More is Different - Non-Scalability of Approximation in Modeling Noncovalent Interaction
Exploring the limitations of common approximations in modeling non-covalent interactions at the nanoscale, revealing complex scaling behaviors and the need for advanced quantum-mechanical methods.
Structure in Motion - Geometric Insights in Protein Folding, Robot Kinematics, and Auxetic Materials
Explore geometric insights on protein folding, robot kinematics, and auxetic materials. Discover analogies and structural characteristics in this presentation by mathematics and computer science professors Borcea and Streinu.
When Will We Need a Theory of Intelligence - Panel Discussion
Panel discussion exploring the need for a theory of intelligence, its potential components, and applications beyond human and machine intelligence, considering the limits of current AI successes and future challenges.
Biophysical Chemistry
Explore protein structure, folding mechanisms, and biophysical techniques. Gain insights into forces driving protein stability, denaturation processes, and experimental methods for studying protein dynamics.
Protein Folding in Pores and Emulsions
Explore protein folding in cellular environments, examining crowding effects, energy landscapes, and shape parameters to understand biological processes and experimental data.
Protein Dynamics and the Brain
Explore protein dynamics and their impact on brain function with insights from renowned expert Peter Wolynes of Rice University.
Protein Structure with Transformers - Lecture 9
Explore protein structure prediction using transformer models, uncovering advanced techniques for understanding and analyzing protein folding and interactions.
Protein Design Using Deep Learning
Dive into protein design using deep learning with David Baker. Explore cutting-edge techniques and insights at the intersection of AI and biomedical research.
Cell Biology Advanced
Explore advanced cell biology topics including protein transport, organelle function, vesicle trafficking, cell cycle regulation, and stem cells. Gain in-depth knowledge of cellular processes and structures.
Getting Started with ESM Metagenomic Atlas with API and Large Language Models
Introduction to Meta AI's ESM Metagenomic Atlas, exploring protein structures and their importance. Covers API usage, large language models, and practical demonstrations using various tools and resources.
Understanding AlphaFold - AI in Protein Structure Prediction
Explore AlphaFold's revolutionary impact on protein structure determination with Dame Janet Thornton. Discover how this AI program is transforming bioinformatics and its potential future applications.
A New Phase for Structural Biology - With Carol Robinson
Explore Carol Robinson's groundbreaking research in structural biology, focusing on protein interactions in the vapor phase and its impact on understanding human health and drug development.
The Physics of Life - How Water Folds Proteins
Explore water's crucial role in protein folding and life, from its universal solvent properties to its impact on biological components, with insights from cutting-edge research and experiments.
DeepMind AlphaFold - A Gift to Humanity
Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.
Diffusion Based Distributional Modeling of Conformers, Blind Docking and Proteins
Explore diffusion-based modeling for conformers, blind docking, and proteins. Learn about torsional diffusion, generative docking, and 3D motif scaffolding in molecular systems.
OpenFold - Lessons and Insights From Rebuilding and Retraining AlphaFold2
Insights from rebuilding AlphaFold2: OpenFold's optimized implementation, training process analysis, and implications for protein structure prediction and broader applications in structural biology.
Population Genetics and Evolution - I- The Mechanisms of Evolution
Explore population genetics and evolution mechanisms through key concepts like exponential growth, Galton-Watson processes, selection, and fitness measurement in long-term experiments with E. coli and RNA viruses.
The State of Protein Structure Prediction and Related Advancements
Explore advancements in protein structure prediction, focusing on OpenFold's optimized implementation of AlphaFold2 and its implications for structural biology research.
Physical Constraints on Epistasis
Explore physical constraints on epistasis in biological systems, examining how interactions between genes influence evolutionary outcomes and phenotypic expression.
Intro to Protein Structure - Lecture 8
Explore protein structure fundamentals, including amino acid composition, peptide bonds, and folding mechanisms. Gain insights into structural hierarchy and functional implications.
Protein Folding and Design - Day 5
Explore protein folding and design techniques with Alex Tong, delving into advanced machine learning applications for drug discovery and structural biology.