Bayesian neural networks for uncertainty quantification in data-driven materials modeling
Audrey Olivier, Michael D. Shields, Lori Graham‐Brady
Topics & Concepts
Uncertainty quantificationComputer scienceExtrapolationMachine learningArtificial neural networkProbabilistic logicBayesian inferenceInferenceInterpolation (computer graphics)Bayesian probabilityArtificial intelligenceAlgorithmData miningMathematicsMathematical analysisMotion (physics)Machine Learning in Materials ScienceProbabilistic and Robust Engineering DesignModel Reduction and Neural Networks