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WebGPU-Based 2D Coulomb Gas Simulator: Visualizing Electron Interactions and Log-Gas Hamiltonian

By

swesnow

3mo ago· 2 min readenInsight

Summary

The article describes a 2D Coulomb gas simulator built with WebGPU technology, where each dot represents an electron experiencing pairwise Coulomb repulsion while confined by an external potential. The system's energy is governed by a 2D log-gas Hamiltonian, and this mathematical model appears in various contexts including eigenvalues of random matrices with Gaussian entries. The simulator demonstrates how these physical/mathematical systems behave and can be visualized using modern web graphics technology.

Key quotes

· 4 pulled
Each dot represents an electron experiencing pairwise Coulomb repulsion with every other electron while being confined by an external potential $Q$.
The energy of a configuration $z_1, \dots, z_n$ is given by the 2D log-gas Hamiltonian $$H(z_1,\ldots,z_n) = -\sum_{i \neq j} \log\lvert z_i - z_j \rvert + n\sum_{j=1}^n Q(z_j).$$
The 2D Coulomb gas is interesting because this type of Hamiltonian shows up in many different places across mathematics / mathematical physics:
Eigenvalues of a random matrix with Gaussian random entries
Snippet from the RSS feed
Each dot represents an electron experiencing pairwise Coulomb repulsion with every other electron while being confined by an external potential $Q$. The energy of a configuration $z_1, \dots, z_n$ is given by the 2D log-gas Hamiltonian $$H(z_1

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