SAMBA: Sparse approximation of moment-based arbitrary polynomial chaos R Ahlfeld, B Belkouchi, F Montomoli Journal of Computational Physics 320, 1-16, 2016 | 103 | 2016 |
Design for additive manufacturing: internal channel optimization M Pietropaoli, R Ahlfeld, F Montomoli, A Ciani, M D'Ercole Journal of Engineering for Gas Turbines and Power 139 (10), 102101, 2017 | 54 | 2017 |
Uncertainty quantification of leakages in a multistage simulation and comparison with experiments C Maria Mazzoni, R Ahlfeld, B Rosic, F Montomoli Journal of Fluids Engineering 140 (2), 021110, 2018 | 29 | 2018 |
A single formulation for uncertainty propagation in turbomachinery: SAMBA PC R Ahlfeld, F Montomoli Journal of Turbomachinery 139 (11), 111007, 2017 | 22 | 2017 |
A hybrid approach combining DNS and RANS simulations to quantify uncertainties in turbulence modelling LJA Voet, R Ahlfeld, A Gaymann, S Laizet, F Montomoli Applied Mathematical Modelling 89, 885-906, 2021 | 18 | 2021 |
Design for additive manufacturing: Internal channel optimization M Pietropaoli, R Ahlfeld, F Montomoli, A Ciani, M D’Ercole Turbo Expo: Power for Land, Sea, and Air 49798, V05BT11A013, 2016 | 18 | 2016 |
Autonomous uncertainty quantification for discontinuous models using multivariate Padé approximations R Ahlfeld, F Montomoli, M Carnevale, S Salvadori Journal of Turbomachinery 140 (4), 041004, 2018 | 10 | 2018 |
Using autoencoders and output consolidation to improve machine learning models for turbomachinery applications J Pongetti, T Kipouros, M Emmanuelli, R Ahlfeld, S Shahpar Turbo Expo: Power for Land, Sea, and Air 84935, V02DT36A018, 2021 | 9 | 2021 |
Data-driven uncertainty quantification for Formula 1: Diffuser, wing tip and front wing variations R Ahlfeld, F Ciampoli, M Pietropaoli, N Pepper, F Montomoli Proceedings of the Institution of Mechanical Engineers, Part D: Journal of …, 2019 | 9 | 2019 |
Bi-fidelity UQ with combination of co-Kriging and arbitrary polynomial chaos: Film cooling with back facing step using RANS and DES E Sakai, M Bai, R Ahlfeld, K Klemmer, F Montomoli International Journal of Heat and Mass Transfer 131, 261-272, 2019 | 8 | 2019 |
Uncertainty quantification for fat-tailed probability distributions in aircraft engine simulations R Ahlfeld, F Montomoli, E Scalas, S Shahpar Journal of Propulsion and Power 33 (4), 881-890, 2017 | 8 | 2017 |
A data-driven uncertainty quantification method for scarce data and rare events RBH Ahlfeld Imperial College London, 2018 | 6 | 2018 |
A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance R Carreira Rufato, Y Diouane, J Henry, R Ahlfeld, J Morlier AIAA AVIATION 2022 Forum, 4037, 2022 | 5 | 2022 |
Uncertainty Quantification Analysis of Back Facing Steps Film Cooling Configurations E Sakai, M Bai, R Ahlfeld, F Montomoli Turbo Expo: Power for Land, Sea, and Air 51081, V05AT12A009, 2018 | 5 | 2018 |
Creating Recommender Systems for Industrial Engineering Problems Using a Mixed Categorical-Continuous Data-Driven Method RC Rufato, Y Diouane, J Henry, R Ahlfeld, J Morlier ECCOMAS CSAI 2021, 2021 | 3 | 2021 |
A single formulation for uncertainty propagation in turbomachinery: SAMBA PC R Ahlfeld, F Montomoli Turbo Expo: Power for Land, Sea, and Air 49712, V02CT45A007, 2016 | 3 | 2016 |
An autonomous uncertainty quantification method for the digital age: Transonic flow simulations using multivariate pade approximations R Ahlfeld, M Carnevale, S Salvadori, F Montomoli Turbo Expo: Power for Land, Sea, and Air 50800, V02CT47A023, 2017 | 2 | 2017 |
Stochastic variation of the aero-thermal flow field in a cooled high-pressure transonic vane configuration S Salvadori, M Carnevale, R Ahlfeld, F Montomoli, F Martelli 12 th European Conference on Turbomachinery Fluid dynamics & Thermodynamics, 2017 | 2 | 2017 |
Multi-fidelity uncertainty quantification for geometric manufacturing errors in turbulent flow R Ahlfeld, S Laizet, G Geraci, G Iaccarino, F Montomoli APS Division of Fluid Dynamics Meeting Abstracts, D34. 010, 2016 | 2 | 2016 |
Numerical Simulation of Water Injection in 2D Fractured Media Using Discrete-Fracture Model M Carnevale, R Ahlfeld Society of Petroleum Engineers, 2001 | 2 | 2001 |