Multiscale Inversion of Porous Rock Physics using High-Performance Simulators: Bridging the Gap between Mathematics and Geophysics

Deliverables

Report on the design of parallel reduced order models for wave propagation geophysical problems
Report and software about the performance of large-scale geophysical simulations of elastic properties

Report and software about the performance of largescale geophysical simulations of elastic properties

Report on a method to characterise elasto-acoustic and electromagnetic properties of porous rocks acquired on the field

Report on a method to characterise elastoacoustic and electromagnetic properties of porous rocks acquired on the field

Report on parameter identification of elasto-acoustics

Report on parameter identification of elastoacoustics

Report and software of a high-order implicit time scheme for the direct simulation of poroelastic wave propagation

Report and software of a highorder implicit time scheme for the direct simulation of poroelastic wave propagation

Report on suitable parametrisations for multi - parameter inversion

Report on suitable parametrisations for multi parameter inversion

Plan for exploitation and dissemination of results (PEDR)
Report on the design of ABCs for poroelastic problems
Report on the stabilisation of elasto-acoustic wave propagation problems using high-order and high-continuity methods
Report on finite element methods for degenerate elliptic problems and non-local equations appearing in geophysics

Report on finite element methods for degenerate elliptic problems and nonlocal equations appearing in geophysics

Report about the results obtained on the conservative properties of high-order Galerkin methods to geophysical problems
Report on the mathematical analysis of elastic wave propagation in porous rocks

Report and software on a parallel high-order Galerkin method to solve direct and inverse electromagnetic and elasto-acoustic geophysical problems
Report and software on deep learning techniques for the inversion of elasto -acoustic properties at different scales

Project website

Publications

A priori estimates of attraction basins for velocity model reconstruction by time-harmonic full-waveform inversion and data-space reflectivity formulation

Author(s): Florian Faucher, Guy Chavent, Hélène Barucq, Henri Calandra
Published in: GEOPHYSICS, Issue 85/3, 2020, Page(s) R223-R241, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2019-0251.1

A DPG-based time-marching scheme for linear hyperbolic problems

Author(s): Judit Muñoz-Matute, David Pardo, Leszek Demkowicz
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 373, 2021, Page(s) 113539, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2020.113539

Rational approximation of P-wave kinematics — Part 2: Orhorhombic media

Author(s): Mohammad Mahdi Abedi
Published in: Geophysics, Issue 85/5, 2020, Page(s) 1SO-Z24, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2020-0006.1

Alternating direction implicit time integrations for finite difference acoustic wave propagation: Parallelization and convergence

Author(s): B. Otero, O. Rojas, F. Moya, J.E. Castillo
Published in: Computers & Fluids, Issue 205, 2020, Page(s) 104584, ISSN 0045-7930
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compfluid.2020.104584

Reactive n -species Cahn–Hilliard system: A thermodynamically-consistent model for reversible chemical reactions

Author(s): S.P. Clavijo, A.F. Sarmiento, L.F.R. Espath, L. Dalcin, A.M.A. Cortes, V.M. Calo
Published in: Journal of Computational and Applied Mathematics, Issue 350, 2019, Page(s) 143-154, ISSN 0377-0427
Publisher: Elsevier BV
DOI: 10.1016/j.cam.2018.10.007

Error representation of the time-marching DPG scheme

Author(s): Judit Muñoz-Matute, Leszek Demkowicz, DavidPardo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 391, 2022, Page(s) 114480, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.114480

Efficient multi-level hp-finite elements in arbitrary dimensions

Author(s): Philipp Kopp; Ernst Rank; Victor M. Calo; Stefan Kollmannsberger
Published in: Computer methods in applied mechanics and engineering, Issue 401, 2022, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2022.115575

Error estimation for proper generalized decomposition solutions: A dual approach

Author(s): Jonatha Reis, J. P. Moitinho de Almeida, Pedro Díez, Sergio Zlotnik
Published in: International Journal for Numerical Methods in Engineering, Issue 121/23, 2020, Page(s) 5275-5294, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6452

Deep Neural Networks for Earthquake Detection and Source Region Estimation in North‐Central Venezuela

Author(s): Ruben Tous; Leonardo Alvarado; Beatriz Otero; Leonel Cruz; Otilio Rojas
Published in: Bulletin of the Seismological Society of America, Issue 110/5, 2020, Page(s) 2519-2529, ISSN 0037-1106
Publisher: Seismological Society of America
DOI: 10.1785/0120190172

Error control and loss functions for the deep learning inversion of borehole resistivity measurements

Author(s): Mostafa Shahriari, David Pardo, Jon A. Rivera, Carlos Torres‐Verdín, Artzai Picon, Javier Del Ser, Sebastian Ossandón, Victor M. Calo
Published in: International Journal for Numerical Methods in Engineering, 2020, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6593

A nonlinear weak constraint enforcement method for advection-dominated diffusion problems

Author(s): Roberto J. Cier, Sergio Rojas, Victor M. Calo
Published in: Mechanics Research Communications, 2020, Page(s) 103602, ISSN 0093-6413
Publisher: Pergamon Press
DOI: 10.1016/j.mechrescom.2020.103602

Building a certified reduced basis for coupled thermo-hydro-mechanical systems with goal-oriented error estimation

Author(s): Ygee Larion, Sergio Zlotnik, Thierry J. Massart, Pedro Díez
Published in: Computational Mechanics, Issue 66/3, 2020, Page(s) 559-573, ISSN 0178-7675
Publisher: Springer Verlag
DOI: 10.1007/s00466-020-01865-7

