A practical guide to virtual screening, active learning, and autonomous experimentation. The math of traditional materials R&D is brutal. A typical discovery program screens hundreds of candidates over several years,…
VQE for batteries, hybrid quantum-classical workflows, and quantum machine learning — a 2026 status report 2026 is the year quantum computing stops being a slide-deck promise and starts producing measurable…