Physics-based computation at scale — Hamiltonian dynamics, spectral theory, and statistical mechanics powering optimization, drug discovery, genomics, molecular proof, and agentic commerce.

Public benchmarks and verification tools for the Daugherty Engine (simulated bifurcation). Problem generators, solution validators, claim verification.