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#Coarse-Graining

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Santa Fe Institute

Coarse-Graining, Renormalization and Universality - Lecture 1

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Explore coarse-graining, renormalization, and universality in complex systems. Learn key concepts and applications in mathematical, biological, cognitive, and social sciences.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Fields Institute

A Method to Coarse-Grain Multi-Agent Stochastic Systems with Regions of Multistability

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Dive into a mathematical oncology seminar exploring coarse-graining techniques for multi-agent stochastic systems, focusing on regions of multistability in cancer modeling.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Institute for Advanced Study

Black Hole Coarse Graining, Connes-Cocycle Flow, and Its Bulk Dual - Raphael Bousso

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Explore black hole coarse graining, Connes-Cocycle flow, and its bulk dual in this advanced physics lecture, delving into entanglement wedge complementarity and ensemble interpretation.
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17 Lesons
42 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Random Matrix Theory and Its Applications - Lecture 5

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Explore advanced random matrix theory concepts, including Gaussian ensembles, coarse-graining techniques, and the Wigner semi-circular law in this comprehensive lecture.
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15 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Learning Uncertainty-Aware Models of Defect Kinetics at Scale - IPAM at UCLA

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Explore advanced techniques for modeling metal properties, including energy landscape exploration, coarse-graining with uncertainty quantification, and descriptor-based approaches for capturing diverse material characteristics.
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1 Lesons
53 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Slow Time-Scale Behavior of Fast Microscopic Dynamics - IPAM at UCLA

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Explores computational methods for understanding slow time-scale behavior of rapid microscopic dynamics, with applications in materials modeling and plasticity. Presents theory and examples for coarse-graining complex systems.
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1 Lesons
56 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Coarse-graining, Renormalization, and Quantitative Homogenization in PDE Analysis

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Explore quantitative homogenization in elliptic and parabolic equations, focusing on coarse-graining and renormalization techniques. Discuss applications to degenerate equations and mathematical physics models.
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1 Lesons
1 hour
On-Demand
Free-Video
Fields Institute

Learning Coarse-Grained Dynamics on Graphs

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Explore coarse-grained dynamics on graphs with John Harlim, delving into advanced machine learning techniques for dynamical systems analysis and modeling.
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1 Lesons
29 minutes
On-Demand
Free-Video
Bogolyubov Institute for Theoretical Physics

Coarse Graining and Multiscale Modeling of DNA - Part 2

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Delve into advanced DNA modeling techniques, exploring coarse graining and multiscale approaches for understanding complex molecular structures and interactions at different computational levels.
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1 Lesons
51 minutes
On-Demand
Free-Video
Bogolyubov Institute for Theoretical Physics

Coarse Graining and Multiscale Modeling of DNA - Part 1

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Explore advanced computational techniques for DNA modeling, focusing on coarse-graining methods and multiscale approaches to understand DNA structure and dynamics at different resolutions.
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1 Lesons
46 minutes
On-Demand
Free-Video
Valence Labs

Chemically Transferable Generative Backmapping of Coarse-Grained Proteins

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Explore innovative machine learning techniques for generative backmapping of coarse-grained proteins, focusing on transferability, reliability, and efficiency in molecular simulations.
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17 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Simons Institute

Machine Learning Gradients in Molecular Simulations

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Explore ML gradients in molecular simulations, including surrogate functions, active learning, and differentiable programming for enhanced scientific modeling and optimization.
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1 Lesons
57 minutes
On-Demand
Free-Video
Cambridge Materials

A Weak Convergence Viewpoint on Invertible Coarse-Graining

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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
PoreLab

Continuous Upscaling in Multiscale Modeling

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Explore continuous upscaling methods for multi-scale modeling. Learn about gradual smoothing transformations, upscaling rules for various physical quantities, and applications to steady-state diffusion problems.
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1 Lesons
49 minutes
On-Demand
Free-Video