Ludovic Duponchel
Professeur des universités
CNU : SECTION 31 - CHIMIE THEORIQUE, PHYSIQUE, ANALYTIQUE
Laboratoire / équipe
Publications
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"citationRef_s":"<i>Energy & Fuels</i>, 2025, 39 (9), pp.4361-4373. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.energyfuels.4c04926\">⟨10.1021/acs.energyfuels.4c04926⟩</a>",
"citationFull_s":"Adrian Venegas-Reynoso, Benoit Creton, Lucia Giarracca-Mehl, Marion Lacoue-Negre, Cyril Ruckebusch, et al.. Oxidation Stability of Hydrocarbons: A Machine-Learning-Based Study. <i>Energy & Fuels</i>, 2025, 39 (9), pp.4361-4373. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.energyfuels.4c04926\">⟨10.1021/acs.energyfuels.4c04926⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05008776v1\">⟨hal-05008776⟩</a>",
"title_s":["Oxidation Stability of Hydrocarbons: A Machine-Learning-Based Study"],
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"citationRef_s":"<i>Analytical Chemistry</i>, 2025, 97 (13), pp.6956-6961. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.4c05046\">⟨10.1021/acs.analchem.4c05046⟩</a>",
"citationFull_s":"Ludovic Duponchel, Rodrigo Rocha de Oliveira, Vincent Motto-Ros. Large Language Models (such as ChatGPT) as Tools for Machine Learning-Based Data Insights in Analytical Chemistry. <i>Analytical Chemistry</i>, 2025, 97 (13), pp.6956-6961. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.4c05046\">⟨10.1021/acs.analchem.4c05046⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04950799v1\">⟨hal-04950799⟩</a>",
"title_s":["Large Language Models (such as ChatGPT) as Tools for Machine Learning-Based Data Insights in Analytical Chemistry"],
"authFullName_s":["Ludovic Duponchel","Rodrigo Rocha de Oliveira","Vincent Motto-Ros"],
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"citationRef_s":"<i>Energy & Fuels</i>, 2025, Energy Fuels, -, <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.energyfuels.4c04653\">⟨10.1021/acs.energyfuels.4c04653⟩</a>",
"citationFull_s":"Adrian Venegas Reynoso, L. Giarracca-Mehl, M. Lacoue-Negre, B. Creton, Cyril Ruckebusch, et al.. Identification of Key Molecular Features in Liquid Phase Autoxidation of Hydrocarbons. <i>Energy & Fuels</i>, 2025, Energy Fuels, -, <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.energyfuels.4c04653\">⟨10.1021/acs.energyfuels.4c04653⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04918195v1\">⟨hal-04918195⟩</a>",
"title_s":["Identification of Key Molecular Features in Liquid Phase Autoxidation of Hydrocarbons"],
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"citationRef_s":"<i>Talanta</i>, 2025, Talanta, 286, pp.127482. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.talanta.2024.127482\">⟨10.1016/j.talanta.2024.127482⟩</a>",
"citationFull_s":"M. Offroy, Ludovic Duponchel, A. Razafitianamaharavo, C. Pagnout, J. F. L. Duval. Toxicity assessment of titanium dioxide nanoparticles on microorganisms through topological data analysis of high dimensional single-cell nanomechanical data. <i>Talanta</i>, 2025, Talanta, 286, pp.127482. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.talanta.2024.127482\">⟨10.1016/j.talanta.2024.127482⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04893221v1\">⟨hal-04893221⟩</a>",
"title_s":["Toxicity assessment of titanium dioxide nanoparticles on microorganisms through topological data analysis of high dimensional single-cell nanomechanical data"],
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"citationFull_s":"Ruggero Guerrini, Cesar Alvarez-Llamas, Lucie Sancey, Vincent Motto-Ros, Ludovic Duponchel. Optimization of denoising approaches in the context of ultra-fast LIBS imaging. <i>Spectrochimica Acta Part B: Atomic Spectroscopy</i>, 2025, 227, pp.107167. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.sab.2025.107167\">⟨10.1016/j.sab.2025.107167⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04987255v1\">⟨hal-04987255⟩</a>",
"title_s":["Optimization of denoising approaches in the context of ultra-fast LIBS imaging"],
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"citationRef_s":"<i>Talanta</i>, 2024, Talanta, 284, pp.127192. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.talanta.2024.127192\">⟨10.1016/j.talanta.2024.127192⟩</a>",