Massive database generation for 2.5D borehole electromagnetic measurements using refined isogeometric analysis

Author(s): Ali Hashemian, Daniel Garcia, Jon Ander Rivera, David Pardo
Published in: Computers & Geosciences, Issue 155, 2021, Page(s) 104808, ISSN 0098-3004
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cageo.2021.104808

Analysis of an optimal policy in dynamic bipartite matching models

Author(s): Arnaud Cadas; Josu Doncel; Ana Bušić
Published in: Performance Evaluation, Issue 154, 2022, ISSN 0166-5316
Publisher: Elsevier BV
DOI: 10.1016/j.peva.2022.102286

Incompressible flow modeling using an adaptive stabilized finite element method based on residual minimization

Author(s): Felix E. Kyburg; Sergio Rojas; Victor M. Calo
Published in: International Journal for Numerical Methods in Engineering, 2021, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6912

Analog and Numerical Experiments of Double Subduction Systems With Opposite Polarity in Adjacent Segments

Author(s): Mireia Peral, Jonas Ruh, Sergio Zlotnik, Francesca Funiciello, Manel Fernàndez, Jaume Vergés, Taras Gerya
Published in: Geochemistry, Geophysics, Geosystems, Issue 21/6, 2020, ISSN 1525-2027
Publisher: Geochemical Society
DOI: 10.1029/2020gc009035

Nonhyperbolic normal moveout stretch correction with deep learning automation

Author(s): Mohammad Mahdi Abedi; David Pardo
Published in: Geophysics, Issue 1, 2022, Page(s) 1MA-X6, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2021-0489.1

Design of borehole resistivity measurement acquisition systems using deep learning

Author(s): Shahriari, M.; Hazra, A.; Pardo, D.
Published in: Geophysics, Issue 87/2, 2022, Page(s) 1MA-X3, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2021-0240.1

Isogeometric Residual Minimization Method (iGRM) with direction splitting preconditioner for stationary advection-dominated diffusion problems

Author(s): V.M. Calo, M. Łoś, Q. Deng, I. Muga, M. Paszyński
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 373, 2021, Page(s) 113214, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2020.113214

Modeling extra-deep EM logs using a deep neural network

Author(s): Alyaev, Sergey; Shahriari, Mostafa; Pardo, David; Omella, Angel Javier; Larsen, David; Jahani, Nazanin; Suter, Erich
Published in: Geophysics, Issue 86/3, 2020, Page(s) 1MJ-WA152, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2020-0389.1

Size-Based Routing Policies: Non-Asymptotic Analysis and Design of Decentralized Systems.

Author(s): Eitan Bachmat; Josu Doncel
Published in: Sensors, Issue 21/8, 2020, Page(s) 2701, ISSN 1424-3210
Publisher: MDPI Multidisciplinary Digital Publishing Institute
DOI: 10.3390/s21082701

Error estimation for proper generalized decomposition solutions: Dual analysis and adaptivity for quantities of interest

Author(s): Jonatha Reis, J. P. Moitinho de Almeida, Pedro Díez, Sergio Zlotnik
Published in: International Journal for Numerical Methods in Engineering, 2020, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6559

On the Conservation Properties in Multiple Scale Coupling and Simulation for Darcy Flow with Hyperbolic-Transport in Complex Flows

Author(s): Eduardo Abreu, Ciro Díaz, Juan Galvis, John Pérez
Published in: Multiscale Modeling & Simulation, Issue 18/4, 2020, Page(s) 1375-1408, ISSN 1540-3459
Publisher: Society for Industrial and Applied Mathematics
DOI: 10.1137/20m1320250

Borehole resistivity simulations of oil-water transition zones with a 1.5D numerical solver

Author(s): M. Shahriari, D. Pardo
Published in: Computational Geosciences, Issue 24/3, 2020, Page(s) 1285-1299, ISSN 1420-0597
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10596-020-09946-5

A painless automatic hp-adaptive strategy for elliptic problems

Author(s): Vincent Darrigrand, David Pardo, Théophile Chaumont-Frelet, Ignacio Gómez-Revuelto, Luis Emilio Garcia-Castillo
Published in: Finite Elements in Analysis and Design, Issue 178, 2020, Page(s) 103424, ISSN 0168-874X
Publisher: Elsevier BV
DOI: 10.1016/j.finel.2020.103424

Goal-oriented adaptivity for a conforming residual minimization method in a dual discontinuous Galerkin norm

Author(s): Sergio Rojas, David Pardo, Pouri Behnoudfar, Victor M.Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 377, 2021, Page(s) 113686, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.113686

Phase-field gradient theory

Author(s): Luis Espath and Victor Calo
Published in: Zeitschrift für Angewandte Mathematik und Physik, Issue 72/45, 2021, ISSN 0044-2275
Publisher: Birkhauser Verlag
DOI: 10.1007/s00033-020-01441-2

Implementation of Hybridizable Discontinuous Galerkin method for time-harmonic anisotropic poroelasticity in two dimensions.

