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#Protein Folding

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Institute for Pure & Applied Mathematics (IPAM)

More is Different - Non-Scalability of Approximation in Modeling Noncovalent Interaction

2 rewiews
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.
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17 Lesons
53 minutes
On-Demand
Free-Video
Harvard University

Structure in Motion - Geometric Insights in Protein Folding, Robot Kinematics, and Auxetic Materials

0 rewiews
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.
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22 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

When Will We Need a Theory of Intelligence - Panel Discussion

0 rewiews
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.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
NPTEL

Biophysical Chemistry

0 rewiews
Explore protein structure, folding mechanisms, and biophysical techniques. Gain insights into forces driving protein stability, denaturation processes, and experimental methods for studying protein dynamics.
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43 Lesons
1 day 15 hours
On-Demand
Free-Video
University of Houston-Clear Lake

Protein Folding in Pores and Emulsions

0 rewiews
Explore protein folding in cellular environments, examining crowding effects, energy landscapes, and shape parameters to understand biological processes and experimental data.
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14 Lesons
42 minutes
On-Demand
Free-Video
ICTP-SAIFR

Protein Dynamics and the Brain

0 rewiews
Explore protein dynamics and their impact on brain function with insights from renowned expert Peter Wolynes of Rice University.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Manolis Kellis

Protein Structure with Transformers - Lecture 9

0 rewiews
Explore protein structure prediction using transformer models, uncovering advanced techniques for understanding and analyzing protein folding and interactions.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Broad Institute

Protein Design Using Deep Learning

0 rewiews
Dive into protein design using deep learning with David Baker. Explore cutting-edge techniques and insights at the intersection of AI and biomedical research.
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1 Lesons
52 minutes
On-Demand
Free-Video
Shomu's Biology

Cell Biology Advanced

0 rewiews
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.
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47 Lesons
8 hours
On-Demand
Free-Video
Prodramp

Getting Started with ESM Metagenomic Atlas with API and Large Language Models

0 rewiews
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.
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9 Lesons
21 minutes
On-Demand
Free-Video
The Royal Institution

Understanding AlphaFold - AI in Protein Structure Prediction

0 rewiews
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.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Royal Institution

A New Phase for Structural Biology - With Carol Robinson

0 rewiews
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.
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31 Lesons
1 hour
On-Demand
Free-Video
The Royal Institution

The Physics of Life - How Water Folds Proteins

0 rewiews
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.
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17 Lesons
45 minutes
On-Demand
Free-Video
Two Minute Papers

DeepMind AlphaFold - A Gift to Humanity

0 rewiews
Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.
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15 Lesons
18 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Diffusion Based Distributional Modeling of Conformers, Blind Docking and Proteins

0 rewiews
Explore diffusion-based modeling for conformers, blind docking, and proteins. Learn about torsional diffusion, generative docking, and 3D motif scaffolding in molecular systems.
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17 Lesons
54 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

OpenFold - Lessons and Insights From Rebuilding and Retraining AlphaFold2

0 rewiews
Insights from rebuilding AlphaFold2: OpenFold's optimized implementation, training process analysis, and implications for protein structure prediction and broader applications in structural biology.
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26 Lesons
48 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Population Genetics and Evolution - I- The Mechanisms of Evolution

0 rewiews
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.
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19 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Simons Institute

The State of Protein Structure Prediction and Related Advancements

0 rewiews
Explore advancements in protein structure prediction, focusing on OpenFold's optimized implementation of AlphaFold2 and its implications for structural biology research.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Physical Constraints on Epistasis

0 rewiews
Explore physical constraints on epistasis in biological systems, examining how interactions between genes influence evolutionary outcomes and phenotypic expression.
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1 Lesons
21 minutes
On-Demand
Free-Video
Manolis Kellis

Intro to Protein Structure - Lecture 8

0 rewiews
Explore protein structure fundamentals, including amino acid composition, peptide bonds, and folding mechanisms. Gain insights into structural hierarchy and functional implications.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Valence Labs

Protein Folding and Design - Day 5

0 rewiews
Explore protein folding and design techniques with Alex Tong, delving into advanced machine learning applications for drug discovery and structural biology.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Valence Labs

