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#Agent-Based Models

Showing: 18 courses
Santa Fe Institute

Cascading Transitions in the Behavioral and Social Sciences

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Explore cascading transitions in psycho-social systems, focusing on opinion change, learning, and addiction. Discover how these multilevel processes work and their potential impacts on society.
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29 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Santa Fe Institute

Reasons Why Social Networks Make Us Vulnerable to Misinformation

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Explore how cognitive, social, and algorithmic biases in social networks make us susceptible to misinformation, and learn about efforts to counter online opinion manipulation.
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33 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Modeling Energy & Environmental Behavior from Individual to Aggregate Levels

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Explore decision-making processes in energy and climate change, from individual psychology to global models, emphasizing non-rational choices and social dynamics that can lead to rapid behavioral shifts.
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19 Lesons
59 minutes
On-Demand
Free-Video
Santa Fe Institute

Modeling the Distributional Epidemic-Economic Effects of the Covid-19 Pandemic

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Explore a data-driven Agent-Based Model simulating Covid-19's impact on industries, occupations, and income levels, revealing insights for effective and equitable interventions.
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11 Lesons
34 minutes
On-Demand
Free-Video
University of Oxford

How Can We Understand Our Complex Economy?

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Explore complex systems approach to economics, blending insights from physical and natural sciences to predict and mitigate economic crises, offering a new perspective on global financial challenges.
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20 Lesons
1 hour 7 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Where Does the Statistics of Complex Systems Come From?

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Explore the origins of complex systems statistics through sample space reducing processes, Zipf's law, and network diffusion. Gain insights into driven non-equilibrium systems and their statistical properties.
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28 Lesons
1 hour 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

A Unifying Framework for Analyzing Complex Systems

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Explore complex systems analysis through genetic algorithms, agent-based models, network analysis, and time series analysis. Learn quantitative methods for social sciences and economics research.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Applied Algebraic Topology Network

Data-Driven Modeling & TDA of Self-Organized Multicellular Architectures

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Explore data-driven modeling and topological data analysis for classifying multicellular structures in cancer and embryonic development, focusing on cell motility and adhesion patterns.
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29 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Topological Data Analysis of Collective Motion

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Explore topological data analysis for collective motion in nature, examining bird flocks, fish schools, and insect swarms through innovative mathematical models and simulations.
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1 Lesons
56 minutes
On-Demand
Free-Video
Models of Consciousness Conferences

Chasing Memories

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Exploring synaptic dynamics in memory formation, focusing on competitive mechanisms that lead to long-term memory emergence in neural networks and their implications for understanding human memory.
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14 Lesons
22 minutes
On-Demand
Free-Video
Arvin Ash

How Science Predicts Emergence in Human and Animal Behavior

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Explore how physics principles predict group behavior in humans and animals, from crowd movements to bird flocks, revealing emergent patterns and universal laws of collective dynamics.
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8 Lesons
14 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

The LangChain Cookbook - Beginner Guide to 7 Essential Concepts

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Explore 7 essential LangChain concepts: Schema, Models, Prompts, Indexes, Memory, Chains, and Agents. Learn how to leverage these components for building powerful language AI applications.
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11 Lesons
38 minutes
On-Demand
Free-Video
Alan Turing Institute

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

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Explore advanced scientific machine learning, extending differentiable simulation to complex models like jump diffusions and agent-based systems, addressing challenges in implementation and numerical stability.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
The Julia Programming Language

Interpretable Hierarchical Calibration of Agent-Based Models

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Explore scientific machine learning's fusion of traditional modeling and ML, focusing on neural network surrogates for agent-based models in epidemiology and automated hierarchical calibration.
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1 Lesons
27 minutes
On-Demand
Free-Video
Inside Livermore Lab

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

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Explore generalizing scientific machine learning beyond continuous models, covering differentiable simulation for chaotic systems, stochastic processes, and inverse problems in advanced scientific computing.
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1 Lesons
58 minutes
On-Demand
Free-Video
GERAD Research Center

Agent-Based Dynamic Models of Opinion Formation: Where Are We Now?

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Explore dynamic models of opinion formation, focusing on continuous opinions at the microscopic level. Examine achievements in analysis and new challenges in dynamical systems, control theory, and AI.
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1 Lesons
58 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Pattern Statistics and Model Comparison via Topological Data Analysis

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Exploring topological data analysis for pattern quantification, model comparison, and feature design in zebrafish skin patterns and other complex systems.
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1 Lesons
54 minutes
On-Demand
Free-Video