Frank Naets

19 papers A 2C 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Limits: Enhancing the Extrapolation Performance of Regression Models by Leaving the Boundary Out.
Mach. Learn.
Francisco Ambrosio Garcia, Frank Naets
2025 J jnl
Dimensional reduction technique for the prediction of global and local responses of unidirectional composite with matrix nonlinearity and varying fiber packing geometry.
Eng. Comput.
A. Jamnongpipatkul, Frank Naets, F. A. Gilabert
2024 J jnl
AAA rational approximation for time domain model order reduction.
Appl. Math. Lett.
Giovanni Conni, Frank Naets, Karl Meerbergen
2024 J jnl
Framework for metamodel-based design optimization considering product performance and assembly process complexity.
Simul.
Pavel Eremeev, Alexander De Cock, Hendrik Devriendt, Frank Naets
2023 A conf
Automatic generation of digital-twins in advanced manufacturing: a feasibility study.
ICCAD
Francisco Ambrosio Garcia, Pavel Eremeev, Hendrik Devriendt, Frank Naets, Hüseyin Metin, Merih Özer
2023 A conf
Comparing the EKF with inverse black-box models in system identification of a chemical stirred tank.
ICCAD
Arash M. Zadeh Fard, Francisco Ambrosio Garcia, Matteo Kirchner, Bart Blockmans, Wim Desmet, Frank Naets
2023 — conf
State-oriented evaluation of observability and sensor placement for mechanical estimation applications.
ICM
Julian Staiger, Lorenzo Mazzanti, Frank Naets
2023 — conf
State-parameter estimation for a helical gear transmission with pitting defects.
ICM
Thijs Van der Veken, Jordi Marco I Jordan, Bart Blockmans, Matteo Kirchner, Frank Naets
2022 C conf
Design and Validation of a Multi-objective Automotive State Estimator for Unobservable and Non-linear Vehicle Models.
VEHITS
Thijs Devos, Matteo Kirchner, Jan Croes, Jasper De Smet, Frank Naets
2021 J jnl
A Discrete-Time Extended Kalman Filter Approach Tailored for Multibody Models: State-Input Estimation.
Sensors
Rocco Adduci, Martijn Vermaut, Frank Naets, Jan Croes, Wim Desmet
2021 J jnl
Generating set search using simplex gradients for bound-constrained black-box optimization.
Comput. Optim. Appl.
Sander Dedoncker, Wim Desmet, Frank Naets
2021 J jnl
Sensor Selection and State Estimation for Unobservable and Non-Linear System Models.
Sensors
Thijs Devos, Matteo Kirchner, Jan Croes, Wim Desmet, Frank Naets
2019 — conf
Adaptive Approximate Dynamic Optimization : a slider-crank case study.
AIM
Tom Lefebvre, Frederik De Belie, Frank Naets, Guillaume Crevecoeur
2019 — conf
An Approach for Combined Vertical Vehicle Model and Road Profile Identification from Heterogeneous Fleet Data.
ICCVE
Frank Naets, Jeroen Geysen, Wim Desmet
2019 — conf
Multi-actuated ground vehicle tyre force estimation through a coupled 1D simulation-estimation framework.
ICCVE
Marco Viehweger, Sebastiaan van Aalst, Frank Naets, Wim Desmet
2018 J jnl
Broadband Load Torque Estimation in Mechatronic Powertrains Using Nonlinear Kalman Filtering.
IEEE Trans. Ind. Electron.
Bart Forrier, Frank Naets, Wim Desmet
2017 J jnl
Design and Experimental Validation of a Stable Two-Stage Estimator for Automotive Sideslip Angle and Tire Parameters.
IEEE Trans. Veh. Technol.
Frank Naets, Sebastiaan van Aalst, Boulaid Boulkroune, Norddin El Ghouti, Wim Desmet
2017 J jnl
Improved human-computer interaction for mechanical systems design through augmented strain/stress visualisation.
Int. J. Intell. Eng. Informatics
Frank Naets, Francesco I. Cosco, Wim Desmet
2014 — conf
An extended Kalman filter approach for augmented strain/stress visualization in mechanical systems.
MESA
Frank Naets, Francesco I. Cosco, Wim Desmet