Property prediction

…autonomous materials research beyond property prediction. Sessions connect physics-informed models, fundamental physical understanding, experimental validation and human–AI collaboration. Particular attention goes to data-efficient learning where experimental datasets are small or difficult to obtain. The online programme runs 4 November, 10:00–13:00, and 5 November, 19:00–22:00, US Eastern Time (EST). Registered participants receive session recordings. Registration is USD 100 regular, USD 75 fo

…generation, candidate formulation, property prediction, experimental ranking, and autonomous synthesis and testing. The conversation examines the difficult connection between molecular properties and device performance, especially the solid-electrolyte interface, and why reliable experimental data and simulation calibration remain central obstacles. Hosted by Ravid Shwartz Ziv and Alle