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#Collective Dynamics

Showing: 12 courses
Santa Fe Institute

Complex Time - Cognitive Regime Shift II - When-Why-How the Brain Breaks

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Exploring brain function loss through complexity science, from cellular to cognitive levels, discussing indicators, mechanisms, and analytical approaches for understanding aging and diseased brains.
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11 Lesons
37 minutes
On-Demand
Free-Video
Santa Fe Institute

From Individual-Level Cognition to Collective Dynamics - Ralf Kurvers

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Explore collective dynamics in social systems through evidence accumulation models, evolutionary algorithms, and real-world applications in resource finding, predictions, and robotics.
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24 Lesons
48 minutes
On-Demand
Free-Video
Santa Fe Institute

Symmetry and Collective Dynamics - Noether's Theorem and Conservation Laws

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Explore Emmy Noether's theorem and its impact on theoretical physics, focusing on symmetry transformations and their role in expressing collective dynamics and conservation laws.
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1 Lesons
1 hour
On-Demand
Free-Video
Alan Turing Institute

Stratification for Markov Chain Monte Carlo

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Explore advanced Markov Chain Monte Carlo techniques, focusing on stratification methods for complex systems modeling and statistical inference in various scientific domains.
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1 Lesons
39 minutes
On-Demand
Free-Video
Alan Turing Institute

From Micro to Macro in Collective Dynamics

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Explore methods for modeling collective dynamics, from microscopic to macroscopic scales. Learn techniques for analyzing complex systems in various scientific fields.
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1 Lesons
38 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

Emergence of Multiflocks in Collective Dynamics - Tutorial I

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Explore the emergence of multiflocks in collective dynamics with Professor Eitan Tadmor, delving into mathematical insights on group behavior and movement patterns.
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1 Lesons
1 hour
On-Demand
Free-Video
Alan Turing Institute

Universality Classes for 1+1 Dimensional Systems

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Explore universality classes in 1+1 dimensional systems, focusing on weak universality conjecture, graphical construction, and links to Brownian web. Gain insights into complex systems modeling.
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10 Lesons
43 minutes
On-Demand
Free-Video
Alan Turing Institute

Phase Transitions for Mean Field Limits of Noisy Interacting Agents

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Explore phase transitions in mean field limits of noisy interacting agents, examining complex systems modeling and statistical approaches for accurate predictions in various scientific fields.
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1 Lesons
40 minutes
On-Demand
Free-Video
Alan Turing Institute

Coarse-Graining Stochastic Dynamics

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Explore techniques for simplifying complex stochastic systems through coarse-graining, enabling practical computation and accurate prediction in various scientific fields.
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1 Lesons
39 minutes
On-Demand
Free-Video
Alan Turing Institute

Understanding the Geopolitical Structure of the USA

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Explore statistical approaches for analyzing geopolitical structures in the USA, combining data analysis with complex systems modeling to uncover crucial features and patterns.
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1 Lesons
32 minutes
On-Demand
Free-Video
Alan Turing Institute

Learning Models by Making Them Interact

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Explore new approaches to data-driven modeling of complex systems, combining statistical inference, high-throughput computation, and physical laws for more accurate predictions in various scientific fields.
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1 Lesons
42 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Emergent Behavior in Collective Dynamics

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Explore emergent behavior in collective dynamics, from opinion formation to flocking. Learn about alignment, communication kernels, and hydrodynamic descriptions in various fields like biology and crowd dynamics.
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26 Lesons
48 minutes
On-Demand
Free-Video