International Centre for Theoretical Sciences Courses

Data Assimilation - Variational Methods - Lecture 8

Explore variational methods in data assimilation for weather and climate modeling. Learn theoretical foundations and practical applications to enhance atmospheric state estimation and forecasting accuracy.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Data Assimilation for High Dimensional Systems

Explore advanced data assimilation techniques for high-dimensional systems, focusing on theoretical foundations and practical applications in weather and climate modeling.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Data Assimilation - Kalman Filter - Lecture 7

Explore Kalman Filter in data assimilation for weather and climate models. Learn theoretical foundations and practical applications of this crucial mathematical approach.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Data Assimilation - Basic Theory

Explore fundamental concepts and methods of data assimilation in weather and climate modeling, including uncertainty estimation and applications in atmospheric and oceanic sciences.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Data Assimilation - Basic Theory - Lecture 2

Explore advanced data assimilation theory and methods for weather and climate modeling, including uncertainty estimation and applications in atmospheric and oceanic sciences.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Data Assimilation - Basic Theory - Lecture 1

Explore fundamental concepts and theory of data assimilation in weather and climate modeling, focusing on its applications in atmospheric and oceanic sciences.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Linear Algebra - Lecture 2

Explore fundamental concepts of linear algebra, including vector spaces, linear transformations, and matrix operations, essential for understanding data assimilation techniques in atmospheric sciences.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Introduction to Probability and Bayesian Inference - Lecture 1

Explore probability fundamentals and Bayesian inference principles in this comprehensive lecture, laying the groundwork for advanced data assimilation techniques in weather and climate modeling.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Bayesian Inference - Lecture 2

Explore Bayesian inference principles, methods, and applications in data assimilation for weather and climate modeling. Gain insights into uncertainty estimation and practical implementation.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Finite Dimensional Vector Spaces - An Overview

Comprehensive overview of finite dimensional vector spaces, exploring key concepts, properties, and applications in linear algebra and mathematical analysis.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

A Global Experiment to Characterize Oceanic Internal Wave Climates

Explore oceanic internal waves' impact on global climate, mixing processes, and circulation patterns through the SQUID program's innovative global observations and data analysis techniques.

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

eROSITA All-Sky Survey Highlights - Extended ROentgen Survey with an Imaging Telescope Array

Explore groundbreaking discoveries from eROSITA's all-sky X-ray survey, unveiling insights into cosmic structures, galaxy evolution, and the nature of dark matter in this engaging presentation.

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

Science Results from eROSITA

Explore groundbreaking discoveries from eROSITA's X-ray observations, unveiling cosmic structures and advancing our understanding of the Universe's large-scale composition and evolution.

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

Baryon Acoustic Oscillation with DESI 2024

Explore cutting-edge cosmology research on dark energy, neutrinos, and large-scale structures using DESI's optical spectroscopic surveys. Learn about Baryon Acoustic Oscillations and their implications for understanding the Universe.

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

A Short Introduction to the Long Path to DESI and eROSITA

Explore groundbreaking discoveries from DESI and eROSITA surveys, unveiling cosmic mysteries, dark energy, neutrinos, and large-scale structures. Join eminent scientists for cutting-edge cosmology research insights.

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