Laurent Duval

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Publications

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LUNDIsim : model meshes for flow simulation and scientific data compression benchmarks

Laurent Duval , Frédéric Payan , Christophe Preux , Lauriane Bouard

Geoscience Data Journal, 2025, 12 (4), pp.e70030. ⟨10.1002/gdj3.70030⟩

Article dans une revue (data paper) hal-05239495v2

PENDANTSS: PEnalized Norm-ratios Disentangling Additive Noise, Trend and Sparse Spikes

Paul Zheng , Emilie Chouzenoux , Laurent Duval

IEEE Signal Processing Letters, 2023, 30, pp.215-219. ⟨10.1109/LSP.2023.3251891/mm1⟩

Article dans une revue hal-03924136v1
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Sparse signal reconstruction for nonlinear models via piecewise rational optimization

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval

Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩

Article dans une revue hal-02972442v2
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SPOQ lp-Over-lq Regularization for Sparse Signal Recovery applied to Mass Spectrometry

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2020, 68, pp.6070--6084. ⟨10.1109/TSP.2020.3025731⟩

Article dans une revue hal-02454518v1
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Glucose-lactose mixture feeds in industry-like conditions: a gene regulatory network analysis on the hyperproducing Trichoderma reesei strain Rut-C30

Aurélie Pirayre , Laurent Duval , Corinne Blugeon , Cyril Firmo , Sandrine Perrin et al.

BMC Genomics, 2020, 21, pp.885. ⟨10.1186/s12864-020-07281-8⟩

Article dans une revue hal-02805426v1
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HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models

Jean-Luc Peyrot , Laurent Duval , Frédéric Payan , Lauriane Bouard , Lenaic Chizat et al.

Computational Geosciences, 2019, 23 (4), pp.723-743. ⟨10.1007/s10596-019-9816-2⟩

Article dans une revue hal-01857997v3
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BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement

Aurélie Pirayre , Camille Couprie , Laurent Duval , Jean-Christophe Pesquet

IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15 (3), pp.850-860. ⟨10.1101/114769⟩

Article dans une revue hal-01330638v1
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CHOPtrey: contextual online polynomial extrapolation for enhanced multi-core co-simulation of complex systems

Abir Ben Khaled-El Feki , Laurent Duval , Cyril Faure , Daniel Simon , Mongi Ben Gaïd

SIMULATION: Transactions of The Society for Modeling and Simulation International, 2017, 93 (3), pp.185-200. ⟨10.1177/0037549716684026⟩

Article dans une revue lirmm-01326188v2
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BARCHAN: Blob Alignment for Robust CHromatographic ANalysis

Camille Couprie , Laurent Duval , Maxime Moreaud , Sophie Hénon , Mélinda Tebib et al.

Journal of Chromatography A, 2017, 1484 (10), pp.65-72. ⟨10.1016/j.chroma.2017.01.003⟩

Article dans une revue hal-01392910v1
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BRANE Cut: Biologically-Related A priori Network Enhancement with Graph cuts for Gene Regulatory Network Inference

Aurélie Pirayre , Camille Couprie , Frédérique Bidard , Laurent Duval , Jean-Christophe Pesquet

BMC Bioinformatics, 2015, ⟨10.1186/s12859-015-0754-2⟩

Article dans une revue hal-01330611v1
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Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ 1 /ℓ 2 Regularization

Audrey Repetti , Mai Quyen Pham , Laurent Duval , Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE Signal Processing Letters, 2015, 22 (5), pp.539-543. ⟨10.1109/LSP.2014.2362861⟩

Article dans une revue hal-01328398v1
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A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2014, 62 (16), pp.4256-4269. ⟨10.1109/TSP.2014.2331614⟩

Article dans une revue hal-00914628v1
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Chromatogram baseline estimation and denoising using sparsity (BEADS)

Xiaoran Ning , Ivan Selesnick , Laurent Duval

Chemometrics and Intelligent Laboratory Systems, 2014, 139, pp.156-167. ⟨10.1016/j.chemolab.2014.09.014⟩

Article dans une revue hal-01330608v1
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A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity

Laurent Jacques , Laurent Duval , Caroline Chaux , Gabriel Peyré

Signal Processing, 2011, 91 (12), pp.2699-2730. ⟨10.1016/j.sigpro.2011.04.025⟩

Article dans une revue hal-01330604v1

Pre-ignition in Highly Charged Spark Ignition Engines - Visualisation and Analysis

Jean-Marc Zaccardi , Matthieu Lecompte, , Laurent Duval , Alexandre Pagot

MTZ Worldwide, 2009, ⟨10.1007/BF03226993⟩

Article dans une revue hal-01330601v1
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Optimization of Synthesis Oversampled Complex Filter Banks

Jérôme Gauthier , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2009, 57 (10), pp.3827 - 3843. ⟨10.1109/TSP.2009.2023947⟩