Author(s): Barucq, Hélène; Diaz, Julien; Meyer, Rose-Cloé; Pham, Ha
Published in: International Journal for Numerical Methods in Engineering, Issue 122/12, 2021, Page(s) 3015-3043, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6651

Explicit high-order generalized-\alpha methods for isogeometric analysis of structural dynamics

Author(s): Pouria Behnoudfar, Gabriele Loli, Alessandro Reali, Giancarlo Sangalli, Victor M.Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 389, 2022, Page(s) 114344, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.114344

A new acoustic assumption for orthorhombic media

Author(s): Mohammad Mahdi Abedi, Alexey Stovas
Published in: Geophysical Journal International, Issue 223/2, 2020, Page(s) 1118–1129, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggaa367

A Deep Double Ritz Method (D$^2$RM) for solving Partial Differential Equations using Neural Networks

Author(s): Uriarte, Carlos; Pardo, David; Muga, Ignacio; Muñoz-Matute, Judit
Published in: Computer Methods in Applied Mechanics and Engineering Volume, Issue 2, 2023, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2023.115892

Age of Information of Parallel Server Systems with Energy Harvesting.

Author(s): Josu Doncel
Published in: Entropy, Issue Vol 23, Iss 1549, p 1549, 2021, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23111549

A discrete representation of material heterogeneity for the finite-difference modelling of seismic wave propagation in a poroelastic medium

Author(s): Peter Moczo, David Gregor, Jozef Kristek, Josep de la Puente
Published in: Geophysical Journal International, Issue 216/2, 2018, Page(s) 1072-1099, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggy412

Sensitivity and Uncertainty Analysis by Discontinuous Galerkin of Lock-in Thermography for Crack Characterization

Author(s): Ángel Javier Omella, Ricardo Celorrio, David Pardo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 373, 2021, Page(s) 113523, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2020.113523

A variationally separable splitting for the generalized-$\alpha$ method for parabolic equations

Author(s): Behnoudfar, Pouria; Calo, Victor M.; Deng, Quanling; Minev, Peter D.
Published in: International Journal for Numerical Methods in Engineering, Issue 121/5, 2019, Page(s) 828-841, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6246

Discrete empirical interpolation for hyper-reduction of hydro-mechanical problems in groundwater flow through soil

Author(s): Christina Nasika, Pedro Díez, Pierre Gerard, Thierry J. Massart, Sergio Zlotnik
Published in: Numerical and Analytical Methods in Geomechanics, 2023, ISSN 1096-9853
Publisher: John Wiley and Sons Ltd
DOI: 10.1002/nag.3487

Performance of Refined Isogeometric Analysis in Solving Quadratic Eigenvalue Problems

Author(s): Hashemian, Ali; Garcia, Daniel; Pardo, David; Calo, Victor M.
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 399: 115327, 2022, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2022.115327

A Deep Neural Network as Surrogate Model for Forward Simulation of Borehole Resistivity Measurements

Author(s): M. Shahriari, D. Pardo, B. Moser, F. Sobieczky
Published in: Procedia Manufacturing, Issue 42, 2020, Page(s) 235-238, ISSN 2351-9789
Publisher: Elsevier
DOI: 10.1016/j.promfg.2020.02.075

A mean field game analysis of SIR dynamics with vaccination

Author(s): Josu Doncel, Nicolas Gast, Bruno Gaujal
Published in: Probability in the Engineering and Informational Sciences, First View, 2020, Page(s) 1-18, ISSN 0269-9648
Publisher: Cambridge University Press
DOI: 10.1017/s0269964820000522

Extended Larché–Cahn framework for reactive Cahn–Hilliard multicomponent systems

Author(s): Santiago P. Clavijo; Luis Espath; Victor M. Calo; Victor M. Calo
Published in: Continuum Mechanics and Thermodynamics, Issue 33, 2021, Page(s) pages2391–2410, ISSN 0935-1175
Publisher: Springer Verlag
DOI: 10.1007/s00161-021-01045-9

SoftIGA: Soft isogeometric analysis

Author(s): Quanling Deng; Pouria Behnoudfar; Victor M. Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 410, 2023, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2022.115705

Equivalence between the DPG method and the exponential integrators for linear parabolic problems

Author(s): Judit Muñoz-Matute, David Pardo, Leszek Demkowicz
Published in: Journal of Computational Physics, 2020, Page(s) 110016, ISSN 0021-9991
Publisher: Academic Press
DOI: 10.1016/j.jcp.2020.110016

A simulation method for the computation of the effective P-wave velocity in heterogeneous rocks

Author(s): Angel Javier Omella; Julen Álvarez-Aramberri; Julen Álvarez-Aramberri; Magdalena Strugaru; Vincent Darrigrand; David Pardo; David Pardo; David Pardo; Hector González; Carlos Santos
Published in: Computational Mechanics, Issue 67, 2021, Page(s) 845–865, ISSN 0178-7675
Publisher: Springer Verlag
DOI: 10.1007/s00466-020-01966-3

On quadrature rules for solving Partial Differential Equations using Neural Networks

Author(s): Jon A. Rivera; Jamie M. Taylor; Ángel J. Omella; David Pardo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 410, 2023, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2022.114710

A deep learning approach to the inversion of borehole resistivity measurements

Author(s): M. Shahriari, D. Pardo, A. Picon, A. Galdran, J. Del Ser, C. Torres-Verdín
Published in: Computational Geosciences, Issue 24/3, 2020, Page(s) 971-994, ISSN 1420-0597
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10596-019-09859-y

Optimality of a Network Monitoring Agent and Validation in a Real Probe

Author(s): Luis Zabala; Josu Doncel; Armando Ferro
Published in: Mathematics, Issue 11(3), 610, 2023, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math11030610

Numerical modelling of opposing subduction in the Western Mediterranean

Author(s): Mireia Peral Millán; Manel Fernàndez; Jaume Vergés; Sergio Zlotnik; Ivone Jiménez-Munt
Published in: Tectonophysics, Issue 830, 2022, ISSN 0040-1951
Publisher: Elsevier BV
DOI: 10.1016/j.tecto.2022.229309

HPC geophysical electromagnetics: a synthetic VTI model with complex bathymetry

Author(s): Castillo Reyes, Octavio; Puente Álvarez, Josep de la; Cela Espín, José M.
Published in: Energies, Issue 15/4, 2022, Page(s) 1272, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15041272

Age of information of a server with energy requirements.

