Kinetics-constrained neural ordinary differential equations: Artificial neural network models tailored for small data to boost kinetic model development
Aleksandr Fedorov, Anna Perechodjuk, David Linke
Topics & Concepts
Artificial neural networkOrdinary differential equationComputer scienceKey (lock)Range (aeronautics)Experimental dataKinetic energySmall dataData-drivenMachine learningArtificial intelligenceDifferential equationMathematicsEngineeringPhysicsComputer securityStatisticsMathematical analysisAerospace engineeringQuantum mechanicsMachine Learning in Materials ScienceModel Reduction and Neural NetworksNeural Networks and Applications