■ Block 01 / research
Research
Foundations other work depends on. Each entry explains what it is, why it is load-bearing, its open problems, and a reviewed timeline of progress.
Foundations other work depends on. Each entry explains what it is, why it is load-bearing, its open problems, and a reviewed timeline of progress.
Phase estimation, variational and sample-based algorithms for molecular energies, and resource estimates for fault-tolerant machines, set against moving classical baselines.
Alchemical perturbation, umbrella sampling, metadynamics and path sampling compute free energies and rates that straightforward MD cannot reach in accessible time.
Neural or kernel models trained on quantum-chemical energies and forces that reproduce a potential energy surface at near-classical cost, now extended to universal 'foundation' models over most of the periodic table.