Author(s): Doncel, Josu
Published in: PeerJ Computer Science, 2021, Page(s) 7:e354, ISSN 2376-5992
Publisher: PeerJ Inc.
DOI: 10.7717/peerj-cs.354

Automatically adaptive, stabilized finite element method via residual minimization for heterogeneous, anisotropic advection–diffusion–reaction problems

Author(s): Roberto J.Cier, Sergio Rojas, Victor M.Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 385, 2021, Page(s) 114027, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.114027

Space-time hp-finite elements for heat evolution in laser powder bed fusion additive manufacturing

Author(s): Philipp Kopp; Victor Calo; Ernst Rank; Stefan Kollmannsberger
Published in: Engineering with Computers, Issue 38, 2022, Page(s) 4879–4893, ISSN 0177-0667
Publisher: Springer Verlag
DOI: 10.1007/s00366-022-01719-1

The effects of small-scale convection in the shallow lithosphere of the North Atlantic

Author(s): Likerman, Jeremías; Zlotnik, Sergio; Li, Chun-Feng
Published in: Geophysical Journal International, Issue 227/3, 2021, Page(s) 1512-1522, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggab286

Land CSEM Simulations and Experimental Test Using Metallic Casing in a Geothermal Exploration Context: Vallès Basin (NE Spain) Case Study

Author(s): Octavio Castillo-Reyes; Pilar Queralt; Alex Marcuello; Juanjo Ledo
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 60, 2022, Page(s) 1-13, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2021.3069042

Split generalized-$\alpha$ method: A linear-cost solver for a modified generalized-method for multi-dimensional second-order hyperbolic systems

Author(s): Behnoudfar, Pouria; Deng, Quanling; Calo, Victor M.
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 376, 2021, Page(s) 113656, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2020.113656

High-Order Locally A-Stable Implicit Schemes for Linear ODEs

Author(s): Hélène Barucq, Marc Duruflé, Mamadou N’diaye
Published in: Journal of Scientific Computing, Issue 85/2, 2020, ISSN 0885-7474
Publisher: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10915-020-01313-x

A machine-learning minimal-residual (ML-MRes) framework for goal-oriented finite element discretizations

Author(s): Ignacio Brevis, Ignacio Muga, Kristoffer G. van der Zee
Published in: Computers & Mathematics with Applications, 2020, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2020.08.012

Approximations for traveltime, slope, curvature, and geometric spreading of elastic waves in layered transversely isotropic media

Author(s): Mohammad Mahdi Abedi, David Pardo, Alexey Stovas
Published in: Geophysics, Issue 86/6, 2021, Page(s) 1ND-Z3, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2021-0215.1

Asymptotic models for the electric potential across a highly conductive casing

Author(s): A. Erdozain, V. Péron, D. Pardo
Published in: Computers & Mathematics with Applications, Issue 76/8, 2018, Page(s) 1975-2000, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2018.07.043

A Numerical 1.5D Method for the Rapid Simulation of Geophysical Resistivity Measurements

Author(s): Mostafa Shahriari, Sergio Rojas, David Pardo, Angel Rodríguez-Rozas, Shaaban Bakr, Victor Calo, Ignacio Muga
Published in: Geosciences, Issue 8/6, 2018, Page(s) 225, ISSN 2076-3263
Publisher: MDPI AG
DOI: 10.3390/geosciences8060225

Localization of small obstacles from back-scattered data at limited incident angles with full-waveform inversion

Author(s): Hélène Barucq, Florian Faucher, Ha Pham
Published in: Journal of Computational Physics, Issue 370, 2018, Page(s) 1-24, ISSN 0021-9991
Publisher: Academic Press
DOI: 10.1016/j.jcp.2018.05.011

Spectral approximation of elliptic operators by the Hybrid High-Order method

Author(s): Victor Calo, Matteo Cicuttin, Quanling Deng, Alexandre Ern
Published in: Mathematics of Computation, 2018, Page(s) 1, ISSN 0025-5718
Publisher: American Mathematical Society
DOI: 10.1090/mcom/3405

The Discrete-Dual Minimal-Residual Method (DDMRes) for Weak Advection-Reaction Problems in Banach Spaces

Author(s): Ignacio Muga, Matthew J. W. Tyler, Kristoffer G. van der Zee
Published in: Computational Methods in Applied Mathematics, Issue 19/3, 2019, Page(s) 557-579, ISSN 1609-4840
Publisher: Walter de Gruyter and Co.
DOI: 10.1515/cmam-2018-0199

Optimal spectral approximation of 2 n -order differential operators by mixed isogeometric analysis

Author(s): Quanling Deng, Vladimir Puzyrev, Victor Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 343, 2019, Page(s) 297-313, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2018.08.042

Adjoint-based formulation for computing derivatives with respect to bed boundary positions in resistivity geophysics

