Bioinformatics Seminar

Discovering New Biochemistry from Biological Conflicts
Wednesday, September 24, 2025 - 11:30am to 1:00pm

Biological replicators are locked in deeply intertwined genetic conflicts with each other.

Evolutionary Design from Molecular to Genome Scale
Wednesday, September 10, 2025 - 11:30am to 1:00pm

All of life encodes information with DNA.

Discovering Safe, Effective Drugs via Machine Learning and Simulation of 3D Structure
Wednesday, September 17, 2025 - 11:30am to 1:00pm

Recent years have seen dramatic advances in both experimental determination and computational prediction of macromolecular structures.

Deep generative models for protein engineering
Wednesday, October 16, 2024 - 11:30am to 1:00pm

Deep generative models are increasingly powerful tools for the in silico design of novel proteins.

Inferring and Characterizing Cellular and Neural Dynamics with Geometric and Topological Deep Learning
Wednesday, October 2, 2024 - 11:30am to 1:00pm

In the last decade there has been a data revolution in biology with the advent of high-throughput high dimensional data modalities such as single-cell RNA-sequencing, fMRI data, molecular structure data and other modalities.

Understanding the genetic basis of complex traits from Biobank-scale data: Statistical and Computational challenges
Wednesday, October 9, 2024 - 11:30am to 1:00pm
Does evolution have an inbuilt bias towards highly compressible phenotypes?
Wednesday, September 25, 2024 - 11:30am to 1:00pm
Pan-genomic advances for fighting reference bias
Wednesday, September 18, 2024 - 11:30am to 1:00pm
Multimodal Protein Foundation Models
Wednesday, September 11, 2024 - 11:30am to 1:00pm

How can multimodality improve representations of proteins? Foundation models have shown promise in building powerful representations for many domains.

Signatures of the great human expansion
Wednesday, May 15, 2013 - 11:30am to 1:00pm

Since the emergence of modern humans in Africa, human population histories have been complex and nonstationary. Human populations have, for example, grown rapidly, split apart, migrated over large distances, experienced isolation, and mixed during colonization events.

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