Clément Jailin

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Computational mechanics empowered by artificial intelligence

Francisco Chinesta , Emmanuel Baranger , Clément Jailin , Anaïs Barasinski , Paola Cinnella et al.

Mechanics & Industry, 2026, 27 (26), pp.41. ⟨10.1051/meca/2026022⟩

Article dans une revue (article de synthèse) hal-05663396v1

From sparse 3D scans to dense 4D fracture measurements: Integrated projection-enhanced DVC

Malo Valmalle , Clément Jailin , François Hild

International Journal of Mechanical Sciences, 2026, 325, pp.111838. ⟨10.1016/j.ijmecsci.2026.111838⟩

Article dans une revue hal-05665789v1

ReaderAdaptNet: modeling reader variability in breast imaging with reader-specific embeddings

Elodie Ripaud , Clément Jailin , Pablo Milioni de Carvalho , Laurence Vancamberg , Isabelle Bloch

Physics in Medicine and Biology, 2026, 71 (9), pp.095032. ⟨10.1088/1361-6560/ae6227⟩

Article dans une revue hal-05641371v1

Mechanics-guided data-enhanced kinematic models for time-resolved DVC

Pierre Latil , Malo Valmalle , Benjamin Smaniotto , Clément Jailin , François Hild

Comptes Rendus. Mécanique, 2026, 354 (G1), pp.495-525. ⟨10.5802/crmeca.370⟩

Article dans une revue hal-05640797v1

Noise-bias compensation for the unsupervised learning of constitutive laws

Clément Jailin , Stéphane Roux , Antoine Benady , Emmanuel Baranger

Comptes Rendus. Mécanique, 2026, 354, pp.1-24. ⟨10.5802/crmeca.342⟩

Article dans une revue hal-05390111v1

Material-embedding Physics-Augmented Neural Networks: A first application to constitutive law parameterization

Clément Jailin , E. Baranger

Computer Methods in Applied Mechanics and Engineering, 2025, 445, pp.118188. ⟨10.1016/j.cma.2025.118188⟩

Article dans une revue hal-05148853v1

Learning a hyperelastic constitutive model from 3D experimental data

Mathys Bourdyot , Marius Compans , Raphaël Langlois , Benjamin Smaniotto , Emmanuel Baranger et al.

Computer Methods in Applied Mechanics and Engineering, 2025, 450, pp.118592. ⟨10.1016/j.cma.2025.118592⟩

Article dans une revue hal-05390159v2

Clinical proof of concept of dynamic reconstruction of digital breast tomosynthesis

Matteo Barbieri , Clément Jailin , Laurence Vancamberg , Stéphane Roux

Physics in Medicine and Biology, 2025, 70 (21), pp.5022. ⟨10.1088/1361-6560/ae134f⟩

Article dans une revue hal-05327992v2

Image-based geometry calibration for a double-tomograph

Rafael Vargas , Viktor Kosin , Joël Lachambre , Jérôme Adrien , Clément Jailin et al.

Measurement Science and Technology, 2025, 37 (1), pp.015404. ⟨10.1088/1361-6501/ae26a4⟩

Article dans une revue hal-05390090v1

Parameter identification of a phase-field fracture model using integrated digital image correlation

Viktor Kosin , Amélie Fau , Clément Jailin , François Hild , Thomas Wick

Computer Methods in Applied Mechanics and Engineering, 2024, 420, pp.116689. ⟨10.1016/j.cma.2023.116689⟩

Article dans une revue hal-04343331v1

Experimental Learning of a Hyperelastic Behavior with a Physics-Augmented Neural Network

Clément Jailin , Antoine Benady , Remi Legroux , Emmanuel Baranger

Experimental Mechanics, 2024, ⟨10.1007/s11340-024-01106-5⟩

Article dans une revue hal-04696392v1

Deep-learning model for background parenchymal enhancement classification in contrast-enhanced mammography

E Ripaud , C Jailin , G I Quintana , P Milioni de Carvalho , R Sanchez de la Rosa et al.