Coarse Grained Biological Systems - Day 2

0 rewiews
Explore coarse-grained biological systems in drug discovery with Jacopo Venturin, delving into advanced machine learning applications for pharmaceutical research.
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1 Lesons
57 minutes
On-Demand
Free-Video
Valence Labs

OpenFold: Lessons Learned and Insights from Rebuilding and Retraining AlphaFold2

0 rewiews
Explore insights from rebuilding AlphaFold2, including performance analysis, learning mechanisms, and current progress in protein structure prediction.
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7 Lesons
39 minutes
On-Demand
Free-Video
Valence Labs

Path Integral Stochastic Optimal Control for Sampling Transition Paths in Molecular Dynamics

0 rewiews
Explore stochastic optimal control for sampling molecular transition paths, considering full geometry without relying on collective variables. Applicable to larger proteins like Polyproline and Chignolin.
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14 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Manolis Kellis

Protein Folding Algorithms - Lecture 9

0 rewiews
Explore protein folding algorithms, their applications, and computational approaches in structural biology and drug discovery.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

タンパク質の品質管理: 小胞体ストレス応答 - 第5章

0 rewiews
Discover 小胞体ストレス応答における最新の研究知見と、タンパク質の品質管理メカニズムについての専門的な解説。
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1 Lesons
11 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

タンパク質の品質管理：細胞とは何か - 第1章

0 rewiews
Discover 細胞の基礎概念と構造について、京都大学の森和俊教授による専門的な解説。タンパク質の品質管理の観点から細胞の本質に迫る講義の導入部。
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1 Lesons
10 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

タンパク質の品質管理 - 細胞から分子シャペロンまで

0 rewiews
Discover タンパク質の品質管理の基礎から応用まで、細胞内のタンパク質の自己組織化、小胞体ストレス応答、分子シャペロンの進化について深く学び、その破綻による病態メカニズムを理解する。
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7 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

小胞体ストレス応答：タンパク質の品質を管理する細胞応答

0 rewiews
Discover how cells maintain protein quality through endoplasmic reticulum stress response mechanisms, exploring groundbreaking research on cellular protein manufacturing and quality control systems in human biology.
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1 Lesons
39 minutes
On-Demand
Free-Video
Discover AI

Reinforcement Learning-Based Fine-Tuning of Diffusion Models for Drug Discovery

0 rewiews
Dive into advanced reinforcement learning techniques for fine-tuning diffusion models, focusing on accelerated drug discovery, bioinformatics, and molecular compound predictions.
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1 Lesons
43 minutes
On-Demand
Free-Video
MITCBMM

The Power of Self-Learning Systems

0 rewiews
Explore cutting-edge AI breakthroughs and their implications for scientific discovery with DeepMind's CEO. Learn about self-learning systems, game-changing algorithms, and applications beyond gaming.
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23 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Machine Learning and the Earth David Hall

0 rewiews
Explore machine learning's potential in addressing urgent global challenges like climate change, with insights on strategies, risks, and implications for various fields.
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17 Lesons
46 minutes
On-Demand
Free-Video
Artem Kirsanov

The Physics of Associative Memory - Exploring Hopfield Networks

0 rewiews
Explore Hopfield networks, a foundational model of associative memory in neuroscience and machine learning. Learn about network architecture, inference, learning, and limitations.
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9 Lesons
27 minutes
On-Demand
Free-Video
TED

How AI Is Unlocking the Secrets of Nature and the Universe

0 rewiews
Demis Hassabis explores AI's potential to accelerate scientific discovery, from predicting protein shapes to unraveling mysteries of the mind and universe, showcasing its transformative impact on human knowledge.
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1 Lesons
26 minutes
On-Demand
Free-Video
World Science Festival

AI and Machine Learning in Drug Discovery and Development

0 rewiews
Explore AI's revolutionary impact on drug discovery and healthcare with Daphne Koller. Gain insights into machine learning applications in biology, protein folding, and interdisciplinary collaboration for future medical breakthroughs.
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9 Lesons
40 minutes
On-Demand
Free-Video
Valence Labs

