Neural network estimation of kinetic parameters in distributed activation energy model (DAEM) without a priori assumptions for parallel reaction system
Shinji Wakimoto, Yoshiya Matsukawa, Yui Numazawa, Yohsuke Matsushita, Hideyuki Aoki
Topics & Concepts
Kinetic energyArtificial neural networkGaussianLimit (mathematics)A priori and a posterioriFeedforward neural networkBiological systemComputationComputer scienceActivation energyApplied mathematicsThermodynamicsAlgorithmMathematicsChemistryPhysicsPhysical chemistryMathematical analysisComputational chemistryArtificial intelligenceQuantum mechanicsPhilosophyBiologyEpistemologyMachine Learning in Materials ScienceFuel Cells and Related MaterialsElectrocatalysts for Energy Conversion