Publications
A deep learning approach to design a borehole instrument for geosteering
Shahriari,M. et al.
GEOPHYSICS(2022),87(2):D83
Octavio Castillo-Reyes, David Modesto, Pilar Queralt, Alex Marcuello, Juanjo Ledo, Adrian Amor-Martin, Josep de la Puente, Luis Emilio García-Castillo,
3D magnetotelluric modeling using high-order tetrahedral Nédélec elements on massively parallel computing platforms,
Computers & Geosciences,
Volume 160,
2022,
105030,
ISSN 0098-3004,
https://doi.org/10.1016/j.cageo.2021.105030
Carlos Uriarte, David Pardo, Ángel Javier Omella, A Finite Element based Deep Learning solver for parametric PDEs, Computer Methods in Applied Mechanics and Engineering, Volume 391, 2022, 114562, ISSN 0045-7825, https://doi.org/10.1016/j.cma.2021.114562.
Fernandez-Navamuel A, Magalhães F, Zamora-Sánchez D, Omella ÁJ, Garcia-Sanchez D, Pardo D. Deep learning enhanced principal component analysis for structural health monitoring. Structural Health Monitoring. January 2022. doi:10.1177/14759217211041684
Strobbia, Claudio and Dean, Tim and Re, Simone and Ceragioli, Enrico and Sweeney, Denis and Nightingale, Megan, Fundamental Noise — the Key to Recovering Your Signal: an Integrated Workflow for Seismic Survey Design, First Break, 2022, 40, 1, 81-95 https://doi.org/10.3997/1365-2397.fb2022008
Castillo-Reyes, O.; de la Puente, J.; Cela, J.M. HPC Geophysical Electromagnetics: A Synthetic VTI Model with Complex Bathymetry. Energies 2022, 15, 1272. https://doi.org/10.3390/en15041272
Nonhyperbolic normal moveout stretch correction with deep learning automation
Abedi, Mohammad Mahdi et al.
GEOPHYSICS (2022), 87(2):u57
Jon A. Rivera, Jamie M. Taylor, Ángel J. Omella, David Pardo, On quadrature rules for solving Partial Differential Equations using Neural Networks, Computer Methods in Applied Mechanics and Engineering, Volume 393, 2022, 114710, ISSN 0045-7825, https://doi.org/10.1016/j.cma.2022.114710.
Judit Muñoz-Matute, David Pardo, Leszek Demkowicz,
A DPG-based time-marching scheme for linear hyperbolic problems,
Computer Methods in Applied Mechanics and Engineering,
Volume 373,
2021,
113539,
ISSN 0045-7825,
https://doi.org/10.1016/j.cma.2020.113539
Omella, Á.J., Alvarez-Aramberri, J., Strugaru, M. et al. A simulation method for the computation of the effective P-wave velocity in heterogeneous rocks. Comput Mech 67, 845–865 (2021). https://doi.org/10.1007/s00466-020-01966-3