From Data to Next Experiment: KNOWSKITE-X’s Machine Learning Platform
10 September 2026 Materials researchers know the problem well. Optimising a new perovskite electrode or a carbon material for the next generation of energy devices means navigating a huge space of possible compositions, synthesis conditions and process parameters, while every single data point comes from a costly and time-consuming synthesis, characterisation or DFT calculation. Trial…