Lectures related to Interatomic potential

Atomistic Machine Learning: Physics and Data

Explores Atomistic Machine Learning, integrating physical principles into models to predict molecular properties accurately.

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Chemical Bonding: Crystal Lattices and Ionic Solids

Explores chemical bonding in crystal lattices and ionic solids, including properties of ionic compounds and molecular orbitals.

Chemical Bonds: Types and Properties

Covers different types of atomic and molecular bonds and their effects on material properties, including ionic, covalent, metallic, and intermolecular bonds.

Molecular Dynamics Basics

Covers the basics of Molecular Dynamics, including Verlet integrator and periodic boundary conditions.

Intermolecular Interactions: Energy Functions & Protein Structure

Explores empirical energy functions, bond potentials, van der Waals interactions, and Coulomb's law in molecular interactions.

Machine-learned force fields for molecular simulation

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