ICTP-SAIFR Courses

Groundbreaking Papers in Theoretical Physics - Class 1

Dive into groundbreaking theoretical physics papers with Pedro Vieira, exploring revolutionary concepts and discoveries that shaped our understanding of the physical universe.

• YouTube
• 1 hour 40 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

Biological Neural Networks - Class 3

Delve into biological neural networks with Fernanda Selingardi Matias in this third class of the ICTP-SAIFR School on Biological Physics and Biomolecular Simulations.

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

Machine Learning Approaches for Biomolecular and Biophysical Research - Class 2

Delve into machine learning applications for biomolecular and biophysical research with Oliver Lieleg's second class, exploring advanced techniques and methodologies in biological physics.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Biological Neural Networks - Class 2

Delve into biological neural networks with Fernanda Selingardi Matias in this second class from the School on Biological Physics and Biomolecular Simulations in the Machine Learning Era.

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

Biological Neural Networks - Class 1

Dive into the fundamentals of biological neural networks with Fernanda Selingardi Matias in this first class of the ICTP-SAIFR School on Biological Physics and Biomolecular Simulations.

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

Introduction to Machine Learning - Class 3

Delve into supervised learning concepts, focusing on regression, classification, and model evaluation techniques in this machine learning lecture by Ralf Eichhorn.

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

Introduction to Machine Learning - Class 2

Dive into the fundamentals of machine learning with Ralf Eichhorn's second class, part of the School on Biological Physics and Biomolecular Simulations in the Machine Learning Era.

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

Introduction to Machine Learning - Class 1

Dive into the fundamentals of machine learning with Ralf Eichhorn, exploring key concepts and principles in this introductory session from the School on Biological Physics and Biomolecular Simulations.

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

Groundbreaking Papers in Theoretical Physics - Class 3

Delve into groundbreaking theoretical physics papers with Pedro Vieira in this third class of a series exploring significant contributions to the field.

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

Small-Angle X-ray Scattering (SAXS) in Biological Physics

Explore the fundamentals of Small-Angle X-ray Scattering (SAXS) in biological physics with expert Luiz Fernando de Camargo Rodrigues from IFUSP, Brazil.

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

CD and Fluorescence and Applications - Class 2

Explore circular dichroism and fluorescence techniques in biological physics, including practical applications and analysis methods for biomolecular research.

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