Author(s): T. Chaumont-Frelet, M. Shahriari, D. Pardo
Published in: Computational Geosciences, Issue 23/3, 2019, Page(s) 583-594, ISSN 1420-0597
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10596-019-9808-2

Forward‐in‐time goal‐oriented adaptivity

Author(s): Judit Muñoz‐Matute, David Pardo, Victor M. Calo, Elisabete Alberdi
Published in: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6059

Higher order stable generalized finite element method for the elliptic eigenvalue problem with an interface in 1D

Author(s): Deng, Quanling; Calo, Victor
Published in: Journal of Computational and Applied Mathematics, Issue 368, 2020, Page(s) 112558, ISSN 0377-0427
Publisher: Elsevier BV
DOI: 10.1016/j.cam.2019.112558

A stochastic rupture earthquake code based on the fiber bundle model (TREMOL v0.1): application to Mexican subduction earthquakes

Author(s): Marisol Monterrubio-Velasco, Quetzalcóatl Rodríguez-Pérez, Ramón Zúñiga, Doreen Scholz, Armando Aguilar-Meléndez, Josep de la Puente
Published in: Geoscientific Model Development, Issue 12/5, 2019, Page(s) 1809-1831, ISSN 1991-9603
Publisher: Copernicus Gesellschaft mbH
DOI: 10.5194/gmd-12-1809-2019

High-order generalized-alpha method

Author(s): Pouria Behnoudfar, Quanling Deng, Victor M. Calo
Published in: Applications in Engineering Science, Issue 4, 2020, Page(s) 100021, ISSN 2666-4968
Publisher: Elsevier
DOI: 10.1016/j.apples.2020.100021

Parallel 3-D marine controlled-source electromagnetic modelling using high-order tetrahedral Nédélec elements

Author(s): Octavio Castillo-Reyes, Josep de la Puente, Luis Emilio García-Castillo, José María Cela
Published in: Geophysical Journal International, Issue 219/1, 2019, Page(s) 39-65, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggz285

Variational formulations for explicit Runge-Kutta Methods

Author(s): Judit Muñoz-Matute, David Pardo, Victor M. Calo, Elisabete Alberdi
Published in: Finite Elements in Analysis and Design, Issue 165, 2019, Page(s) 77-93, ISSN 0168-874X
Publisher: Elsevier BV
DOI: 10.1016/j.finel.2019.06.007

Artificial Neural Networks as Emerging Tools for Earthquake Detection

Author(s): Otilio Rojas, Beatriz Otero, Leonardo Alvarado, Sergi Mus, Rubén Tous Tous
Published in: Computación y Sistemas, Issue 23/2, 2019, ISSN 1405-5546
Publisher: Centro de Investigacion en Computacion (CIC) del Instituto Politecnico Nacional (IPN)
DOI: 10.13053/CyS-23-2-3197

Modeling active fault systems and seismic events by using a fiber bundle model – example case: the Northridge aftershock sequence

Author(s): Marisol Monterrubio-Velasco, F. Ramón Zúñiga, José Carlos Carrasco-Jiménez, Víctor Márquez-Ramírez, Josep de la Puente
Published in: Solid Earth, Issue 10/5, 2019, Page(s) 1519-1540, ISSN 1869-9529
Publisher: European Geosciences Union
DOI: 10.5194/se-10-1519-2019

Higher-order generalized-$\alpha$ methods for hyperbolic problems

Author(s): Behnoudfar, Pouria; Deng, Quanling; Calo, Victor M.
Published in: Computer Methods in Applied Mathematics and Engineering, Issue 378, 2021, Page(s) 113725, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.113725

An adaptive stabilized conforming finite element method via residual minimization on dual discontinuous Galerkin norms

Author(s): Victor M. Calo, Alexandre Ern, Ignacio Muga, Sergio Rojas
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 363, 2020, Page(s) 112891, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2020.112891

Asymptotically Optimal Size-Interval Task Assignments

Author(s): Jonatha Anselmi, Josu Doncel
Published in: IEEE Transactions on Parallel and Distributed Systems, Issue 30/11, 2019, Page(s) 2422-2433, ISSN 1045-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPDS.2019.2920121

High order methods for acoustic scattering: Coupling farfield expansions ABC with deferred-correction methods

Author(s): Vianey Villamizar, Dane Grundvig, Otilio Rojas, Sebastian Acosta
Published in: Wave Motion, Issue 95, 2020, Page(s) 102529, ISSN 0165-2125
Publisher: Elsevier BV
DOI: 10.1016/j.wavemoti.2020.102529

Comparison of expansion-based explicit time integration schemes for acoustic wave propagation

Author(s): Carlos Spa, Otilio Rojas, Josep de la Puente
Published in: GEOPHYSICS, 2020, Page(s) 1-73, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2019-0462.1

Source time reversal (STR) method for linear elasticity

Author(s): Ignacio Brevis, Ángel Rodríguez-Rozas, Jaime H. Ortega, David Pardo
Published in: Computers & Mathematics with Applications, Issue 77/5, 2019, Page(s) 1358-1375, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2018.11.015

Parallel Refined Isogeometric Analysis in 3D

Author(s): Leszek Siwik, Maciej Wozniak, Victor Trujillo, David Pardo, Victor Manuel Calo, Maciej Paszynski
Published in: IEEE Transactions on Parallel and Distributed Systems, Issue 30/5, 2019, Page(s) 1134-1142, ISSN 1045-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPDS.2018.2879664

