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Towards physics-informed explainable machine learning and causal models for materials research

Ayana Ghosh

2023Computational Materials Science26 citationsDOIOpen Access PDF

Topics & Concepts

WorkflowComputer scienceVariety (cybernetics)Data scienceProcess (computing)Artificial intelligenceKey (lock)Perspective (graphical)Focus (optics)Encoding (memory)Machine learningCognitive scienceManagement scienceEngineeringPhysicsOpticsOperating systemDatabaseComputer securityPsychologyMachine Learning in Materials ScienceComputational Drug Discovery MethodsElectron and X-Ray Spectroscopy Techniques
Towards physics-informed explainable machine learning and causal models for materials research | Litcius