Article dans une revue hal-00405293v1
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Comprehensive Two-Dimensional Gas Chromatography for Detailed Characterisation of Petroleum Products

Colombe Vendeuvre , R. Ruiz-Guerrero , Fabrice Bertoncini , Laurent Duval , Didier Thiébaut

Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2007, 62 (1), pp.43-55. ⟨10.2516/ogst:2007004⟩

Article dans une revue hal-00617264v1
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Noise Covariance Properties in Dual-Tree Wavelet Decompositions

Caroline Chaux , Jean-Christophe Pesquet , Laurent Duval

IEEE Transactions on Information Theory, 2007, 53 (12), pp.4680 - 4700. ⟨10.1109/TIT.2007.909104⟩

Article dans une revue hal-00617268v1
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Characterisation of middle-distillates by comprehensive two-dimensional gas chromatography (GC×GC): A powerful alternative for performing various standard analysis of middle-distillates

Colombe Vendeuvre , Rosario Ruiz-Guerrero , Fabrice Bertoncini , Laurent Duval , Didier Thiébaut et al.

Journal of Chromatography A, 2005, 2nd International Symposium on Comprehensive Multidimensional Gas Chromatography, 2nd International Symposium on Comprehensive Multidimensional Gas Chromatography, 1086 (1-2), pp.21-28. ⟨10.1016/j.chroma.2005.05.106⟩

Article dans une revue hal-01330596v1
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Comparison of conventional gas chromatography (1D-GC) and comprehensive two- dimensional gas chromatography (GCxGC) for the detailed analysis of petrochemical samples

Colombe Vendeuvre , Fabrice Bertoncini , Laurent Duval , Jean-Luc Duplan , Didier Thiébaut et al.

Journal of Chromatography A, 2004, 1056, pp.155-162. ⟨10.1016/j.chroma.2004.05.071⟩

Article dans une revue hal-01330592v1
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Lapped transforms and hidden Markov models for seismic data filtering

Laurent Duval , Caroline Chaux

International Journal of Wavelets, Multiresolution, and Information Processing, 2004, 2 (4), pp.455-476. ⟨10.1142/S0219691304000676⟩

Article dans une revue hal-01330595v1
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Analyse comparative d'algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieux

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

GRETSI’25, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2025, Strasbourg, France

Communication dans un congrès hal-05293397v1
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Unrolled deep networks for sparse signal restoration in analytical chemistry

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

MLSP 2024 - 34th IEEE International Workshop on Machine Learning for Signal Processing, IEEE, Sep 2024, Londres, United Kingdom. ⟨10.1109/MLSP58920.2024.10734838⟩

Communication dans un congrès hal-04707472v1
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Démélange, déconvolution et débruitage conjoints d’un modèle convolutif parcimonieux avec dérive instrumentale, par pénalisation de rapports de normes ou quasi-normes lissées (PENDANTSS)

Paul Zheng , Emilie Chouzenoux , Laurent Duval

GRETSI 2023, Aug 2023, Grenoble, France

Communication dans un congrès hal-04153328v1
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BRANet: Graph-based Integration of Multi-omics Data with Biological a priori for Regulatory Network Inference

Surabhi Jagtap , Aurélie Pirayre , Frederique Bidard , Laurent Duval , Fragkiskos D. Malliaros

17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), Nov 2021, Online, Italy

Communication dans un congrès hal-03425420v1
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Interpretable Dual Sparse Partial Least Squares (DS-PLS) regression; Application to NMR/NIR petroleum data sets

Louna Alsouki , Francois Wahl , Laurent Duval , Clément Marteau , Rami El-Haddad

e-CHIMIOMETRIE 2021, Feb 2021, En ligne, France

Communication dans un congrès hal-03167897v1
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A generalized method for Sparse Partial Least Squares (Dual-SPLS): theory and applications

Louna Alsouki , Francois Wahl , Laurent Duval , Clément Marteau , Rami El-Haddad

jds2021 : JDS 2021 : 52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France

Communication dans un congrès hal-03167984v1
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Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings

Surabhi Jagtap , Abdulkadir Çelikkanat , Aurélie Pirayre , Frederique Bidard , Laurent Duval et al.

EUSIPCO - 29th European Signal Processing Conference, Aug 2021, Dublin / Online, Ireland

Communication dans un congrès hal-03336884v1
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GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration

Mouna Gharbi , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland

Communication dans un congrès hal-03275427v2
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Weight identification through global optimization in a new hysteretic neural network model

Elie Leroy , Arthur Marmin , Marc Castella , Laurent Duval

ICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩

Communication dans un congrès hal-03227078v1
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A Novel Smoothed Norm Ratio for Sparse Signal Restoration Application to Mass Spectrometry.

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France

Communication dans un congrès hal-02179379v1
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Forme lissée de rapports de normes lp/lq (SPOQ) pour la reconstruction des signaux avec pénalisation parcimonieuse.

