Institute for Pure & Applied Mathematics (IPAM) Courses

Fast Mixing of 1D Quantum Systems at All Temperatures

Discover how 1D quantum Hamiltonians achieve fast mixing at all temperatures, enabling efficient Gibbs state preparation and exponential correlation clustering in quantum systems.

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

System-Bath Interaction Models for Quantum Ground- and Thermal-State Preparation

Explore system-bath interaction models for quantum ground and thermal state preparation with dissipative algorithms, Lindblad dynamics, and rigorous complexity guarantees.

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

Dissipative Preparation of Thermal and Ground States

Explore dissipative quantum state preparation using natural cooling processes and mid-circuit measurements for efficient thermal and ground state preparation on quantum devices.

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

Quantum Generalizations of Glauber and Metropolis Dynamics

Explore quantum generalizations of classical sampling dynamics with novel Lindbladian constructions, fast mixing proofs, and efficient DMRG variants for open quantum systems.

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

Quantum Simulation for Chemistry and Materials Science - Part 2 of 2

Explore advanced quantum simulation techniques for chemistry and materials science applications in this comprehensive Yale University presentation from IPAM's Winter School.

• YouTube
• 2 hours 11 minutes
• Self-Paced
• Free Video

Quantum Simulation for Chemistry and Materials Science - Part 1 of 2

Discover quantum simulation methods for advancing chemistry and materials science research through computational approaches and theoretical frameworks.

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

Quantum Simulation for Quantum Field Theories - Part 2 of 2

Explore advanced quantum simulation techniques for quantum field theories in this comprehensive second-part lecture by Zohreh Davoudi from University of Maryland.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

Tensor Networks and Applications to Many-Body Systems - Part 1 of 2

Discover tensor network methods for solving complex many-body quantum systems with practical computational techniques and theoretical foundations.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Tensor Networks and Applications to Many-Body Systems - Part 2 of 2

Dive into advanced tensor network methods for quantum many-body systems, exploring computational techniques and practical applications in quantum simulation.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Quantum Simulation for Quantum Field Theories - Part 1 of 2

Explore quantum simulation techniques for quantum field theories with expert insights from University of Maryland's Zohreh Davoudi in this comprehensive lecture.

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

Hamiltonian-oriented Quantum Algorithm Design and Implementation - Part 2 of 2

Explore advanced Hamiltonian-oriented quantum algorithm design and implementation techniques for quantum simulation applications.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Hamiltonian-oriented Quantum Algorithm Design and Implementation - Part 1 of 2

Discover Hamiltonian-oriented quantum algorithm design principles and implementation strategies for quantum simulation applications in this comprehensive academic presentation.

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

Tutorial Introduction to Quantum Simulation - Part 2 of 2

Explore advanced quantum simulation techniques and applications with Duke University's Ken Brown in this comprehensive tutorial from IPAM's Quantum Winter School 2026.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Tutorial Introduction to Quantum Simulation - Part 1 of 2

Discover quantum simulation fundamentals with Duke University's Ken Brown in this comprehensive tutorial covering key principles and applications in quantum computing.

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

Physics and Uncertainty in the Community Research Earth Digital Intelligence Twin

Explore AI-driven Earth system modeling with physics constraints and uncertainty quantification for improved climate predictions and ensemble generation.

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