"citationFull_s":"P. Dehbozorgi, Ludovic Duponchel, V. Motto-Ros, T. W. Bocklitz. Enhancing prediction stability and performance in LIBS analysis using custom CNN architectures.. <i>Talanta</i>, 2024, Talanta, 284, pp.127192. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.talanta.2024.127192\">⟨10.1016/j.talanta.2024.127192⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04844703v1\">⟨hal-04844703⟩</a>",
"title_s":["Enhancing prediction stability and performance in LIBS analysis using custom CNN architectures."],
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"citationFull_s":"J. Corona, S. Papier, S. Decrée, Victor Hugo Cavalcanti Ferreira, Ludovic Duponchel, et al.. Investigating critical metals Ge and Ga in complex sulphide mineral assemblages using LIBS mapping. <i>Spectrochimica Acta Part B: Atomic Spectroscopy</i>, 2024, Spectroc. Acta Pt. B-Atom. Spectr., 219, pp.107004. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.sab.2024.107004\">⟨10.1016/j.sab.2024.107004⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04817991v1\">⟨hal-04817991⟩</a>",
"title_s":["Investigating critical metals Ge and Ga in complex sulphide mineral assemblages using LIBS mapping"],
"authFullName_s":["J. Corona","S. Papier","S. Decrée","Victor Hugo Cavalcanti Ferreira","Ludovic Duponchel","J. M. Baele"],
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"citationFull_s":"Hélène Rougé-Labriet, Jérôme Delattre, Guillaume Falgayrac, Magalie Lacaze, Josefine Tratwal, et al.. Spontaneous Raman and Stimulated Raman spectroscopy for the analysis of adipocytes. <i>8th International meeting on Bone Marrow Adiposity</i>, BMAS, Sep 2024, Montreal (Canada), Canada. <a target=\"_blank\" href=\"https://hal.science/hal-04938951v1\">⟨hal-04938951⟩</a>",
"title_s":["Spontaneous Raman and Stimulated Raman spectroscopy for the analysis of adipocytes","Spectroscopie Raman spontanée et stimulée pour l'analyse des adipocytes"],
"authFullName_s":["Hélène Rougé-Labriet","Jérôme Delattre","Guillaume Falgayrac","Magalie Lacaze","Josefine Tratwal","Charles Bataclan","Nicolas Bertheaume","Ludovic Duponchel","Olaia Naveiras","Cecile Olejnik","Cécile Pouzet"],
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"citationFull_s":"M. Offroy, Mario Marchetti, T.H. Kauffmann, P. Bourson, Ludovic Duponchel, et al.. Using clustering as pre-processing in the framework of signal unmixing for exhaustive exploration of archaeological artefacts in Raman imaging.. <i>Talanta</i>, 2024, 274, pp.125955. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.talanta.2024.125955\">⟨10.1016/j.talanta.2024.125955⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04582713v1\">⟨hal-04582713⟩</a>",
"title_s":["Using clustering as pre-processing in the framework of signal unmixing for exhaustive exploration of archaeological artefacts in Raman imaging."],
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"citationFull_s":"Victor H.C. Ferreira, Vincent Gardette, Benoit Busser, Lucie Sancey, Steven Ronsmans, et al.. Enhancing Diagnostic Capabilities for Occupational Lung Diseases Using LIBS Imaging on Biopsy Tissue. <i>Analytical Chemistry</i>, 2024, <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.4c00237\">⟨10.1021/acs.analchem.4c00237⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04552785v1\">⟨hal-04552785⟩</a>",
"title_s":["Enhancing Diagnostic Capabilities for Occupational Lung Diseases Using LIBS Imaging on Biopsy Tissue"],
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"citationRef_s":"<i>Journal of Analytical Atomic Spectrometry</i>, 2024, 39 (4), pp.1077-1086. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/D3JA00438D\">⟨10.1039/D3JA00438D⟩</a>",
"citationFull_s":"Cesar Alvarez-Llamas, Adrian Tercier, Christophe Ballouard, Cécile Fabre, Sylvain Hermelin, et al.. Ultrafast µLIBS Imaging for the multiscale mineralogical characterization of pegmatite rocks. <i>Journal of Analytical Atomic Spectrometry</i>, 2024, 39 (4), pp.1077-1086. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/D3JA00438D\">⟨10.1039/D3JA00438D⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04446476v1\">⟨hal-04446476⟩</a>",
"title_s":["Ultrafast µLIBS Imaging for the multiscale mineralogical characterization of pegmatite rocks"],
"authFullName_s":["Cesar Alvarez-Llamas","Adrian Tercier","Christophe Ballouard","Cécile Fabre","Sylvain Hermelin","Jérémie Margueritat","Ludovic Duponchel","Christophe Dujardin","Vincent Motto-Ros"],
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"citationRef_s":"<i>Analytical Chemistry</i>, 2024, 96 (10), pp.3994-3998. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.3c05724\">⟨10.1021/acs.analchem.3c05724⟩</a>",
