Tensor Networks Courses and Certifications

BSS Physics School

Tensor Network Methods III

Master advanced tensor network techniques for quantum many-body systems and computational physics applications in this comprehensive BSS Physics School lecture.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

BSS Physics School

Tensor Network Methods II

Explore advanced tensor network techniques for quantum many-body systems and computational physics applications in this comprehensive lecture.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

BSS Physics School

Tensor Network Based Methods - Lecture 1

Explore tensor network methods for quantum many-body systems in this comprehensive physics lecture from the Boulder Summer School 2025.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

BSS Physics School

Tensor Network Methods - Lecture 4

Explore advanced tensor network techniques for quantum many-body systems and computational physics applications in this comprehensive lecture.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

QuICS

Cost Scaling for Matrix-Product and Tree-Tensor-Network Simulations of 2D and 3D Systems with Area-Law Entanglement

Explore tensor network states for simulating quantum many-body systems, comparing MPS vs TTNS efficiency in 2D/3D systems with area-law entanglement scaling analysis.

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

Centre for Quantum Technologies

Beyond Penrose Tensor Diagrams with the ZX-Calculus

Explore advanced diagrammatic quantum computing through ZX calculus extensions, bridging SU(2) representation theory with Penrose spin networks for quantum mechanics applications.

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

Centre for Quantum Technologies

Quantum Circuit Simulation with a Localized Dynamic Time-Dependent Variational Principle

Discover a new tensor network method for quantum circuit simulation using locally adaptive Time-Dependent Variational Principle to overcome TEBD limitations and handle long-range gates efficiently.

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

International Centre for Theoretical Sciences

Generalized Symmetries on the Lattice - A Tensor Network Point of View

Explore generalized symmetries in quantum many-body systems through tensor networks, uncovering new forms of symmetry beyond traditional paradigms in condensed matter physics.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Generalized Symmetries on the Lattice - A Tensor Network Point of View

Explore generalized symmetries in quantum many-body systems through tensor networks, uncovering new forms of symmetry beyond traditional paradigms in condensed matter physics.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

APS Physics

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
• On-Demand
• Conference Talk

Institute for Advanced Study

Quantum Circuits, Cellular Automata and Tensor Networks - Ignacio Cirac

Explore quantum circuits, cellular automata, and tensor networks, focusing on their representations, entanglement properties, and generalizations to quantum channels and measurement-assisted dynamics.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Synergy Between Quantum Circuits and Tensor Networks - IPAM at UCLA

Explore synergies between parametrized quantum circuits and tensor networks, addressing optimization challenges and enhancing performance in quantum computing applications.

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

APS Physics

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
• On-Demand
• Conference Talk

BIMSA

Operator Algebras, Tensor Categories and Tensor Networks in Topological Order

Explore tensor networks in topological order using operator algebra techniques. Discover quantum symmetries and their mathematical representation through tensor categories.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

BIMSA

Operator Algebras, Bi-Unitary Connections and Tensor Networks - Lecture 4

Explore tensor categories as quantum symmetries, using Jones subfactor theory and bi-unitary connections to study 2D topological order and tensor networks.

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