Is Domain Knowledge Necessary for Machine Learning Materials Properties?
Ryan Murdock, Steven K. Kauwe, Anthony Wang, Taylor D. Sparks
Topics & Concepts
Computer scienceMaterials informaticsField (mathematics)Domain (mathematical analysis)Machine learningDomain knowledgeSimple (philosophy)Artificial intelligenceNoise (video)Data miningData scienceHealth informaticsMathematicsEngineering informaticsImage (mathematics)EpistemologyPhilosophyPublic healthNursingPure mathematicsMathematical analysisMedicineMachine Learning in Materials ScienceComputational Drug Discovery MethodsX-ray Diffraction in Crystallography