Physics in Medicine and Biology, 2024, 69 (11), pp.115013. ⟨10.1088/1361-6560/ad42ff⟩

Article dans une revue hal-04645023v1

Dynamic reconstruction for digital tomosynthesis: A phantom proof of concept for breast care

Matteo Barbieri , Clément Jailin , Laurence Vancamberg , Stéphane Roux

Biomedical Physics & Engineering Express, 2024, 10 (5), pp.055026. ⟨10.1088/2057-1976/ad6773⟩

Article dans une revue hal-04783574v1

Damage Detection in a Polymer Matrix Composite from 4D Displacement Field Measurements

Ana Mandić , Viktor Kosin , Clément Jailin , Zvonimir Tomičević , Benjamin Smaniotto et al.

Materials, 2023, 16 (18), pp.6300. ⟨10.3390/ma16186300⟩

Article dans une revue hal-04216079v1

4D full-field measurements over the entire loading history: Evaluation of different temporal interpolations

Ana Vrgoč , Viktor Kosin , Benjamin Smaniotto , Clément Jailin , Zvonimir Tomičević et al.

Coupled systems mechanics, 2023, 12 (6), pp.503-517. ⟨10.12989/csm.2023.12.6.503⟩

Article dans une revue hal-04367049v1

Deformable registration with intensity correction for CESM monitoring response to Neoadjuvant Chemotherapy

Clément Jailin , Pablo Milioni De Carvalho , Sara Mohamed , Laurence Vancamberg , Amr Farouk Ibrahim Moustafa et al.

Biomedical Physics & Engineering Express, 2023, ⟨10.1088/2057-1976/acba9f⟩

Article dans une revue hal-03981786v1

AI-Based Cancer Detection Model for Contrast-Enhanced Mammography

Clément Jailin , Sara Mohamed , Razvan Iordache , Pablo Milioni De Carvalho , Salwa Yehia Ahmed et al.

Bioengineering, 2023, 10 (8), pp.974. ⟨10.3390/bioengineering10080974⟩

Article dans une revue hal-04798477v1

A projection-based approach to extend digital volume correlation for 4D spacetime measurements

Viktor Kosin , Amélie Fau , Clément Jailin , Benjamin Smaniotto , Thomas Wick et al.

Comptes Rendus. Mécanique, 2023, 351, pp.265-280. ⟨10.5802/crmeca.192⟩

Article dans une revue hal-04079703v1

Projection-based dynamic tomography

Clément Jailin , Stéphane Roux , David Sarrut , Simon Rit

Physics in Medicine and Biology, 2021, 66, pp.215018. ⟨10.1088/1361-6560/ac309e⟩

Article dans une revue hal-03391945v1

Measurement of 1-10 Hz 3D vibration modes with a CT-scanner

Clément Jailin , Thomas Jailin , Stéphane Roux

Advanced Modeling and Simulation in Engineering Sciences, 2020, 7 (1), ⟨10.1186/s40323-020-00155-4⟩

Article dans une revue hal-03312163v1

Coupling between topology optimization and digital image correlation for the design of specimen dedicated to selected material parameters identification

Ludovic Chamoin , Clément Jailin , Matthieu Diaz , Lucas Quesada

International Journal of Solids and Structures, 2020, 193-194, pp.270-286. ⟨10.1016/j.ijsolstr.2020.02.032⟩

Article dans une revue hal-02484421v1

Modal decomposition from partial measurements

Clément Jailin , Stéphane Roux

Comptes Rendus. Mécanique, 2019, 347 (11), pp.863-872. ⟨10.1016/j.crme.2019.11.011⟩

Article dans une revue hal-02337445v1

Sub-minute in situ Fracture Test in a Lab CT-scanner

Clément Jailin , Amine Bouterf , Rafael Vargas , François Hild , Stéphane Roux

Integrating Materials and Manufacturing Innovation, 2019, 8 (3), pp.413-422. ⟨10.1007/s40192-019-00151-6⟩

Article dans une revue hal-02189645v1

Fast four-dimensional tensile test monitored via X-ray computed tomography: Elastoplastic identification from radiographs

Clément Jailin , Ante F Buljac , Amine Bouterf , François Hild , Stéphane Roux

Journal of Strain Analysis for Engineering Design, 2019, 54 (1), pp.44-53. ⟨10.1177/0309324718810593⟩

Article dans une revue hal-01926380v1

Experimental database of mixed-mode crack propagation tests performed on mortar specimens with a hexapod and full-field measurements. Part II: interactive loading

Andreea Carpiuc-Prisacari , Clément Jailin , Martin Poncelet , Kyrylo Kazymyrenko , Hugo Leclerc et al.