Explicit-in-time goal-oriented adaptivity

Author(s): Judit Muñoz-Matute, Victor M. Calo, David Pardo, Elisabete Alberdi, Kristoffer G. van der Zee
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 347, 2019, Page(s) 176-200, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2018.12.028

Fast isogeometric solvers for hyperbolic wave propagation problems

Author(s): M. Łoś, P. Behnoudfar, M. Paszyński, V.M. Calo
Published in: Computers & Mathematics with Applications, Issue 80/1, 2020, Page(s) 109-120, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2020.03.002

Age of Information in a Decentralized Network of Parallel Queues with Routing and Packets Losses

Author(s): Doncel, Josu; Assaad, Mohamad
Published in: Journal of Communications and Networks, Issue 24, 2022, Page(s) 17-20, ISSN 1229-2370
Publisher: Korean Institute of Communication Sciences
DOI: 10.23919/jcn.2020.000036

A continuum theory for mineral solid solutions undergoing chemo-mechanical processes

Author(s): Santiago P. Clavijo, Luis Espath, Adel Sarmiento & Victor M. Calo
Published in: Continuum Mechanics and Thermodynamics, Issue 34, 2022, Page(s) 17-38, ISSN 0935-1175
Publisher: Springer Verlag
DOI: 10.1007/s00161-021-01041-z

Refined isogeometric analysis for generalized Hermitian eigenproblems

Author(s): Ali Hashemian,David Pardo, Victor M. Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 381, 2021, Page(s) 113823, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.113823

Isogeometric Residual Minimization Method (iGRM) with direction splitting for non-stationary advection–diffusion problems

Author(s): M. Łoś, J. Muñoz-Matute, I. Muga, M. Paszyński
Published in: Computers & Mathematics with Applications, Issue 79/2, 2020, Page(s) 213-229, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2019.06.023

Using Reduced Basis Approximation for Efficient Surrogate-Based Inverse Identification of Thermo-Hydro-Mechanical Parameters from an In Situ Heating Test

Author(s): Larion, Ygee; Chen, Guangjing; Zlotnik, Sergio; Díez, Pedro; Seetharam, Suresh; Massart, Thierry J.
Published in: Rock Mechanics and Rock Engineering, Issue 55, 2022, Page(s) 5739-5757, ISSN 1434-453X
Publisher: Springer Nature
DOI: 10.1007/s00603-022-02925-5

Towards an open-source landscape for 3-D CSEM modelling

Author(s): Dieter Werthmüller, Raphael Rochlitz, Octavio Castillo-Reyes, Lindsey Heagy
Published in: Geophysical Journal International, Issue 227/1, 2021, Page(s) 644–659, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggab238

Exploiting the Kronecker product structure of <i>φ</i> −functions in exponential integrators

Author(s): Judit Muñoz‐Matute; David Pardo; Victor M. Calo
Published in: Numerical Methods in Engineering, Issue 123, issue 9, 2022, Page(s) 2142-2161, ISSN 1097-0207
Publisher: John Wiley & Sons Ltd
DOI: 10.1002/nme.6929

Adaptive stabilized finite elements: Continuation analysis of compaction banding in geomaterials

Author(s): Cier, Roberto J.; Poulet, Thomas; Rojas, Sergio; Calo, Victor M.; Veveakis, Manolis
Published in: International Journal for Numerical Methods in Engineering, 2021, ISSN 1097-0207
Publisher: John Wiley & Sons Ltd
DOI: 10.13140/rg.2.2.30138.00966

On condition numbers of symmetric and nonsymmetric domain decomposition methods

Author(s): Juan Galvis
Published in: Linear Algebra and its Applications, Issue 610, 2021, Page(s) 293-320, ISSN 0024-3795
Publisher: Elsevier BV
DOI: 10.1016/j.laa.2020.10.002

A Fair and Scalable Mechanism for Resource Allocation: The Multilevel QPQ Approach

Author(s): Josu Doncel; Luis De La Pisa; Agustín Santos; Antonio Fernández Anta
Published in: IEEE Access, Issue 9, 2021, Page(s) 19439-19456, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3047905

A Reduced Order Approach for Probabilistic Inversions of 3D Magnetotelluric Data II: Joint inversion of MT and Surface-Wave Data

Author(s): M. C. Manassero; Juan Carlos Afonso; Fabio I. Zyserman; A.G. Jones; A.G. Jones; Sergio Zlotnik; Ilya Fomin
Published in: JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, Issue vol. 126, núm. 12, 2021, Page(s) 1-33, ISSN 2169-9313
Publisher: Wiley
DOI: 10.1029/2021jb021962

Deep learning enhanced principal component analysis for structural health monitoring

Author(s): Fernandez-Navamuel A, Magalhães F, Zamora-Sánchez D, Omella ÁJ, Garcia-Sanchez D, Pardo D.
Published in: Structural Health Monitoring, 2022, ISSN 1475-9217
Publisher: SAGE Publications
DOI: 10.1177/14759217211041684

Semi-analytical solutions for the problem of the electric potential set in a borehole with a highly conductive casing

Author(s): Aralar Erdozain; Ignacio Muga; Victor Péron; Gabriel Pinochet
Published in: International Journal on Geomathematics, Issue 2, 2022, ISSN 1869-2672
Publisher: Springer Verlag
DOI: 10.1007/s13137-022-00197-3

Eigenvector models for solving the seismic inverse problem for the Helmholtz equation

