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Tag: molecular dynamics

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DFT vs Molecular Dynamics: Which Should You Use?
Simulation

DFT vs Molecular Dynamics: Which Should You Use?

One gives you electrons at zero kelvin, the other atoms in motion at temperature. A decision guide with the length scales, time scales and honest limits of each.
by Dinesh Varma Mudunuri October 22, 2026September 14, 2026
Your First LAMMPS Simulation, Step by Step
Simulation

Your First LAMMPS Simulation, Step by Step

Install LAMMPS, run a real melt simulation, and understand every line of the input script. A first molecular dynamics run you can finish in twenty minutes.
by Dinesh Varma Mudunuri October 1, 2026September 14, 2026
What Is a Machine-Learned Interatomic Potential?
Machine Learning

What Is a Machine-Learned Interatomic Potential?

An MLIP gives you near-DFT accuracy at close to classical-MD speed. Here is how these potentials work, where the speed comes from, and how they fail.
by Dinesh Varma Mudunuri September 17, 2026September 14, 2026
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