Cement and Concrete Research, 2019, 125, pp.105867. ⟨10.1016/j.cemconres.2019.105867⟩

Article dans une revue hal-02273328v1

Full field modal measurement with a single standard camera

Clément Jailin

Optics and Lasers in Engineering, 2018, 107, pp.265-272. ⟨10.1016/j.optlaseng.2018.03.031⟩

Article dans une revue hal-01762384v1

Digital Volume Correlation: Review of Progress and Challenges

Ante Buljac , Clément Jailin , Arturo Mendoza , J Neggers , T. Taillandier-Thomas et al.

Experimental Mechanics, 2018, 58 (5), pp.661-708. ⟨10.1007/s11340-018-0390-7⟩

Article dans une revue hal-01744752v1

An experimental evidence of the failure of Cauchy elasticity for the overall modeling of a non-centro-symmetric lattice under static loading

M. Poncelet , A Somera , C. Morel , C Jailin , Nicolas Auffray

International Journal of Solids and Structures, 2018, 147, pp.223-237. ⟨10.1016/j.ijsolstr.2018.05.028⟩

Article dans une revue hal-01704787v2

Separation of superimposed images with subpixel shift

Clément Jailin , Martin Poncelet , Stéphane Roux

Journal of Synchrotron Radiation, 2018, 25 (1), pp.272-281. ⟨10.1107/S1600577517015892⟩

Article dans une revue hal-01674341v1

Mode-enhanced space-time DIC: Applications to ultra high-speed imaging

Myriam Berny , Clément Jailin , Amine Bouterf , François Hild , Stephane Roux

Measurement Science and Technology, 2018, 29 (12), pp.125008. ⟨10.1088/1361-6501/aae3d5⟩

Article dans une revue hal-01878095v1

Dynamic Tomographic Reconstruction of Deforming Volumes

Clément Jailin , Stéphane Roux

Materials, 2018, 11 (8), pp.1395. ⟨10.3390/ma11081395⟩

Article dans une revue hal-01977971v1

Fast 4D tensile test monitored via X-CT: Single projection based Digital Volume Correlation dedicated to slender samples

Clément Jailin , Ante Buljac , Amine Bouterf , François Hild , Stephane Roux

Journal of Strain Analysis for Engineering Design, 2018, 53 (7), pp.473-484. ⟨10.1177/0309324718797765⟩

Article dans une revue hal-01847191v1

Self-calibration for lab-μCT using space-time regularized projection-based DVC and model reduction

Clément Jailin , Ante F Buljac , Amine Bouterf , Martin Poncelet , François Hild et al.

Measurement Science and Technology, 2018, 29, 024003, 13 p. ⟨10.1088/1361-6501/aa9818⟩

Article dans une revue hal-01633741v1

Fast Tracking of Fluid Invasion Using Time-Resolved Neutron Tomography

Clément Jailin , Maddi Etxegarai , E. Tudisco , S. A Hall , S. Roux

Transport in Porous Media, 2018, ⟨10.1007/s11242-018-1055-9⟩

Article dans une revue hal-01800787v1

Virtual hybrid test control of sinuous crack

Clément Jailin , Andreea Carpiuc , Kyrylo Kazymyrenko , Martin Poncelet , Hugo Leclerc et al.

Journal of the Mechanics and Physics of Solids, 2017, 102, pp.239 - 256. ⟨10.1016/j.jmps.2017.03.001⟩

Article dans une revue hal-01549224v1

An extension of digital volume correlation for multimodality image registration

Erika Tudisco , Clément Jailin , Arturo Mendoza , A Tengattini , E Andò et al.

