Publications
KRISTOFFERSEN SK., DEMEYER S., VINCENT P., RODRIGUES D., LE PICHON A., SCHWARDT M., FISCHER N. et LARSONNIER F., "Infrasound uncertainty propagation: Ensuring traceability from the laboratory to the field", The Journal of the Acoustical Society of America, 2025, 157, 4, 3112‑3132, DOI: 10.1121/10.0036380.
MARMIN S., ARDUINO A., CENCINI M., LANCIONE M., BIAGI L., TOSETTI M. et ZILBERTI L., "Linking dielectric dispersion and age in brain tissues via water content-based Electric Properties Tomography", NeuroImage, 2025, 322, 121559, DOI: 10.1016/j.neuroimage.2025.121559.
MARMIN S., COQUELIN L. et FISCHER N., "LNE Uncertainty: A user-friendly software for a validated implementation of the Guide to the Expression of Uncertainty in Measurement", PAVESE, F. et al. Series on Advances in Mathematics for Applied Sciences, [s.l.]: WORLD SCIENTIFIC, 2025. p. 223‑230. ISBN 978-981-98-0066, consultable sur internet : <https://www.worldscientific.com/doi/10.1142/9789819800674_0020>
MONCHOT P., COQUELIN L. et FISCHER N., "Region versus query based instance segmentation models: application to the estimation of aggregated TiO2 particles size distribution measured by SEM", Machine Learning: Science and Technology, 2025, 6, 2, 020502, DOI: 10.1088/2632-2153/add239.
NASSER H., PERRIN G., CHAKIR R., DEMEYER S. et WAEYTENS J., "On the construction of non-intrusive multifidelity models for computer codes with time-series output: Comparison of three paradigms on a transient thermal problem", Journal of Computational Physics, 2025, 543, 114411, DOI: 10.1016/j.jcp.2025.114411.
PETIT S., BECT J. et VAZQUEZ E., "Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization", Journal of Machine Learning Research, 2025. p. 1‑70.
PETIT SJ., "An asymptotic study of the joint maximum likelihood estimation of the regularity and the amplitude parameters of a periodized Matérn model", Electronic Journal of Statistics, 2025, 19, 1, DOI: 10.1214/25-EJS2380.
Communications
DEMEYER S., "Co-animation de la session invitée pour Mathmet “Mathematics and statistics for trustworthy measurements and quality assured data: exchanging ideas between metrologists and statisticians”", ENBIS, Le Pirée (Grèce), septembre 2025.
DEMEYER S., "Estimating thermal resistance of walls using bayesian multifidelity modeling", ENBIS, Le Pirée (Grèce), septembre 2025.
DEMEYER S., "Bridging classical and Bayesian hypothesis testing for more reliable estimation of degrees of equivalence in key comparisons", 2025 Mathmet Conference, Göteborg (Suède), octobre 2025.
MARMIN S., "Uncertainty evaluation of image reconstruction for low-field MR", 2025 Mathmet Conference, Göteborg (Suède), octobre 2025.
PETIT S., "Aggregation of reference sensors and fixed and mobile low-cost sensors: application to producing maps of particle pollution for the Paris region", 2025 Mathmet Conference, Göteborg (Suède), octobre 2025.
PETIT S., "Interlaboratory comparisons for ensemble data, Mathmet", 2025 Mathmet Conference, Göteborg (Suède), octobre 2025.
DEMEYER S., "Sequential design for multifidelity Bayesian inversion with functional outputs: A case study in thermal characterization", RT-UQ workshop « Expériences et Simulations : comment les planifier et les exploiter au mieux ? », Avignon (France), novembre 2025.
FISCHER N., "IA, quel impact pour la métrologie ? Métrologie, quel apport pour l’IA?", Cycle de conférences 150 ans de la Convention du mètre - Les mesures et le numérique, LNE, Paris (France), novembre 2025.