Quantum Chemistry Courses and Certifications

METUopencouseware

Quantum Chemistry

Explore fundamental concepts of quantum chemistry, from wave-particle duality to Schrödinger equations, probability, and quantum operators, providing a comprehensive foundation for advanced chemical studies.

• YouTube
• 1 day 18 hours
• On-Demand
• Free Video

Coordination Chemistry

Explore coordination chemistry, quantum mechanics, and organic compounds. Learn about molecular structures, theories, and applications in biological systems and chemical reactions.

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

The Julia Programming Language

DFTK - A Julian Approach for Simulating Electrons in Solids

Introducing DFTK: A Julia package for density-functional theory simulations, offering flexibility for practical calculations and mathematical development in electronic structure research.

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

Academic Lesson

Physical Chemistry

Comprehensive exploration of physical chemistry principles, covering thermodynamics, quantum mechanics, and chemical kinetics. Ideal for students seeking in-depth understanding of chemical systems and their behavior.

• YouTube
• 12 hours
• On-Demand
• Free Video

APS Physics

Advances in Machine Learned Potentials for Molecular Dynamics Simulation

Explore machine learning advancements in molecular dynamics simulations, covering symmetries, training methods, and applications in hydrocarbon reactions and IR spectra analysis.

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

APS Physics

Shock Physics on the Sandia Z Pulsed Power Machine

Explore extreme dynamic compression studies using the Sandia Z Machine, focusing on deuterium's molecular-to-atomic transition and insulator-to-metal transition under various pressure and temperature conditions.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

APS Physics

Physical Review Journal Club - Quantum Research with the Authors

Explore efficient quantum simulation for molecular spectroscopy using superconducting bosonic processors, with insights on implementation, photon detection, and algorithmic approaches.

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

MITCBMM

Machine Learning and AI for the Sciences - Towards Understanding

Explore ML and AI applications in sciences, focusing on neuroscience, medicine, and physics. Learn about extracting insights from ML models to enhance understanding in fields like quantum chemistry.

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

Simons Institute

Classical Shadows of Quantum States - Quantum Colloquium

Explore quantum state representation, shadow tomography, and machine learning applications in quantum many-body problems with John Preskill's insightful lecture on classical shadows.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Simons Institute

Recent Advances in Quantum Simulation

Explore recent advancements in quantum simulation, focusing on dynamical simulation, unitary access, and applications in quantum chemistry and physics.

• YouTube
• 51 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)

Large-Coupling Strength Expansion in DFT and Hartree-Fock Adiabatic Connections

Explore large-coupling strength expansions in DFT and Hartree-Fock adiabatic connections, examining their applications in quantum chemistry and electronic structure theory.

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

Institute for Pure & Applied Mathematics (IPAM)

Recent Results in Density Functional Theory - IPAM at UCLA

Explore recent advancements in Density Functional Theory, including the Lieb-Oxford bound and Local Density Approximation, presented by Mathieu Lewin at IPAM's workshop on Model Reduction in Quantum Mechanics.

• YouTube
• 45 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)

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