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Researcher
Andrea Angeli
- Disciplines:Other engineering and technology
Affiliations
- Mecha(tro)nic System Dynamics (LMSD) (Division)
Member
From1 Aug 2020 → 30 Jun 2021 - Mecha(tro)nic System Dynamics (Division)
Member
From1 Oct 2019 → 31 Jul 2020 - Production Engineering, Machine Design and Automation (PMA) Section (Division)
Member
From1 Oct 2016 → 29 Jun 2020
Projects
1 - 1 of 1
- A Physics-Informed Deep Learning Approach towards Multibody Digital Twins for State/Input/Parameter EstimationFrom27 Oct 2016 → 12 May 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 10
- Deep learning of multibody minimal coordinates for state and input estimation with Kalman filtering(2021)
Authors: Andrea Angeli, Wim Desmet, Frank Naets
Pages: 205 - 223 - A simplified modelling and analysis of six degree of freedom random vibration test(2021)
Authors: Andrea Angeli, Dirk Vandepitte
- Deep learning for model order reduction of multibody systems to minimal coordinates(2021)
Authors: Andrea Angeli, Wim Desmet, Frank Naets
- Deep Learning of (Periodic) Minimal Coordinates for Multibody Simulations(2020)
Authors: Andrea Angeli, Frank Naets, Wim Desmet
Number of pages: 6 - Design space exploration for resonant metamaterials using physics guided neural networks(2020)
Authors: NoƩ Geraldo Rocha de Melo Filho, Andrea Angeli, Sjoerd van Ophem, Bert Pluymers, Elke Deckers, Wim Desmet
Pages: 2503 - 2522 - Analysis of low damping ratios in multi-exciter stationary non-Gaussian random vibration control(2020)
Authors: Andrea Angeli, Dirk Vandepitte
Pages: 1463 - 1470 - A Machine Learning Approach for Minimal Coordinate Multibody Simulation(2019)
Authors: Andrea Angeli, Frank Naets, Wim Desmet
- Synthesis of Sine-on-Random vibration profiles for accelerated life tests based on fatigue damage spectrum equivalence(2018)
Authors: Andrea Angeli
Pages: 340 - 351 - Fatigue Damage Spectrum calculation in a Mission Synthesis procedure for Sine-on-Random excitations(2016)
Authors: Andrea Angeli
- Mission synthesis of sine-on-random excitations for durability tests(2016)
Authors: S Diop, Andrea Angeli, B Cornelis, P Sas, D Moens, A VanDeWalle
Pages: 1117 - 1117Number of pages: 1