International Centre for Theoretical Sciences Courses

Largest Cosmological Surveys and Big Data Science - Session 3

Explore cutting-edge cosmological research through hands-on projects and expert insights. Develop skills in analyzing large-scale structure surveys and multi-messenger cosmology data.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Largest Cosmological Surveys and Big Data Science - Session 1

Explore cutting-edge cosmological research through hands-on projects and expert insights. Gain valuable skills for analyzing large-scale structure surveys and cosmic microwave background data.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Mineral Mapping & Volatiles at the Lunar Poles

Explore lunar mineral mapping and volatiles at the poles in this talk on gravitational-wave detection missions, discussing technological advancements and scientific opportunities for breakthrough observations.

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

Radar Observations of the Lunar Poles by Sriram Saran Bhiravarasu

Explore radar observations of lunar poles, discussing techniques, findings, and implications for future lunar missions and scientific understanding of Earth's celestial neighbor.

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

Digital Elevation Model of Lunar Poles with Cameras On-Board Chandrayaan-2 by Amitabh

Explore lunar pole topography using Chandrayaan-2 cameras to create digital elevation models, advancing our understanding of the Moon's polar regions.

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

Overview of the Indian Lunar Exploration Program by Tirtha Pratim Das

Explore India's lunar missions, their scientific objectives, and future plans. Gain insights into the country's space exploration efforts and contributions to lunar research.

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

LGWA Science White Paper by Silvia Piranomonte and Andrea Melandri

Explores lunar gravitational-wave detection concepts, technologies, and scientific opportunities in the decihertz band, discussing mission planning and potential breakthroughs in multi-messenger astronomy.

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

Challenges and Prospects for Low-Level End-to-End Reconstruction With Machine

Explore challenges and prospects of low-level end-to-end reconstruction using machine learning in high-energy physics, focusing on innovative techniques and future applications.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Introduction of BDT and Neural Networks for Classification in High Energy Physics - Lecture 2

Explore Boosted Decision Trees and Neural Networks for particle classification in High Energy Physics, enhancing data analysis techniques for groundbreaking discoveries.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

Introduction of BDT and NN for Classification in HEP

Introduction to Boosted Decision Trees and Neural Networks for particle classification in High Energy Physics, covering fundamental concepts and applications in experimental data analysis.

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

Deepsets, Graph Neural Networks, and Transformers in Machine Learning - Lecture 7

Explore advanced machine learning techniques for high energy physics, including Deepsets, Graph Neural Networks, and Transformers, to analyze complex particle physics data.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Differentiable Programming for End-to-end Optimization of Experiments - Lecture 6

Explore differentiable programming for optimizing experiments in high-energy physics, focusing on end-to-end solutions and advanced machine learning techniques.

• YouTube
• 2 hours 6 minutes
• On-Demand
• Free Video

Data-Driven Cosmology by Jia Liu

Explore data-driven approaches in cosmology, leveraging statistical methods and machine learning to analyze vast datasets and uncover insights about the universe's structure and evolution.

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

Neural Simulation-based Inference - Lecture 2

Explore advanced neural simulation-based inference techniques for high energy physics, focusing on applications in data analysis and new physics discovery at particle colliders.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Neural Simulation-Based Inference by Elham E Khoda and Aishik Ghosh

Explore neural simulation-based inference techniques for high energy physics, focusing on advanced machine learning applications in data analysis and new physics discovery.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video