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

GRETSI 2019 - 27ème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France

Communication dans un congrès hal-02179373v1
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Lossless progressive compression of meshes for upscaling and upgridding in reservoir simulation with HexaShrink

Lauriane Bouard , Laurent Duval , Christophe Preux , Frédéric Payan , Marc Antonini

EAGE [European Association of Geoscientists & Engineers], Jun 2019, London, United Kingdom

Communication dans un congrès hal-02190567v1
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Refinable-precision in mesh compression for upscaling and upgridding in reservoir simulation with HexaShrink

Lauriane Bouard , Laurent Duval , Christophe Preux , Frédéric Payan , Marc Antonini

RING Meeting, Research for Integrative Numerical Geology, École Nationale Supérieure de Géologie de Nancy, GeoRessources, Sep 2019, Nancy, France

Communication dans un congrès hal-03138861v1
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HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation

Aurélie Pirayre , Yuling Y. Zheng , Laurent Duval , Jean-Christophe Pesquet

2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩

Communication dans un congrès hal-01862840v1
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Décomposition multi-échelles de maillages 3D hexaédriques dans le domaine des géosciences. Étude des performances en compression sans pertes.

Lauriane Bouard , Laurent Duval , Frédéric Payan , Marc Antonini

Colloque COmpression et REpresentation des Signaux Audiovisuels (CORESA 2018), Nov 2018, Poitiers, France

Communication dans un congrès hal-01900954v1
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Signal reconstruction from sub-sampled and nonlinearly distorted observations

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩

Communication dans un congrès hal-01957568v1

Efficient extrapolation for parallel co-simulation of coupled systems (CHOPtrey)

Abir Ben Khaled-El Feki , Laurent Duval , Mongi Ben Gaid

IUTAM Symposium “Solver Coupling and Co-Simulation”, Sep 2017, Darmstadt, Germany

Communication dans un congrès hal-01620826v1
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Décomposition progressive de maillages hexaédriques avec discontinuités : application aux modèles géologiques

Frédéric Payan , Jean-Luc Peyrot , Sébastien Schneider , Laurent Duval , Marc Antonini

Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2017, Juan les Pins, France

Communication dans un congrès hal-01566937v1

Hexashrink: Multiresolution Compression of Large Structured Hexahedral Meshes with Discontinuities in Geosciences

Jean-Luc Peyrot , Laurent Duval , Sébastien Schneider , Frédéric Payan , Marc Antonini

IEEE International Conference in Image Processing (ICIP), Sep 2016, Phoenix, United States. pp.1101- 1105, ⟨10.1109/ICIP.2016.7532528⟩

Communication dans un congrès hal-01315079v1
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Suppression de ligne de base et débruitage de chromatogrammes par pénalisation asymétrique de positivité et dérivées parcimonieuses

Laurent Duval , Aurélie Pirayre , Xiaoran Ning , Ivan Selesnick

GRETSI : Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France

Communication dans un congrès hal-02077964v1
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Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

ICIP - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. pp.2339-2343, ⟨10.1109/ICIP.2015.7351220⟩

Communication dans un congrès hal-01278494v1
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Context-based polynomial extrapolation and slackened synchronization for fast multi-core simulation using FMI

Abir Ben Khaled , Laurent Duval , Mohamed El Mongi Ben Gaïd , Daniel Simon

MODELICA 2014 - 10th International Modelica Conference, Mar 2014, Lund, Sweden. pp.225-234, ⟨10.3384/ecp14096225⟩

Communication dans un congrès hal-00968895v1
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Filtrage de multiples sismiques par ondelettes et optimisation convexe

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

Colloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx

Communication dans un congrès hal-00914637v1

Seismic multiple removal with a Primal-Dual proximal algorithm

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

ICASSP, May 2013, Vancouver, Canada. 5 pp

Communication dans un congrès hal-00825809v1

A convex variational approach for multiple removal in seismic data

Diego Gragnaniello , Caroline Chaux , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO, Aug 2012, Bucarest, Romania. 5 pp

Communication dans un congrès hal-00825814v1

Coherent noise removal in seismic data with dual-tree M-band wavelets

Laurent Duval , Caroline Chaux , Stéphane Ker

SPIE 2007 Wavelets XII, Aug 2007, San Diego, United States. pp. 67011W

Communication dans un congrès hal-00733485v1

Seismic data analysis and filtering with dual-tree M-band wavelets

Laurent Duval , Caroline Chaux , Jean-Christophe Pesquet , Karine Broto

SIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France

Communication dans un congrès hal-01278528v1
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2D dual-tree M-band wavelet decomposition

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540

Communication dans un congrès hal-00621891v1
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Hilbert pairs of M-band orthonormal wavelet bases

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

Proc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190

Communication dans un congrès hal-00621901v1

Seismic data filtering with lapped transforms and hidden Markov models

Laurent Duval , Caroline Chaux

Wavelet and Statistics, Sep 2003, Villars de Lans, France

Communication dans un congrès hal-01278470v1