Nature

Autonomous atomic Hamiltonian construction and active sampling of X-ray absorption spectroscopy by adversarial Bayesian optimization

X-ray absorption spectroscopy (XAS) is a well-established method for in-depth characterization of electronic structure. In practice hundreds of energy-points should be sampled during the measurements, ...
Nature

Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling

The alternative text for this image may have been generated using AI. The liquid sample was dosed and transferred by two positive-displacement pumps made by Fluid Metering Inc (FMI) calibrated to 5 µl ...