Publications

Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M. (2026). Goodness-of-fit tests for parametric circular regression with spatial dependence: an application to wave direction modeling. Stochastic Environmental Research and Risk Assessment.

Liang, Y., Hou, C., Cornejo Maceda, G., Ianiro, A., Discetti, S., Meilán-Vila, A., Sornette, D., Lera, S., Chen, J., He, X., Noack, B. (2026). Sensor optimization for urban wind estimation with cluster-based probabilistic framework. Physics of Fluids.

Gottard, A., Meilán-Vila, A., Panzera, A. (2026). Quasi-likelihood estimation for semiparametric circular regression models. Biometrics.

Chacón, J.E., Meilán-Vila, A. (2026). A note on the geodesic normal distribution on the sphere. Statistics & Probability Letters.

García-Portugués, E., Meilán-Vila, A. (2025). Kernel density estimation with polyspherical data and its applications. Journal of the American Statistical Association.

Boucher, M., Meilán-Vila, A., Meurice, V., Verdebout, T. (2025). On a modified Watson test for spherical location. Statistical Papers.

Hou, C., Marra, L., Maceda, G., Jiang, P., Chen, J., Liu, Y., Hu, G., Ianiro, A., Discetti, S., Meilán-Vila, A., Noack, B.R. (2024). Machine-learned flow estimation with sparse data--exemplified for the rooftop of a UAV vertiport. Physics of Fluids.

Meilán-Vila, A., Crujeiras, R.M., Francisco-Fernández, M. (2024). Nonparametric estimation for a functional-circular regression model. Statistical Papers.

Marra, L., Maceda, G., Meilán-Vila, A., Guerrero, V., Rashwan, S., Noack, B.R., Discetti, S., Ianiro, A. (2024). Actuation manifold from snapshot data. Journal of Fluid Mechanics.

Marra, L., Meilán-Vila, A., Discetti, S. (2024). Self-tuning model predictive control for wake flows. Journal of Fluid Mechanics.

García-Portugués, E., Meilán-Vila, A. (2023). Hippocampus shape analysis via skeletal models and kernel smoothing. Statistical Methods at the Forefront of Biomedical Advances.

Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M. (2022). Goodness-of-fit tests for multiple regression with circular response. Journal of Statistical Computation and Simulation.

Meilán-Vila, A., Fernández-Casal, R., Crujeiras, R.M., Francisco-Fernández, M. (2021). A computational validation for nonparametric assessment of spatial trends. Computational Statistics.

Meilán-Vila, A., Crujeiras, R.M., Francisco-Fernández, M. (2021). Nonparametric estimation of circular trend surfaces with application to wave directions. Stochastic Environmental Research and Risk Assessment.

Meilán-Vila, A., Francisco-Fernández, M., Crujeiras, R.M., Panzera, A. (2021). Nonparametric multiple regression estimation for circular response. Test.

Meilán-Vila, A., Opsomer, J.D., Francisco-Fernández, M., Crujeiras, R.M. (2020). A goodness-of-fit test for regression models with spatially correlated errors. Test.