Author(s): Florian Faucher, Otmar Scherzer, Hélène Barucq
Published in: Geophysical Journal International, Issue 221/1, 2020, Page(s) 394-414, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggaa009

Asymptotic behavior of acoustic waves scattered by very small obstacles

Author(s): Hélène Barucq, Julien Diaz, Vanessa Mattesi, Sebastien Tordeux
Published in: ESAIM: Mathematical Modelling and Numerical Analysis, 2020, ISSN 0764-583X
Publisher: EDP Sciences
DOI: 10.1051/m2an/2020047

Error estimation and adaptivity for PGD based on complementary solutions applied to a simple 1D problem

Author(s): Jonatha Reis, José Paulo Moitinho de Almeida, Pedro Díez, Sergio Zlotnik
Published in: Advanced Modeling and Simulation in Engineering Sciences, Issue 7/1, 2020, ISSN 2213-7467
Publisher: Springer Nature
DOI: 10.1186/s40323-020-00180-3

Bearing assessment tool for longitudinal bridge performance

Author(s): David Garcia-Sanchez, Ana Fernandez-Navamuel, Diego Zamora Sánchez, Daniel Alvear, David Pardo
Published in: Journal of Civil Structural Health Monitoring, Issue 10/5, 2020, Page(s) 1023-1036, ISSN 2190-5452
Publisher: Springer Science + Business Media
DOI: 10.1007/s13349-020-00432-1

Discretization of Linear Problems in Banach Spaces: Residual Minimization, Nonlinear Petrov--Galerkin, and Monotone Mixed Methods

Author(s): Ignacio Muga, Kristoffer G. van der Zee
Published in: SIAM Journal on Numerical Analysis, Issue 58/6, 2020, Page(s) 3406-3426, ISSN 0036-1429
Publisher: Society for Industrial and Applied Mathematics
DOI: 10.1137/20m1324338

Performance balancing size-interval routing policies

Author(s): Josu Doncel
Published in: INFOR: Information Systems and Operational Research, Issue 58/4, 2020, Page(s) 635-651, ISSN 0315-5986
Publisher: University of Toronto Press
DOI: 10.1080/03155986.2020.1743039

Proper generalized decomposition solutions for composite laminates parametrized with fibre orientations

Author(s): K. El-Ghamrawy; S. Zlotnik; F. Auricchio; P. Díez
Published in: Computational Mechanics, 2022, ISSN 0178-7675
Publisher: Springer Verlag
DOI: 10.1007/s00466-022-02218-2

A boundary penalization technique to remove outliers from isogeometric analysis on tensor-product meshes

Author(s): Quanling Deng, Victor M.Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 383, 2021, Page(s) 113907, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.113907

A Finite Element based Deep Learning solver for parametric PDEs

Author(s): Uriarte, C.; Pardo, D.; Omella, A. J.
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 391, 2022, Page(s) 114562, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2021.114562

Isogeometric Residual Minimization (iGRM) for Non-Stationary Stokes and Navier-Stokes Problems

Author(s): M. Lós, I. Muga, J. Muñoz-Matute, M. Paszynski
Published in: Computers & Mathematics with Applications, Issue 95, 2021, Page(s) 200-214, ISSN 0898-1221
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.camwa.2020.11.013

Fast Stokes Flow Simulations for Geophysical-Geodynamic Inverse Problems and Sensitivity Analyses Based On Reduced Order Modeling

Author(s): O. Ortega‐Gelabert; Sergio Zlotnik; Juan Carlos Afonso; Juan Carlos Afonso; Pedro Díez
Published in: JGR Solid Earth, Issue 125/3, 2020, Page(s) e2019JB018314, ISSN 2169-9313
Publisher: Wiley-Blackwell
DOI: 10.1029/2019jb018314

Rational approximation of P-wave kinematics — Part 1: Transversely isotropic media

Author(s): Mohammad Mahdi Abedi
Published in: Geophysics, Issue 85/5, 2020, Page(s) 1SO-Z24, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2020-0005.1

Machine Learning as a Seismic Prior Velocity Model Building Method for Full-Waveform Inversion: A Case Study from Colombia

Author(s): Ursula Iturrarán-Viveros, Andrés M. Muñoz-García, Octavio Castillo-Reyes & Khemraj Shukla
Published in: Pure and Applied Geophysics, Issue 178, 2021, Page(s) 423–448, ISSN 0033-4553
Publisher: Birkhauser Verlag
DOI: 10.1007/s00024-021-02655-9

Full Reciprocity-Gap Waveform Inversion, enabling sparse-source acquisition

Author(s): Florian Faucher, Giovanni Alessandrini, Hélène Barucq, Maarten de Hoop, Romina Gaburro, Eva Sincich
Published in: GEOPHYSICS, 2020, Page(s) 1-82, ISSN 0016-8033
Publisher: Society of Exploration Geophysicists
DOI: 10.1190/geo2019-0527.1

Refined isogeometric analysis for fluid mechanics and electromagnetics

Author(s): Daniel Garcia, David Pardo, Victor M. Calo
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 356, 2019, Page(s) 598-628, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2019.06.011

Optimal Control of Dynamic Bipartite Matching Models

Author(s): Arnaud Cadas, Ana Bušić, Josu Doncel
Published in: Proceedings of the 12th EAI International Conference on Performance Evaluation Methodologies and Tools, 2019, Page(s) 39-46, ISBN 9781450365963
Publisher: ACM
DOI: 10.1145/3306309.3306317

