Quantum Mechanics Courses and Certifications

Devoxx

Is Quantum Computing Really a Thing

Explore quantum computing's potential, limitations, and real-world applications through an overview of current technology and a humane demonstration using Microsoft's Q# simulator.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Institute for Pure & Applied Mathematics (IPAM)

Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA

Explore symbolic regression for DFT functional discovery, combining AutoML ideas to improve existing models in computational chemistry and materials science.

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

Institute for Pure & Applied Mathematics (IPAM)

Machine Learning to Improve the Exchange and Correlation Functional in DFT

Explore machine learning approaches to improve exchange and correlation functionals in density functional theory, discussing physically informed methods and their advantages in quantum mechanics.

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

Institute for Pure & Applied Mathematics (IPAM)

Quantum Time Correlation Functions in an Open-Chain Path Integral Distribution

Explore quantum time correlation functions using open-chain path integrals, offering a new perspective on semiclassical approximations in computational chemistry with potential applications in rate theory and spectroscopy.

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

Institute for Pure & Applied Mathematics (IPAM)

Unified Understanding of E(3)-Equivariant Interatomic Potentials - Theory and Applications

Explore E(3)-equivariant interatomic potentials, covering theory, applications, and advancements in machine learning approaches for quantum mechanics and molecular dynamics simulations.

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

Institute for Pure & Applied Mathematics (IPAM)

High Accuracy Wavefunctions Using Deep-Learning-Based Variational Monte Carlo

Explore deep learning-based variational Monte Carlo for high-accuracy wavefunctions in computational chemistry, featuring novel architecture and improved methods for ground state energy calculations.

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

Institute for Pure & Applied Mathematics (IPAM)

Conditional Probability Density Functional Theory - IPAM at UCLA

Explore conditional probability density functional theory for electronic structure calculations, addressing challenges in DFT and offering insights into ground-state correlations and warm dense matter simulations.

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

Institute for Pure & Applied Mathematics (IPAM)

Elements of Electronic Structure Calculations - HF and DFT - IPAM at UCLA

Explore fundamental concepts of electronic structure calculations, including Hartree-Fock and Density Functional Theory, with insights on modern methodologies and applications in quantum mechanics.

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

Institute for Pure & Applied Mathematics (IPAM)

Ab Initio Quantum Chemistry Approaches to Nonequilibrium Interactions in Molecules

Explore ab initio quantum chemistry approaches for nonequilibrium interactions in molecules and materials, covering correlated photon-molecule interactions, molecular strong coupling, and polariton dynamics.

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

Institute for Pure & Applied Mathematics (IPAM)

Quantum Field Theory of Exotic Systems - IPAM at UCLA

Explore quantum field theory of exotic systems, focusing on fracton phases and their challenges to conventional understanding. Delve into subsystem symmetries, tensor gauge theories, and peculiar UV/IR mixing phenomena.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Strictly-Correlated Electron Functional and Multimarginal Optimal Transport

Explore convex optimization methods for multi-marginal transport problems in density functional theory, including relaxation techniques and rounding schemes for energy bounds.

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

Institute for Pure & Applied Mathematics (IPAM)

News on Tensor Network Simulations for Quantum Matter and Beyond

Explore recent developments in tensor network simulations for quantum systems and their applications beyond physics, including portfolio optimization in finance.

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

Institute for Pure & Applied Mathematics (IPAM)

Emergent Gapless Quantum Spin Liquid from Deconfined Quantum Critical Point

Explores emergent gapless quantum spin liquid near deconfined quantum critical point using tensor network state methods, providing evidence for its existence in antiferromagnetic Heisenberg models.

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

Institute for Pure & Applied Mathematics (IPAM)

Neural-Network Wave Functions for Quantum Chemistry - IPAM at UCLA

Explore neural-network wave functions in quantum chemistry, covering variational quantum Monte Carlo, antisymmetric ansatzes, and applications to electronic and exciton-phonon Hamiltonians for improved accuracy in molecular modeling.

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

Institute for Pure & Applied Mathematics (IPAM)

Auxiliary Field Quantum Monte Carlo - AFQMC with Multi Slater Wavefunctions

Explore advanced quantum Monte Carlo techniques, focusing on AFQMC with multi-Slater wavefunctions and efficient exchange matrix evaluation for large-scale quantum systems.

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