Geometric Deep Learning for Protein Understanding

0 rewiews
Explore geometric deep learning techniques for protein analysis and understanding, focusing on advanced computational methods in molecular biology.
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1 Lesons
46 minutes
On-Demand
Free-Video
Valence Labs

Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent

0 rewiews
Explore equivariant energy-based models and Stein variational gradient descent for efficient sampling and learning of symmetric probability densities. Apply to regression, classification, and molecular design.
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8 Lesons
53 minutes
On-Demand
Free-Video
Valence Labs

Accelerating Cryptic Pocket Discovery with Deep Learning

0 rewiews
Explore deep learning techniques for accelerating cryptic pocket discovery in protein structures, focusing on simulation, key degrees of freedom, and tools like PocketMiner and AlphaFold.
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8 Lesons
37 minutes
On-Demand
Free-Video
JSConf

A JavaScript Framework for Computational Simulations

0 rewiews
Explore a JavaScript framework for creating interactive scientific simulations in the browser, focusing on performance and extensibility for educational physics applications.
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14 Lesons
27 minutes
On-Demand
Free-Video
The Royal Institution

Quantum Life - How Physics Can Revolutionise Biology

0 rewiews
Exploring quantum theory's potential impact on biological processes, from protein folding to bird navigation. Uncovers how the subatomic world might influence life at the cellular level.
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1 Lesons
1 hour
On-Demand
Free-Video
Cambridge Materials

A Weak Convergence Viewpoint on Invertible Coarse-Graining

0 rewiews
Explore weak convergence in invertible coarse-graining, combining force-matching with neural networks to recover fine-grained free energy surfaces in biomolecular systems.
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12 Lesons
27 minutes
On-Demand
Free-Video
Conference GSI

Exploration of Conformations for an Intrinsically Disordered Protein

0 rewiews
Explore conformations of intrinsically disordered proteins, delving into their unique structural characteristics and functional implications in biological systems.
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1 Lesons
22 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

A Spline Tour of Deep Learning: The Scattering Way

0 rewiews
Explore deep learning's progress, challenges, and theoretical foundations. Gain insights into the geometric interpretation of deep networks and spline approximation, with a focus on Scattering Networks.
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1 Lesons
28 minutes
On-Demand
Free-Video
Discover AI

AI Design of Molecular Machines - Understanding Proteomics and Protein Structure Prediction

0 rewiews
Explore how AI systems like AlphaFold2 revolutionize protein folding prediction and molecular machine design, advancing precision medicine and environmental solutions.
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1 Lesons
31 minutes
On-Demand
Free-Video
Valence Labs

The Continuous Language of Protein Structure

0 rewiews
Explore a novel approach to protein structure generation using continuous autoregressive language models. Learn about innovative techniques for in silico protein design and their potential applications.
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9 Lesons
56 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Deep Learning for Protein Structure Discovery

0 rewiews
Explore deep learning techniques for uncovering protein structures, revolutionizing molecular biology and drug discovery.
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1 Lesons
52 minutes
On-Demand
Free-Video
ATOMS UFRJ

Learning How to Build Molecules That Fold Like Proteins

0 rewiews
Explore protein-like molecule folding with Prof. Michael Shirts, uncovering insights into building and understanding complex molecular structures.
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1 Lesons
53 minutes
On-Demand
Free-Video
SAIConference

Future of Computer Progress: Trends in Technology and Computing Economics

0 rewiews
Explore future computing trends with MIT's Neil Thompson. Gain insights on algorithm progress, specialized hardware, and quantum computing's potential impact on technological advancements.
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12 Lesons
30 minutes
On-Demand
Free-Video
nanohubtechtalks

Hands-on Teaching with Jupyter Notebooks on nanoHUB

0 rewiews
Explore hands-on teaching using Jupyter Notebooks on nanoHUB for chemistry courses. Learn to create interactive simulations, visualizations, and programming projects for enhanced student engagement and learning.
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21 Lesons
56 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Does Life Compute? Understanding Protein Folding and Biomolecular Assembly

0 rewiews
Explore the mathematical structures behind protein folding and biomolecular assembly, examining computational approaches and theoretical models that illuminate life's fundamental processes.
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1 Lesons
46 minutes
On-Demand
Free-Video