Measurement Science and Technology, 2017, 28 (9), ⟨10.1088/1361-6501/aa7b48⟩

Article dans une revue hal-01633737v1

In situ \^I CT-scan Mechanical Tests: Fast 4D Mechanical Identification

Clément Jailin , A. Bouterf , M. Poncelet , S. Roux

Experimental Mechanics, 2017, NULL

Article dans une revue hal-01576727v1

In situ µCT-scan mechanical tests: Fast 4D mechanical identification

Clément Jailin , Amine A Bouterf , Martin Poncelet , Stéphane Roux

Experimental Mechanics, 2017, ⟨10.1007/s11340-017-0305-z⟩

Article dans une revue hal-01544539v1

On the use of flat-fields for tomographic reconstruction

Clément Jailin , Jean-Yves Buffiere , François Hild , Martin Poncelet , Stéphane Roux

Journal of Synchrotron Radiation, 2017, 24, ⟨10.1107/S1600577516015812⟩

Article dans une revue hal-01380003v1

When DVC feeds constitutive learning.

Clément Jailin

Aussois-2026 - Images, Mécanique et matériaux, Jan 2026, Aussois (FR), France

Communication dans un congrès hal-05586016v1

Approach for learning constitutive laws in the context of experimental mechanics

Lucas Mabileau , Clément Jailin , Emmanuel Baranger

17ème Colloque National en Calcul des Structures, CSMA, May 2026, Giens, France

Communication dans un congrès hal-05631818v1

Integrated Projection-enhanced DVC to monitor nonlinearities associated with fracture experiments

Malo Valmalle , Clément Jailin , François Hild

17ème Colloque National en Calcul des Structures (CSMA 2026), CSMA, May 2026, Giens, France

Communication dans un congrès hal-05631807v1

Deep Learning Framework for Managing Inter-Reader Variability in Background Parenchymal Enhancement Classification for Contrast-Enhanced Mammography

Elodie Ripaud , Clément Jailin , Pablo Milioni De Carvalho , Laurence Vancamberg , Isabelle Bloch

28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025), Sep 2025, Daejeon, South Korea

Communication dans un congrès hal-05218773v1

A Blind Source Separation Perspective on the Model Identification Problem for Constitutive Material Laws

Lucas Mabileau , Clément Jailin , Emmanuel Baranger

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025), Feb 2025, Paris, France

Communication dans un congrès hal-05360220v1

Unsupervised learning of constitutive models with neural networks

A. Benady , E. Baranger , L. Chamoin , Clément Jailin , L. Lorenzis

Data-driven mechanics and physics of solids, May 2025, Göteborg, Sweden. ⟨10.23967/data-driven.2025.013⟩

Communication dans un congrès hal-05338457v1

Unsupervised learning of constitutive model with neural networks and sparse identification of internal variables

Antoine Benady , Emmanuel Baranger , Clément Jailin , Ludovic Chamoin

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025), Feb 2025, Paris, France

Communication dans un congrès hal-04992869v1

Local dynamic reconstruction in digital breast tomosynthesis

Matteo Barbieri , Clément Jailin , Laurence Vancamberg , Stéphane Roux

17th International Workshop on Breast Imaging (IWBI 2024), University of Chicago, Jun 2024, Chicago, United States. pp.37, ⟨10.1117/12.3025988⟩

Communication dans un congrès hal-04630827v1

Training an AI hyperelastic constitutive model with experimental data

Clément Jailin , Antoine Benady , Emmanuel Baranger

PhotoMechanics - iDICs 2024, Oct 2024, Clermont - Ferrand, France

Communication dans un congrès hal-04720898v1

Quantitative evaluation of the response to neo-adjuvant chemotherapy based on non-rigid registration of CEM

Clément Jailin , Pablo Milioni de Carvalho , Sara Mohamed , Laurence Vancamberg , Amr Farouk Ibrahim Moustafa et al.

