Deep learning for model order reduction of multibody systems to minimal coordinates
Andrea Angeli, Wim Desmet, Frank Naets
Topics & Concepts
Multibody systemLocal coordinatesGeneralized coordinatesManifold (fluid mechanics)Artificial neural networkNonlinear systemControl theory (sociology)Reduction (mathematics)Computer scienceDegrees of freedom (physics and chemistry)Equations of motionAutoencoderMathematicsArtificial intelligenceMathematical analysisGeometryClassical mechanicsPhysicsControl (management)Quantum mechanicsEngineeringMechanical engineeringModel Reduction and Neural NetworksHydraulic and Pneumatic SystemsReal-time simulation and control systems