Asymptotic Analysis of Vertical Geothermal Boreholes in the Limit of Slowly Varying Heat Injection Rates. - Miguel Hermanns; José Miguel Pérez (SIAM J. Appl. Math., 2014)

Soft Computing Techniques to Analyze the Turbulent Wake of a Wall-Mounted Square Cylinder. - Christian Amor; José Miguel Pérez; Philipp Schlatter; Ricardo Vinuesa; Soledad Le Clainche Martínez (SOCO, 2019)

Generating Three-Dimensional Fields from Two-Dimensional Soft Computing Strategies. - José Miguel Pérez; Soledad Le Clainche Martínez; José Manuel Vega (SOCO, 2019)

HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic Perturbations. - José Miguel Pérez; Soledad Le Clainche; José Manuel Vega (SOCO, 2020)

Reconstruction of three-dimensional flow fields from two-dimensional data. - José Miguel Pérez; Soledad Le Clainche Martínez; José Manuel Vega (J. Comput. Phys., 2020)

Forecasting through deep learning and modal decomposition in multi-phase concentric jets. - León Mata; Rodrigo Abadía-Heredia; Manuel López Martín; José Miguel Pérez; Soledad Le Clainche (CoRR, 2022)

A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures. - Rodrigo Abadía-Heredia; Manuel López Martín; Belén Carro; Juan Ignacio Arribas; José Miguel Pérez; Soledad Le Clainche (Expert Syst. Appl., 2022)

Modeling the Turbulent Wake Behind a Wall-Mounted Square Cylinder. - Christian Amor; José Miguel Pérez; Philipp Schlatter; Ricardo Vinuesa; Soledad Le Clainche (Log. J. IGPL, 2022)

Forecasting through deep learning and modal decomposition in two-phase concentric jets. - León Mata; Rodrigo Abadía-Heredia; Manuel López Martín; José Miguel Pérez; Soledad Le Clainche (Expert Syst. Appl., 2023)

Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models. - Arindam Sengupta; Rodrigo Abadía-Heredia; Ashton Hetherington; José Miguel Pérez; Soledad Le Clainche (CoRR, 2025)

Ensemble Kalman Filter for Data Assimilation coupled with low-resolution computations techniques applied in Fluid Dynamics. - Paul Jeanney; Ashton Hetherington; Shady E. Ahmed; David Lanceta; Susana Saiz; José Miguel Pérez; Soledad Le Clainche (CoRR, 2025)