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