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Dive into the research topics where Sibo Cheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Fusion of heterogeneous data for robust degradation prognostics
Jaber, E., Remy, E., Chabridon, V., Mougeot, M. & Lucor, D., 1 Oct 2026, In: Reliability Engineering and System Safety. 274, 112435.Research output: Contribution to journal › Article › peer-review
Open Access -
New Bayesian optimisation framework for robust multi–objective design: decoupling performance and uncertainty
Zhou, H., Wang, Z., Lucor, D. & Sauret, E., 1 Oct 2026, In: Reliability Engineering and System Safety. 274, 112359.Research output: Contribution to journal › Article › peer-review
Open Access -
A PINN methodology for temperature field reconstruction in the PIV measurement plane: Case of Rayleigh–Bénard convection
Volk, M. C., Sergent, A., Lucor, D., Mommert, M., Bauer, C. & Wagner, C., 1 Sept 2025, In: International Communications in Heat and Mass Transfer. 167, 109284.Research output: Contribution to journal › Article › peer-review
Open Access -
AutoEncoders latent space interpretability in the light of proper orthogonal decomposition: Machine learning of periodically forced fluid flows
Bousquet, R., Nore, C. & Lucor, D., 1 Oct 2025, In: Computer Physics Communications. 315, 109728.Research output: Contribution to journal › Article › peer-review
Open Access -
Bridging experiments and models, towards a new paradigm: DROP-PINN, a physics-informed neural network to predict droplet rupture in multiphase systems
Bana, G., Lamadie, F., Charton, S., Lucor, D. & Sheibat-Othman, N., 1 Aug 2025, In: Chemical Engineering Journal Advances. 23, 100829.Research output: Contribution to journal › Article › peer-review
Open Access -
CONFORMAL APPROACH TO GAUSSIAN PROCESS SURROGATE EVALUATION WITH MARGINAL COVERAGE GUARANTEES
Jaber, E., Blot, V., Brunel, N. J. B., Chabridon, V., Remy, E., Iooss, B., Lucor, D., Mougeot, M. & Leite, A., 1 Jan 2025, In: Journal of Machine Learning for Modeling and Computing. 6, 3, p. 37-68 32 p.Research output: Contribution to journal › Article › peer-review
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Reliability based aeroelastic design optimization of composite wings via surrogate modeling
Claret, R. B., Fabbiane, N., Fagiano, C., Julien, C. & Lucor, D., 1 Jan 2025, AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SENSITIVITY ANALYSES OF A MULTIPHYSICS LONG-TERM CLOGGING MODEL FOR STEAM GENERATORS
Jaber, E., Chabridon, V., Remy, E., Baudin, M., Lucor, D., Mougeot, M. & Iooss, B., 1 Jan 2025, In: International Journal for Uncertainty Quantification. 15, 1, p. 27-45 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Sequential learning based PINNs to overcome temporal domain complexities in unsteady flow past flapping wings
Sundar, R., Lucor, D. & Sarkar, S., 1 Dec 2025, In: Journal of Fluids and Structures. 139, 104421.Research output: Contribution to journal › Article › peer-review
Open Access -
Understanding the Training of PINNs for Unsteady Flow Past a Plunging Foil Through the Lens of Input Subdomain Level Loss Function Gradients
Sundar, R., Lucor, D. & Sarkar, S., 1 Jan 2025, Proceedings of Fluid Mechanics and Fluid Power, FMFP 2023, Vol. 5 - Fluid Mechanics. Arun, K. R., Rajesh, G., Arakeri, J. H. & Kothadia, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 665-678 14 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access