A data science approach for advanced solid polymer electrolyte design
Marianne Liu, Conrad Clement, Kathy Liu, Xuming Wang, Taylor D. Sparks
Topics & Concepts
Computer scienceRandom forestSupport vector machineMean squared errorLasso (programming language)Battery (electricity)RegressionLinear regressionMachine learningArtificial intelligenceProcess engineeringStatisticsMathematicsEngineeringPower (physics)PhysicsWorld Wide WebQuantum mechanicsMachine Learning in Materials ScienceFuel Cells and Related MaterialsAdvanced Battery Materials and Technologies