Researched
Statistical Mechanics
Maxwell, Boltzmann and Gibbs derive heat, pressure and entropy from the statistics of countless atoms (1860-1902).
Open in the interactive tree →Maxwell's velocity distribution for gas molecules (1860) and Boltzmann's statistical entropy (1877, S = k log W) explained temperature and the arrow of time as probabilities of atomic arrangements. Gibbs turned the method into a general framework in 1902. Planck's quantum hypothesis grew out of Boltzmann's way of counting, and the same mathematics now describes magnets, alloys and the entropy of information.
Prerequisites
Unlocks
- Planck's Quantum of Action1900
- Quantum Mechanics1925Planck derived his radiation law with Boltzmann's way of counting states
- Hopfield Net & Boltzmann Machine1982
- Diffusion Models2020
- Fluid Equations from Atoms2024-2025