"citationFull_s":"Ludovic Duponchel, Ruggero Guerrini, Victor H.C. Ferreira, César Alvarez Llamas, Christophe Dujardin, et al.. When Social Media Empowers Analytical Chemists to Explore Millions of Spectra Derived from a Complex Sample. <i>Analytical Chemistry</i>, 2024, 96 (10), pp.3994-3998. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.3c05724\">⟨10.1021/acs.analchem.3c05724⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04468633v1\">⟨hal-04468633⟩</a>",
"title_s":["When Social Media Empowers Analytical Chemists to Explore Millions of Spectra Derived from a Complex Sample"],
"authFullName_s":["Ludovic Duponchel","Ruggero Guerrini","Victor H.C. Ferreira","César Alvarez Llamas","Christophe Dujardin","Vincent Motto-Ros"],
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"citationRef_s":"<i>Chimiométrie 2024</i>, Feb 2024, Nantes (France), France",
"citationFull_s":"M. Offroy, L. Duponchel, A. Razafitianamaharavo, C. Pagnout, Jérôme F.L. Duval. Detection of nanoparticle toxicity to microorganisms by topological data analysis (TDA) of high dimensional single-cell nanomechanical data. <i>Chimiométrie 2024</i>, Feb 2024, Nantes (France), France. <a target=\"_blank\" href=\"https://hal.science/hal-04780704v1\">⟨hal-04780704⟩</a>",
"title_s":["Detection of nanoparticle toxicity to microorganisms by topological data analysis (TDA) of high dimensional single-cell nanomechanical data"],
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"citationRef_s":"<i>14th ICCBMT 2023</i>, Oct 2023, Oosterbeek, Netherlands",
"citationFull_s":"Guillaume Falgayrac, Raffaele Vitale, Yann Delannoy, Cecile Olejnik, Ludovic Duponchel, et al.. Bone diagenesis at early stage followed-up during 12 months by Raman spectroscopy. <i>14th ICCBMT 2023</i>, Oct 2023, Oosterbeek, Netherlands. <a target=\"_blank\" href=\"https://hal.science/hal-04469205v1\">⟨hal-04469205⟩</a>",
"title_s":["Bone diagenesis at early stage followed-up during 12 months by Raman spectroscopy"],
"authFullName_s":["Guillaume Falgayrac","Raffaele Vitale","Yann Delannoy","Cecile Olejnik","Ludovic Duponchel","Thomas Colard"],
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"citationRef_s":"<i>Applied Nanoscience</i>, 2023, n.a, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s13204-023-02972-6\">⟨10.1007/s13204-023-02972-6⟩</a>",
"citationFull_s":"M. Rahmani, P. Taugeron, A. Rousseau, N. Delorme, L. Douillard, et al.. Highlight on commercial SERS substrates and on optimized nanorough large-area SERS-based sensors: a Raman study. <i>Applied Nanoscience</i>, 2023, n.a, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s13204-023-02972-6\">⟨10.1007/s13204-023-02972-6⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04301407v1\">⟨hal-04301407⟩</a>",
"title_s":["Highlight on commercial SERS substrates and on optimized nanorough large-area SERS-based sensors: a Raman study"],
"authFullName_s":["M. Rahmani","P. Taugeron","A. Rousseau","N. Delorme","L. Douillard","L. Duponchel","J.-F. Bardeau"],
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"citationRef_s":"<i>Analyst</i>, 2023, Analyst, 148, pp.4982-4986. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/d3an01096a\">⟨10.1039/d3an01096a⟩</a>",
"citationFull_s":"Lea Ledoux, Yanis Zirem, Florence Renaud, Ludovic Duponchel, Michel Salzet, et al.. Comparing MS imaging of lipids by WALDI and MALDI: two technologies for evaluating a common ground truth in MS imaging.. <i>Analyst</i>, 2023, Analyst, 148, pp.4982-4986. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/d3an01096a\">⟨10.1039/d3an01096a⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04401014v2\">⟨hal-04401014v2⟩</a>",
"title_s":["Comparing MS imaging of lipids by WALDI and MALDI: two technologies for evaluating a common ground truth in MS imaging."],
"authFullName_s":["Lea Ledoux","Yanis Zirem","Florence Renaud","Ludovic Duponchel","Michel Salzet","Nina Ogrinc","Isabelle Fournier"],
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"citationFull_s":"Vincent Gardette, Vincent Motto-Ros, César Alvarez Llamas, Lucie Sancey, Ludovic Duponchel, et al.. Laser-induced breakdown spectroscopy imaging for material and biomedical applications: recent advances and future perspectives. <i>Analytical Chemistry</i>, 2023, 95 (1), pp.49-69. <a target=\"_blank\" href=\"https://dx.doi.org/10.1021/acs.analchem.2c04910\">⟨10.1021/acs.analchem.2c04910⟩</a>. <a target=\"_blank\" href=\"https://inserm.hal.science/inserm-03933204v1\">⟨inserm-03933204⟩</a>",
