APS Physics Courses

Learning Quantum with Generative Models

Explore generative models for quantum state learning, covering neural networks, RBMs, and applications to GHZ states and local Hamiltonians.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Predicting Energies from Electron Densities - Machine Learning for Reactive Molecular Dynamics

Explore machine learning techniques for predicting molecular energies from electron densities, with applications in reactive molecular dynamics and density functional theory.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Understanding Neutrino Interactions Using Deep Learning

Explore deep learning applications in neutrino physics, from classifying interactions to analyzing events, with insights on future developments in particle detection.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Learning Science with Machine Learning - Opening the Pandora Box

Explore how machine learning techniques can enhance scientific understanding and data analysis in cosmology, with insights on model interpretation and innovative approaches.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

Explore neural networks in quantum physics and image recognition, bridging manybody physics with machine learning for innovative applications in various fields.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

From Reinforcement Learning to Spin Glasses - The Many Surprises in Quantum State Preparation

Explore quantum state preparation, reinforcement learning, and spin glasses, uncovering surprising connections and insights in this cutting-edge physics research presentation.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Bridging Deep Learning and Many-Body Quantum Physics via Tensor Networks

Explore connections between deep learning and quantum physics through tensor networks, examining architectures, entanglement measures, and information flow in neural networks.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Teaching the Whole Physics Student

Practical strategies for integrating career-relevant skills into physics education, supporting students holistically as they pursue diverse 21st-century careers in industry and academia.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Conference Talk

Physics Implications of the Electromagnetic Signatures of GW170817

Explore electromagnetic signatures of GW170817, the first observed binary neutron star merger, and its implications for astrophysics and cosmology. Discover the challenges and breakthroughs in this groundbreaking field.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

How to Be Successful in a Physics Career - Preparing for Life After Your Physics Degree

Explore career paths and essential skills for physics graduates, including problem-solving, design thinking, and effective communication. Learn to leverage your degree for success in diverse fields.

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

The Magnetic Hard Disk Drive - How Information is Stored in the Cloud

Explore the fascinating world of hard disk drives, their technological advancements, and their crucial role in cloud storage. Learn about the physics behind HDDs and future innovations.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

How Organic Light Emitting Diodes Revolutionized Displays

Explore the evolution, challenges, and future of OLED technology in displays and lighting, from its invention to current market applications and ongoing research for improvement.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

The Double-Heterostructure Concept in Lasers, LED's, and Solar Cells

Explore double-heterostructure concept in lasers, LEDs, and solar cells. Learn about semiconductor physics, electronic confinement, and device optimization from a renowned expert.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

Magic-Angle Graphene Superlattices - A New Platform for Strongly Correlated Physics

Discover surprising properties of misaligned graphene sheets, from Mott insulator to superconductor. Explore this new platform for strongly correlated physics and its similarities to cuprate superconductivity.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

Neuromorphic Computing

Explore neuromorphic computing with Ivan Schuller, discussing brain-like machines, computational limits, energy efficiency, and the future of AI technology.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk