International Centre for Theoretical Sciences Courses

From Fusion Categories to Anyon Theories

Explore the mathematical framework connecting fusion categories to anyon theories in quantum many-body systems and topological phases of matter.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

Fractons - An Elementary Introduction

Discover fractons, exotic quantum particles with restricted mobility, through an elementary introduction covering their unique properties and role in quantum many-body systems.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Atmospheric Convection and its Representation in Climate Models

Explore atmospheric convection processes and their representation in climate models through advanced modeling techniques and computational approaches.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Statistics and Machine Learning for Attribution of Extreme Events to Climate Change

Explore statistical and machine learning methods for attributing extreme weather events to climate change impacts and human activities.

• YouTube
• 1 hour
• Self-Paced
• Free Video

India's Km-Scale Model - Bharat Forecast System to Resolve Monsoon

Discover India's Bharat Forecast System, a km-scale model designed to resolve monsoon patterns and improve weather prediction accuracy through advanced computational modeling.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Machine Learning to Improve Rainfall Prediction

Discover how machine learning techniques enhance rainfall prediction accuracy through advanced computational methods and data-driven modeling approaches.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

What Does Earth System Modeling Mean Now? - 1

Explore how Earth System Modeling addresses climate change challenges through advanced computational approaches and machine learning integration.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Long-Lead Seasonal Prediction of Indian Summer Monsoon Rainfall and Development of Forecasting Models

Explore long-lead seasonal prediction techniques for Indian summer monsoon rainfall patterns and their development applications in climate forecasting.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Using Machine Learning and Low-Cost Sensors to Validate Air Quality Models

Explore how machine learning and affordable sensors validate air quality models for improved environmental monitoring and climate research applications.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Physics-Guided Machine Learning for Earth System Modeling

Explore physics-guided machine learning techniques for Earth system modeling with practical applications in climate science and environmental research.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Crop Phenology and Bio-Physical Parameter Estimation from Remote Sensing Data and Applications

Explore crop phenology and bio-physical parameter estimation using remote sensing data and applications for agricultural monitoring and analysis.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Machine Learning for Indian Monsoon

Explore machine learning applications for understanding and predicting Indian monsoon patterns through advanced computational modeling techniques.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Predicting Rainfall and Temperature Using AI

Discover how AI revolutionizes weather prediction by analyzing rainfall and temperature patterns through advanced machine learning techniques for Earth system modeling.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Machine Learning Based Diagnostics of Climate Variability from Subseasonal to Seasonal Timescales

Explore machine learning techniques for diagnosing climate variability patterns from subseasonal data, advancing Earth system modeling and weather prediction capabilities.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

FNO-SRNET for Climate Data Downscaling - 1

Explore FNO-SRNET techniques for enhancing climate data resolution through advanced neural network downscaling methods in Earth system modeling applications.

• YouTube
• 51 minutes
• Self-Paced
• Free Video