Epicentral region estimation using convolutional neural networks

Author(s): Cruz de la Cruz, Stalin Leonel; Tous Liesa, Rubén; Otero Calviño, Beatriz; Alvarado Bermúdez, Leonardo; Mus León, Sergi; Rojas Ulacio, Otilio Jose
Published in: Lecture Notes in Computer Science book series, Issue volume 13163, 2022, ISBN 978-3-030-95467-3
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-95467-3_39

Urgent Supercomputing of Earthquakes - Use Case for Civil Protection

Author(s): Josep de la Puente, Juan Esteban Rodriguez, Marisol Monterrubio-Velasco, Otilio Rojas, Arnau Folch
Published in: Proceedings of the Platform for Advanced Scientific Computing Conference, 2020, Page(s) 1-8, ISBN 9781450379939
Publisher: ACM
DOI: 10.1145/3394277.3401853

Random forest parameterization for earthquake catalog generation

Author(s): David Llácer, Beatriz Otero, Rubén Tous, Marisol Monterrubio-Velasco, José Carlos Carrasco-Jiménez, Otilio Rojas
Published in: Machine Learning, Optimization, and Data Science. LOD 2020. Lecture Notes in Computer Science, Issue 12565, 2021, ISBN 978-3-030-64582-3
Publisher: Springer Nature
DOI: 10.1007/978-3-030-64583-0_22

Vibration-Based SHM Strategy for a Real Time Alert System with Damage Location and Quantification

Author(s): Ana Fernández-Navamuel, Diego Zamora-Sánchez, Tomás Varona-Poncela, Carlos Jiménez-Fernández, Jesús Díez-Hernández, David García-Sánchez, David Pardo
Published in: EWSHM 2020. Lecture Notes in Civil Engineering, Issue 127, 2021, ISBN 978-3-030-64593-9
Publisher: Springer Nature
DOI: 10.1007/978-3-030-64594-6_25

Uncertainty Quantification on the Inversion of Geosteering Measurements using Deep Learning

Author(s): J.A. Rivera; J.A. Rivera; D. Pardo; J. Omella; C. Torres-Verdín
Published in: 3rd EAGE/SPE Geosteering Workshop, Issue Volume 2021, p.1 - 5, 2021
Publisher: European Association of Geoscientists & Engineers
DOI: 10.3997/2214-4609.2021624005

Non-Asymptotic Performance Analysis of Size-Based Routing Policies

Author(s): Eitan Bachmat; Josu Doncel
Published in: MASCOTS, Issue 6, 2020, Page(s) 1-4, ISSN 1526-7539
Publisher: IEEE
DOI: 10.1109/mascots50786.2020.9285943

An algorithm based on continuation techniques for minimization problems with highly non-linear equality constraints

Author(s): Alberdi, Elisabete; Antoñana, Mikel; Makazaga, Joseba; Murua, Ander
Published in: Proceedings of the Fifth Conference of Mathematical Society of Moldova, 2019
Publisher: Not available

Low-order absorbing boundary condition for two-dimensional isotropic poroelasticity

Author(s): Barucq, Hélène; Diaz, Julien; Meyer, Rose-Cloé; Pham, Ha
Published in: https://hal.inria.fr/hal-02911686, Issue Research Report No. 9358, 2020
Publisher: INRIA Research Report

Generalized Poincaré-Sobolev inequalities

Author(s): Martínez-Perales, J.
Published in: 2020
Publisher: University of the Basque Country

Fast One-dimensional Finite Element Approximation of Geophysical Measurements

Author(s): Shahriari M.
Published in: 2018
Publisher: Basque Centre for Applied Mathematics

Outlier Removal for Isogeometric Spectral Approximation with the Optimally-Blended Quadratures.

Author(s): Quanling Deng; Victor M. Calo
Published in: Computational Science – ICCS 2021, Issue 12743, 2021, Page(s) 315-328, ISBN 9783030779634
Publisher: Springer Nature
DOI: 10.1007/978-3-030-77964-1_25

Residual Minimization for Isogeometric Analysis in Reduced and Mixed Forms

Author(s): Victor M. Calo, Quanling Deng, Sergio Rojas, Albert Romkes
Published in: Computational Science – ICCS 2019 - 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part II, Issue 11537, 2019, Page(s) 463-476, ISBN 978-3-030-22740-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-22741-8_33

UTOPIC: Under-Approximation Through Optimal Control

Author(s): Josu Doncel, Nicolas Gast, Mirco Tribastone, Max Tschaikowski, Andrea Vandin
Published in: Quantitative Evaluation of Systems - 16th International Conference, QEST 2019, Glasgow, UK, September 10–12, 2019, Proceedings, Issue 11785, 2019, Page(s) 277-291, ISBN 978-3-030-30280-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30281-8_16

4. A space-time DPG method for the wave equation in multiple dimensions

Author(s): Jay Gopalakrishnan, Paulina Sepúlveda
Published in: Space-Time Methods - Applications to Partial Differential Equations, 2019, Page(s) 117-140, ISBN 9783-110548488
Publisher: De Gruyter
DOI: 10.1515/9783110548488-004

Automatic Variationally Stable Analysis for FE Computations: An Introduction

Author(s): Victor M. Calo, Albert Romkes, Eirik Valseth
Published in: Boundary and Interior Layers, Computational and Asymptotic Methods BAIL 2018, Issue 135, 2020, Page(s) 19-43, ISBN 978-3-030-41799-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-41800-7_2

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