Prof Francesco Montomoli
Imperial College London
H-index: 23
Europe-United Kingdom
Top articles of Prof Francesco Montomoli
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Investigation of Compressor Cascade Flow Using Physics-Informed Neural Networks with Adaptive Learning Strategy | AIAA Journal | Li Zhihui Francesco Montomoli Sanjiv Sharma | 2024 |
Aleatory uncertainty quantification based on multi-fidelity deep neural networks | Reliability Engineering & System Safety | Zhihui Li Francesco Montomoli | 2024/5/1 |
SeAr PC: Sensitivity Enhanced Arbitrary Polynomial Chaos | arXiv preprint arXiv:2402.05507 | Nick Pepper Francesco Montomoli Kyriakos Kantarakias | 2024/2/8 |
On the pressure wave emanating from a deflagration flame front | Heliyon | V Bisio F Montomoli S Rossin VL Tagarielli | 2024/2/7 |
High-Dimensional Uncertainty Quantification of High-Pressure Turbine Vane Based on Multifidelity Deep Neural Networks | Journal of Turbomachinery | Zhihui Li Francesco Montomoli Nicola Casari Michele Pinelli | 2023/11/1 |
Using remote sensing data within an optimal spatiotemporal model for invasive plant management: the case of Ailanthus altissima in the Alta Murgia National Park | Scientific Reports | Christopher M Baker Palma Blonda Francesca Casella Fasma Diele Carmela Marangi | 2023/9/4 |
Investigation of compressor cascade flow based on physics-informed neural networks | arXiv preprint arXiv:2308.04501 | Zhihui Li Francesco Montomoli Sanjiv Sharma | 2023/7/15 |
A multiscale strategy for fouling prediction and mitigation in gas turbines | Riccardo Friso | 2023/4/6 | |
Failure domain analysis using Sliced-Normal distributions | James Hammond Luis G Crespo Francesco Montomoli | 2023 | |
Reynolds Sensitivity of the Wake Passing Effect on a LPT Cascade Using Spectral/hp Element Methods | International Journal of Turbomachinery, Propulsion and Power | Andrea Cassinelli Andrés Mateo Gabín Francesco Montomoli Paolo Adami Raul Vázquez Díaz | 2022/2/22 |
High-Order Spectral/hp Compressible and Incompressible Comparison of Transitional Boundary-Layers Subject to a Realistic Pressure Gradient and High Reynolds Number | Guglielmo Vivarelli João Anderson Isler Francesco Montomoli Spencer J Sherwin Paolo Adami | 2022/6/13 | |
Topology optimisation of turbulent flow using data-driven modelling | Structural and Multidisciplinary Optimization | James Hammond Marco Pietropaoli Francesco Montomoli | 2022/2 |
Development of Machine-Learnt Turbulence Closures for Wake Mixing Predictions in Low-Pressure Turbines | Yuri Frey Marioni Paolo Adami Raul Vazquez Diaz Andrea Cassinelli Spencer Sherwin | 2022/6/13 | |
Robust data-driven turbulence closures for improved heat transfer prediction in complex geometries | International Journal of Heat and Fluid Flow | James Hammond Marco Pietropaoli Francesco Montomoli | 2022/12/1 |
Predictions and uncertainty quantification of the loading induced by deflagration events on surrounding structures | Process Safety and Environmental Protection | V Bisio F Montomoli S Rossin M Ruggiero VL Tagarielli | 2022/2/1 |
Thermal Management for Electrification in Aircraft Engines: Optimization of Coolant System | N Raske O Ausin Gonzalez S Furino M Pietropaoli S Shahpar | 2022/6/13 | |
Adaptive learning for reliability analysis using support vector machines | Reliability Engineering & System Safety | Nick Pepper Luis Crespo Francesco Montomoli | 2022/10/1 |
Acknowledgment to Reviewers of IJTPP in 2021 | Int. J. Turbomach. Propuls. Power | Aki Grönman Giovanna Cavazzini Andrea Cattanei Gwi Bo Byun Andrea Ferrero | 2022 |
Error quantification for the assessment of data-driven turbulence models | Flow, Turbulence and Combustion | James Hammond Yuri Frey Marioni Francesco Montomoli | 2022/6 |
A Non-Parametric Histogram Interpolation Method for Design Space Exploration | Journal of Mechanical Design | Nick Pepper Francesco Montomoli Sanjiv Sharma | 2022/8/1 |
Co-Authors
