Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control

Urban Fasel, J. Nathan Kutz, Bingni W. Brunton, +1

Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences

EngineeringMachine LearningData ScienceData MiningPattern Recognition +20

Composite additive manufacturing of morphing aerospace structures

Urban Fasel, Dominic Keidel, Leo Baumann, +3

Manufacturing Letters

Morphing StructureDigital FabricationMechanical EngineeringDesignComposite Additive Manufacturing +2

PySINDy: A comprehensive Python package for robust sparse system identification

Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel, +9

The Journal of Open Source Software

EngineeringMachine LearningComputational MechanicsComprehensive Python PackageNonlinear System Identification +17

Concurrent design of a morphing aerofoil with variable stiffness bi-stable laminates

Izabela K. Kuder, Urban Fasel, Paolo Ermanni, +1

Smart Materials and Structures

AeroacousticsEngineeringMechanical EngineeringMorphing AerofoilStructural Optimization +18

SINDy with Control: A Tutorial

Urban Fasel, Eurika Kaiser, J. Nathan Kutz, +2

2021 60th IEEE Conference on Decision and Control (CDC)

Nonlinear System IdentificationParameter IdentificationEngineeringData ScienceTutorial Examples +12

Data-driven nonlinear aeroelastic models of morphing wings for control

Nicola Fonzi, Steven L. Brunton, Urban Fasel

Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences

Benchmarking sparse system identification with low-dimensional chaos

Alan A. Kaptanoglu, Lanyue Zhang, Zachary G. Nicolaou, +2

Nonlinear Dynamics

Nonlinear System IdentificationHigh-dimensional ChaosSparse System IdentificationInverse ProblemsSystem Identification

Aerostructural optimization of a morphing wing for airborne wind energy applications

Urban Fasel, Dominic Keidel, Giulio Molinari, +1

Smart Materials and Structures

AeroacousticsEngineeringStructural OptimizationAerostructural OptimizationAeronautics +14

Reduced-Order Dynamic Model of a Morphing Airborne Wind Energy Aircraft

Urban Fasel, Paolo Tiso, Dominic Keidel, +2

AIAA Journal

AeroacousticsEngineeringAerospace SimulationWind EngineeringFlight Control +14

Control Authority of a Camber Morphing Flying Wing

Dominic Keidel, Urban Fasel, Paolo Ermanni

Journal of Aircraft

AeronauticsMorphing StructureEngineeringAerospace EngineeringMechatronics +8