A film capacitor that can take the heat
— By Michael Matz
The Department of Energy’s Lawrence Berkeley National Laboratory (Berkeley Lab) and several collaborating institutions have successfully demonstrated a machine-learning technique to accelerate discovery of materials for film capacitors — crucial components in electrification and renewable energy technologies. The technique was used to screen a library of nearly 50,000 chemical structures to identify a compound with record-breaking performance.
The other collaborators from University of Wisconsin–Madison, Scripps Research Institute, University of California, ...













