YoVDO

Universality Classes for 1+1 Dimensional Systems

Offered By: Alan Turing Institute via YouTube

Tags

Complex Systems Modeling Courses Data Analysis Courses Fluid Dynamics Courses Cell Biology Courses Statistical Inference Courses Molecular Modeling Courses Collective Dynamics Courses

Course Description

Overview

Explore the concept of universality classes in 1+1 dimensional systems through this insightful lecture by Martin Hairer. Delve into the challenges of reducing complex models across various scientific disciplines to a manageable number of variables for practical computation and accurate prediction. Discover how powerful statistical approaches based on large-scale data analysis are revolutionizing the modeling paradigm. Learn about the integration of statistical inference, high-throughput computation, and physical laws in this emerging field. Examine specific examples and common properties of limits, focusing on a cartoon in 1+1 dimensions. Investigate the weak universality conjecture and its implications. Gain insights into graphical construction techniques and their connection to the Brownian web. This talk, part of a workshop bringing together mathematicians and computational scientists, offers a unique perspective on data-driven modeling of complex systems, with applications ranging from collective dynamics to fluid mechanics.

Syllabus

Intro
Object of study
Example 1
Example 2
Common properties of limits
Cartoon in 1 + 1 dimension
Weak universality conjecture
A natural family
Graphical construction
Link with Brownian web


Taught by

Alan Turing Institute

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