessing the power of AI to open new avenues in data analysis, including for meteorological fact-finding. Discover how cutting-edge large language models (LLMs) like OpenAI’s ChatGPT 3.5 and 4.0 hold are poised to help the field of meteorological data analysis.

Exploring AI at UW-Madison

Multidisciplinary

UW-Madison

Playlists

A summer 2023 webinar series sponsored by the Division of Information Technology and the Data Science Institute.