ICTP-SAIFR Courses

Machine Learning - Class 2

Delve into machine learning concepts with Matthieu Wyart in this second class of the São Paulo School of Advanced Science on Disordered Systems.

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

Disordered Elastic Materials - Class 1

Dive into the fundamentals of disordered elastic materials with Anton Souslov, exploring key concepts and principles in this comprehensive lecture from the São Paulo School of Advanced Science.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Neuroscience - Class 2

Delve into advanced neuroscience concepts with Mauro Copelli's second class, exploring disordered systems and their applications in brain science.

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

Bioinspired Applications - Class 3

Explore bioinspired applications with Jasna Brujic in this third class from the São Paulo School of Advanced Science on Disordered Systems, examining innovative approaches inspired by biological systems.

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

Machine Learning - Class 3

Delve into machine learning concepts with Matthieu Wyart in this third class from the São Paulo School of Advanced Science on Disordered Systems.

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

Disordered Elastic Materials - Class 2

Delve into disordered elastic materials with Anton Souslov's comprehensive lecture, part of the São Paulo School of Advanced Science series on Disordered Systems.

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

Quantum Simulation with Ultracold Atoms

Delve into quantum simulation techniques using ultracold atoms with Barnali Chakrabarti, exploring cutting-edge research in this specialized field of quantum physics.

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

Groundbreaking Papers in Theoretical Physics - Class 2

Dive into groundbreaking theoretical physics papers with Pedro Vieira, exploring cutting-edge concepts and revolutionary ideas in this second class of the series.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Are We Sure It's a Supermassive Black Hole at the Heart of Our Galaxy?

Explore the evidence for a supermassive black hole at the center of our galaxy with Parth Bambhaniya, examining current research and alternative theories in this thought-provoking astronomical discussion.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Disks and Spheroids Across Cosmic Time: Morphological and Star Formation Evolution of Galaxies from z = 2.4 to z = 0.2

Explore the morphological and star formation evolution of galaxies from z=2.4 to z=0.2, examining how disks and spheroids change across cosmic time.

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

Modeling Halo Bias with Neural Networks

Explore how neural networks can be applied to model halo bias in cosmology with Natalia Villa Rodrigues' research presentation from USP.

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

Constant-pH Methods in Biomolecular Simulations: Integrating Physics, Machine Learning, and Applications - Class 2

Delve into constant-pH methods for biomolecular simulations, exploring the integration of physics and machine learning with Fernando Barroso in this advanced lecture from the ICTP-SAIFR School.

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

Constant-pH Methods in Biomolecular Simulations: Integrating Physics, Machine Learning, and Applications - Class 1

Explore constant-pH methods in biomolecular simulations with Fernando Barroso, covering the integration of physics, machine learning, and practical applications in biological systems.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Machine Learning for Functional Protein Design - Class 2

Delve into machine learning applications for functional protein design in this second class by Helder Ribeiro, exploring advanced biomolecular simulation techniques.

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

Machine Learning for Functional Protein Design - Class 1

Dive into the fundamentals of machine learning applications for functional protein design in this introductory lecture by Helder Ribeiro, exploring key concepts and methodologies in biological physics.

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