"title_s":["Laser-induced breakdown spectroscopy imaging for material and biomedical applications: recent advances and future perspectives"],
"authFullName_s":["Vincent Gardette","Vincent Motto-Ros","César Alvarez Llamas","Lucie Sancey","Ludovic Duponchel","Benoit Busser"],
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"citationRef_s":"<i>Analytica Chimica Acta</i>, 2023, Analytica Chimica Acta, 1242, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.aca.2023.340805\">⟨10.1016/j.aca.2023.340805⟩</a>",
"citationFull_s":"Alessandro Nardecchia, Raffaele Vitale, Eric Ziemons, Ludovic Duponchel. Improvement of pixel classification by the simultaneous use of spectral and spatial information in the framework of spectroscopic imaging. <i>Analytica Chimica Acta</i>, 2023, Analytica Chimica Acta, 1242, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.aca.2023.340805\">⟨10.1016/j.aca.2023.340805⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04477995v1\">⟨hal-04477995⟩</a>",
"title_s":["Improvement of pixel classification by the simultaneous use of spectral and spatial information in the framework of spectroscopic imaging"],
"authFullName_s":["Alessandro Nardecchia","Raffaele Vitale","Eric Ziemons","Ludovic Duponchel"],
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"citationRef_s":"<i>Spectrochimica Acta Part B: Atomic Spectroscopy</i>, 2023, 207, pp.106758. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.sab.2023.106758\">⟨10.1016/j.sab.2023.106758⟩</a>",
"citationFull_s":"Ludovic Duponchel, Alexandre Cugerone, Manuel Muñoz, Vincent Motto-Ros. Diagnosis and correction methods for spectral interference in the framework of LIBS imaging. <i>Spectrochimica Acta Part B: Atomic Spectroscopy</i>, 2023, 207, pp.106758. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.sab.2023.106758\">⟨10.1016/j.sab.2023.106758⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04381652v1\">⟨hal-04381652⟩</a>",
"title_s":["Diagnosis and correction methods for spectral interference in the framework of LIBS imaging"],
"authFullName_s":["Ludovic Duponchel","Alexandre Cugerone","Manuel Muñoz","Vincent Motto-Ros"],
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"citationRef_s":"<i>Chemosensors</i>, 2023, Chemosensors, 11 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.3390/chemosensors11010053\">⟨10.3390/chemosensors11010053⟩</a>",
"citationFull_s":"Xiang-Dong Qing, Xiao-Hua Zhang, Rong An, Jin Zhang, Ling Xu, et al.. A Fast and Robust Third-Order Multivariate Calibration Approach Coupled with Excitation–Emission Matrix Phosphorescence for the Quantification and Oxidation Kinetic Study of Fluorene in Wastewater Samples. <i>Chemosensors</i>, 2023, Chemosensors, 11 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.3390/chemosensors11010053\">⟨10.3390/chemosensors11010053⟩</a>. <a target=\"_blank\" href=\"https://hal.univ-lille.fr/hal-04479286v1\">⟨hal-04479286⟩</a>",
"title_s":["A Fast and Robust Third-Order Multivariate Calibration Approach Coupled with Excitation–Emission Matrix Phosphorescence for the Quantification and Oxidation Kinetic Study of Fluorene in Wastewater Samples"],
"authFullName_s":["Xiang-Dong Qing","Xiao-Hua Zhang","Rong An","Jin Zhang","Ling Xu","Ludovic Duponchel"],
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"citationRef_s":"<i>Journal of Analytical Atomic Spectrometry</i>, 2023, 3, pp.730-741. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/d2ja00389a\">⟨10.1039/d2ja00389a⟩</a>",
"citationFull_s":"Nicolas Herreyre, A. Cormier, S. Hermelin, Christine Oberlin, Anne Schmitt, et al.. Artificial neural network for high-throughput spectral data processing in LIBS imaging: application to archaeological mortar. <i>Journal of Analytical Atomic Spectrometry</i>, 2023, 3, pp.730-741. <a target=\"_blank\" href=\"https://dx.doi.org/10.1039/d2ja00389a\">⟨10.1039/d2ja00389a⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03986283v1\">⟨hal-03986283⟩</a>",
"title_s":["Artificial neural network for high-throughput spectral data processing in LIBS imaging: application to archaeological mortar"],
"authFullName_s":["Nicolas Herreyre","A. Cormier","S. Hermelin","Christine Oberlin","Anne Schmitt","Valérie Thirion-Merle","Aldo Borlenghi","D. Prigent","Catherine Coquidé","A. Valois","C. Dujardin","P. Dugourd","L. Duponchel","C. Comby-Zerbino","V. Motto-Ros"],
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