Lectures related to Computational Molecular Design

Sampling Algorithms for Constrained Systems

Explores sampling algorithms for constrained systems, emphasizing the work of Benedict Leimkuhler from the University of Edinburgh.

Molecular Dynamics Simulations

Explores potential energy surfaces in molecular dynamics simulations and the use of mixed quantum mechanical/molecular mechanical methods.

Path Integral Molecular Dynamics: Quantum Mechanics Applications

Introduces path integral molecular dynamics and its applications in quantum mechanics, focusing on nuclear quantum effects and their implications for molecular simulations.

Quantum Chemistry Fundamentals

Introduces the fundamentals of quantum chemistry, including Hartree-Fock wavefunctions and density functional theory.

Machine-learned force fields for molecular simulation

Explores machine-learned force fields for accurate molecular simulations and the solution of the electronic Schrödinger equation.

Molecular Dynamics and Monte Carlo

Covers computational methods for molecular systems at finite temperature, emphasizing stochastic sampling and time evolution simulations.

Machine Learning for Solving PDEs: Random Feature Method

Explores the Random Feature Method for solving PDEs using machine learning algorithms to approximate high-dimensional functions efficiently.

Periodic Table Elements and Assyr Abdulle's Contributions

Explores the periodic table of elements and Assyr Abdulle's significant contributions to numerical analysis.

Generative Models: Advancements in Molecular Design

Explores the use of generative models for discovering novel molecules in molecular design.

Car-Parrinello molecular dynamics

Explores Car-Parrinello molecular dynamics, a unified approach combining molecular dynamics and density-functional theory for simulating various systems, with a focus on historical background, technical details, and challenges in atomistic simulations.

Quantum Dynamics: Exact Methods and Applications

Covers exact and semiclassical quantum dynamics, including Schrödinger's equation and molecular interactions.

Drug Discovery: Computational Approaches

Explores the EXSCALATE4COV project, focusing on computational drug discovery for COVID-19 treatments and the collaboration between academia and industry.

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Quantum Chemistry: Eigenfunctions and Hermitian Operators Log in to Mediaspace to watch this video

Discusses eigenfunctions of Hermitian operators in quantum chemistry and the quantization of energy levels.

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Quantum Chemistry Log in to Mediaspace to watch this video

Covers eigenvalues, eigenfunctions, Hermitian operators, and the measurement of observables in quantum chemistry.

Quantum Chemistry: Schrödinger Equation Solutions Log in to Mediaspace to watch this video

Explores the solutions to the Schrödinger Equation in Quantum Chemistry, emphasizing wavefunction properties and energy quantization.

Density Functional Theory: Summary Log in to Mediaspace to watch this video

Summarizes Generalized Gradient Approximations, Meta-GGAs, Hybrid functionals, First-Principles Molecular Dynamics, QM/MM simulations, and important features of Quantum Chemistry calculations.

Quantum Chemistry: Angular Momentum Log in to Mediaspace to watch this video

Covers quantum chemistry concepts related to angular momentum and precise measurements.

Quantum Chemistry: Eigenfunctions and Operators Log in to Mediaspace to watch this video

Explores eigenfunctions and operators in quantum chemistry, emphasizing their significance in understanding bound states.