IPhT-TV Courses

An Introduction to Markovian Open Quantum Systems - 2017

Explore Markovian open quantum systems through comprehensive theoretical foundations and mathematical frameworks in this advanced physics lecture series.

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

Group Theory in a Nutshell for Physicists

Master group theory fundamentals through Anthony Zee's comprehensive physics-focused approach across five detailed sessions.

• YouTube
• 9 hours 6 minutes
• Self-Paced
• Free Video

Quantum Criticality and High-Temperature Superconductivity

Explore quantum criticality and high-temperature superconductivity through Landau theory, fluctuations, Josephson junctions, and spin fermion models in this comprehensive physics lecture series.

• YouTube
• 8 hours 3 minutes
• Self-Paced
• Free Video

QCD Theory Meets Information Theory

Explore how information theory and machine learning merge QCD predictions into unified theoretical frameworks with uncertainties for particle physics research.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

The Use of Lattice Topological Defects

Explore lattice topological defects and their applications in theoretical physics through advanced mathematical frameworks and physical interpretations.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Les Trous Noirs et le Paradoxe de l'Information

Découvrez les mystères des trous noirs et explorez le fascinant paradoxe de l'information quantique avec Raphael Dulac dans cette conférence approfondie de physique théorique.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

La Physique Quantique par le Prisme des Symétries

Découvrez la physique quantique à travers l'étude des symétries avec Thibaud Raymond dans cette conférence de 48 minutes proposée par l'IPhT-TV.

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

Interaction Reconstructing in Scintillator Detectors for PET Imaging

Discover advanced techniques for reconstructing particle interactions in scintillator detectors used in PET medical imaging systems.

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

Uncertainty Quantification and Propagation for ACORN

Explore uncertainty quantification and propagation techniques for ACORN systems through advanced mathematical modeling and statistical analysis methods.

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

Machine Learning of Biological Sequences

Explore machine learning techniques for analyzing biological sequences with expert insights from Jorge Fernandez de Cossio Diaz in this comprehensive lecture.

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

Uncertainty Quantification for Neural Networks in Particle Physics

Explore uncertainty quantification techniques for neural networks applied to particle physics research and data analysis challenges.

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

Unsupervised Anomaly Detection in Multivariate Time Series

Discover unsupervised techniques for detecting anomalies in complex multivariate time series data through advanced machine learning approaches.

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

Introduction to Causality for Time Series and HSIC

Discover causality concepts for time series analysis using HSIC methods through expert insights from Aurore Lomet's comprehensive mathematical framework presentation.

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

Bayesian Continual Learning and Forgetting in Neural Networks

Explore Bayesian approaches to continual learning in neural networks, addressing catastrophic forgetting through probabilistic methods and memory retention strategies.

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

Scaling Laws for Amplitude Surrogates

Discover scaling laws for amplitude surrogates in this 36-minute physics presentation by Joaquin Iturriza Ramirez, exploring mathematical relationships in theoretical physics.

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