International Centre for Theoretical Sciences Courses

Machine Learning Methods for Climate Science - Lecture 2

Explore machine learning applications in climate science, focusing on advanced techniques and their impact on understanding and predicting climate phenomena.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Statistical Mechanics of Mutilated Sheets and Shells

Explore thermal fluctuations in thin elastic membranes, including graphene sheets, and their impact on long-wavelength physics. Examine puckers, stitches, and curved shells in statistical mechanics.

• YouTube
• 2 hours 2 minutes
• On-Demand
• Free Video

Liquid Crystals Fundamental Aspects - Lecture 1

Explore fundamental aspects of liquid crystals, including their unique properties, classifications, and applications in various fields of science and technology.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Free Video

Liquid Crystals - Lecture 2

Comprehensive exploration of liquid crystal properties, phases, and applications in materials science, focusing on advanced concepts and recent developments in the field.

• YouTube
• 1 hour 44 minutes
• On-Demand
• Free Video

Materials that Learn by Themselves - Fundamental Concepts for New Material Design - Lecture 2

Explore fundamental concepts of self-learning materials, focusing on bottom-up learning approaches in soft matter physics and their applications in designing mechanical and flow networks.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video

Glassy Dynamics and Plasticity - Building ML-Based Theories - Lecture 3

Explore ML-based theories for glassy dynamics and plasticity, focusing on bottom-up learning approaches in soft matter physics and their applications in designing functional materials.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Free Video

Materials that Learn by Themselves: Fundamental Concepts for New Materials - Lecture 1

Explore how physical systems can learn autonomously through bottom-up approaches, challenging traditional artificial neural networks and solving inverse design problems in soft matter.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

The Correlation Between Static and Dynamic Properties of Confluent Epithelial

Explore the correlation between static and dynamic properties in confluent epithelial systems, examining their impact on collective behavior and tissue mechanics.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

How Motor Arrangement on Cargo Surface Influences Collective Transport by Ambarish Kunwar

Explores how motor protein arrangement on cargo surfaces affects collective transport in cells, examining factors influencing efficiency and coordination in intracellular movement.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Pointwise Ergodic Theorems for Non-Conventional Polynomial Averages by Benjamin Krause

Explore advanced ergodic theory with a focus on non-conventional polynomial averages, delving into pointwise convergence theorems and their applications in harmonic analysis.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Quadrature Rules on Manifolds - Useful Results - Lecture 3

Explore advanced quadrature techniques for manifolds, focusing on key results and applications in harmonic analysis. Gain insights into cutting-edge mathematical approaches.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Discussion of Montgomery's Large Value Problem by Larry Guth

Exploration of Montgomery's Large Value Problem, delving into advanced harmonic analysis concepts and recent developments in the field of mathematics.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Distance Problems and Their Many Variants - Lecture 2

Explores distance problems in harmonic analysis, focusing on variants and recent developments. Discusses polynomial methods and discrete approaches, offering insights for researchers in the field.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Quadrature Rules on Manifolds - Designs - Lecture 1

Explore quadrature rules on manifolds and designs in harmonic analysis. Learn about cutting-edge mathematical techniques for solving complex problems in geometry and analysis.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Quadrature Rules on Manifolds - Partitions by Giacomo Gigante

Explore advanced quadrature techniques for manifolds, focusing on partition methods. Gain insights into cutting-edge harmonic analysis research and its applications in mathematical problem-solving.

• YouTube
• 54 minutes
• On-Demand
• Free Video