Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Complex Systems Modeling

Showing: 14 courses
Alan Turing Institute

Stability and Inference for Position-Dependent Langevin Diffusions

0 rewiews
Explore stability and inference in position-dependent Langevin diffusions, combining statistical inference, computation, and physical laws for complex systems modeling across various scientific domains.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
Alan Turing Institute

Stratification for Markov Chain Monte Carlo

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

Learning Coarse-Grained Dynamics on Graphs

0 rewiews
Explore coarse-grained dynamics on graphs with John Harlim, delving into advanced machine learning techniques for dynamical systems analysis and modeling.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
Alan Turing Institute

From Micro to Macro in Collective Dynamics

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

Jane Hillston - Moment Analysis, Model Reduction and London Bike Sharing

0 rewiews
Explore moment analysis and model reduction techniques for complex systems, with applications to London's bike-sharing system. Learn about PCTMCs, moment equations, and directed contribution graphs.
Add to list
16 Lesons
25 minutes
On-Demand
Free-Video
Alan Turing Institute

Neural Networks as Interacting Particle Systems

0 rewiews
Explore neural networks as interacting particle systems, examining their mathematical foundations and applications in complex systems modeling across various scientific disciplines.
Add to list
12 Lesons
43 minutes
On-Demand
Free-Video
Alan Turing Institute

Universality Classes for 1+1 Dimensional Systems

0 rewiews
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.
Add to list
10 Lesons
43 minutes
On-Demand
Free-Video
AGU

Modeling Multisector Dynamics to Inform Adaptive Pathways

0 rewiews
Explore multisector dynamics research for understanding complex system interactions and informing adaptive strategies across technological, societal, natural, and managed sectors.
Add to list
1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Fields Institute

Continuum Attention for Neural Operators

0 rewiews
Explore innovative Continuum Attention techniques for Neural Operators, enhancing machine learning applications in dynamical systems and expanding the field's capabilities.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
Alan Turing Institute

Phase Transitions for Mean Field Limits of Noisy Interacting Agents

0 rewiews
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.
Add to list
1 Lesons
40 minutes
On-Demand
Free-Video
Alan Turing Institute

Coarse-Graining Stochastic Dynamics

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

Understanding the Geopolitical Structure of the USA

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

Learning Models by Making Them Interact

0 rewiews
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.
Add to list
1 Lesons
42 minutes
On-Demand
Free-Video
The Julia Programming Language

JuliaSim Modeling Language: Composing Complex Systems with ModelingToolkit - JuliaCon 2024

0 rewiews
Explore JuliaSim Modeling Language: a declarative approach for composing complex systems using ModelingToolkit, offering easier learning, better diagnostics, and enhanced model reasoning.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video