Simons Institute Courses

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.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

From Entropy to Artistry: Thermodynamics and Generative AI

Explore connections between diffusion models and physics, focusing on non-equilibrium thermodynamics and its applications in image/video generation and climate modeling.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Generalizable Sampling of Conformational Ensembles with Latent Space Dynamics

Explore innovative techniques for sampling conformational ensembles using latent space dynamics, enhancing our understanding of complex molecular systems and their behavior.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Explorations in Exploration: Deep Learning Meets Value of Information for Sequential Experimental Design

Exploring machine learning's role in sequential experimental design, focusing on quantifying information value and improving flexibility in planning future experiments.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Debugging Genomic Profiling Experiments and Predictive Models with Interpretation Tools

Explore deep learning models in genomics, uncovering latent biases and technical artifacts. Learn to design efficient models that correct biases and reveal novel insights into gene regulation.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Harnessing the Properties of Equivariant Neural Networks for Materials Science

Explore equivariant neural networks for materials science, covering applications, advantages, and future directions in understanding and designing atomic systems.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Logical Quantum Processor Based on Reconfigurable Atom Arrays

Explores advancements in quantum computing using neutral atom arrays, demonstrating improved error correction and logical qubit processing for enhanced algorithmic performance.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Using Erasure Codes to Enable Interactions over Networks

Innovative solutions for eliminating stalls, lags, and pixelation in cloud gaming and interactive applications over wireless networks, improving user experience and enabling seamless remote interactions.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Convertible Codes: Adaptive Coding for Large-Scale Data Storage

Explore adaptive coding techniques for efficient data storage, focusing on locally repairable convertible codes that offer protection against failures and flexibility in modifying parameters over time.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Decoders for Good Quantum LDPC Codes

Explores linear-time decoders for asymptotically good quantum LDPC codes, discussing single-shot decoding and its implications for practical quantum error correction.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Back to the Future: The Evolution of Coding Theory Through Reed Muller Codes

Explore the evolution of coding theory through Reed Muller codes, from sphere packing to iterative algorithms and quantum computing applications.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Scalable Surface-Code Decoders with Parallelization in Time

Explore advanced quantum coding techniques for scalable surface-code decoders, focusing on time parallelization methods to enhance quantum error correction efficiency.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Bosonic and Other Codes with Interesting Logical Gate Sets

Exploration of bosonic code design for quantum computing, covering GKP and cat codes, with focus on implementing logical gates and new multimode cat code constructions.

• YouTube
• 58 minutes
• On-Demand
• Free Video

A Tutorial on Floquet Codes

Explore Floquet codes in quantum computing, their applications, and recent advancements with IBM researcher Benjamin Brown in this comprehensive tutorial.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Tutorial on Bosonic Codes

Explore bosonic codes in quantum computing with Victor Albert, covering advances in quantum coding theory and their applications in error correction.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video