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Apr 2023, Cartagena, France. pp.1-5, ⟨10.1109/ISBI53787.2023.10230801⟩

Communication dans un congrès hal-04790701v1

Data Augmentation for Breast Cancer Mass Segmentation

Luc Caselles , Clément Jailin , Serge Muller

International Conference on Medical Imaging and Computer-Aided Diagnosis, Mar 2021, Birmingham, United Kingdom. pp.228-237, ⟨10.1007/978-981-16-3880-0_24⟩

Communication dans un congrès hal-04790714v1

Development of a 3D model of clinically relevant microcalcifications

Ann-Katherine Carton , Clément Jailin , Raoul de Sousa Silva , Ruben Sanchez de la Rosa , Serge Muller

Sixteenth International Workshop on Breast Imaging, May 2022, Leuven, Belgium. pp.38, ⟨10.1117/12.2625771⟩

Communication dans un congrès hal-03728155v2

Lesion detection in contrast enhanced spectral mammography

Clément Jailin , Pablo Milioni , Zhijin Li , Rȃzvan Iordache , Serge Muller

Sixteenth International Workshop on Breast Imaging, May 2022, Leuven, Belgium. pp.24, ⟨10.1117/12.2624577⟩

Communication dans un congrès hal-03727549v1

Breast shape estimation and correction in CESM biopsy

Ruben Sanchez , Clément Jailin , Ann-Katherine Carton , Pablo Milioni de Carvalho , Laurence Casteignau et al.

Sixteenth International Workshop on Breast Imaging, May 2022, Leuven, Belgium. ⟨10.1117/12.2625779⟩

Communication dans un congrès hal-03725538v2

Automatic crack detection based on machine learning and DVC

Arturo Mendoza , Clément Jailin

iDICs 2020 - International Digital Image Correlation Society, Oct 2020, Virtual Conference, France

Communication dans un congrès hal-03016000v1

An experimental proof of the limitation of Cauchy elasticity in the case of non-center-symmetric latex under quasi-static loading

Martin Poncelet , Audrey Somera , Claire Morel , Clément Jailin , Nicolas Auffray

ICoNSoM, Jun 2019, Rome, Italy

Communication dans un congrès hal-02196689v1

Digital Volume Correlation of Laminographic and Tomographic Images: Results and Challenges

Amine Bouterf , Ante Buljac , François Hild , Clément Jailin , Jan Neggers et al.

Final Colloqium of IRTG 1627 ViVaCE, 2019, Hanovre, Germany

Communication dans un congrès hal-02342916v1

Digital Volume Correlation: Progress and Challenges

Ante Buljac , Clément Jailin , Arturo Mendoza , Jan Neggers , Thibault Taillandier-Thomas et al.

Annual Conference and Exposition on Experimental and Applied Mechanics, 2019, Reno, NV, United States

Communication dans un congrès hal-02152272v1

Projection-based measurement and identification

Clément Jailin , Ante Buljac , Amine Bouterf , François Hild , Stéphane Roux

SEM 2019, Jun 2019, Reno, United States

Communication dans un congrès hal-02132459v1

Couplage entre corrélation d'image et optimisation topologique pour la conception d'éprouvette optimisant l'identification de paramètres

Ludovic Chamoin , Clément Jailin , Matthieu Diaz , Lucas Quesada

2e Journée Mesures de Champs en Dynamique des structures, May 2018, Saint-Ouen, France

Communication dans un congrès hal-01860387v1

Radiography-based mechanical identification

Clément Jailin , A Buljac , A. Bouterf , F. Hild , S. Roux

PhotoMechanics, Mar 2018, Toulouse, France

Communication dans un congrès hal-01960376v1

From big data to key data

Stéphane Roux , Clément Jailin , Arturo Mendoza , Jan Neggers , François Hild et al.

PhotoMechanics, Mar 2018, Toulouse, France

Communication dans un congrès hal-01960477v1

Digital Volume Correlation: Review of Progress and Challenges

Ante Buljac , Clément Jailin , Arturo Mendoza , Jan Neggers , Thibault Taillandier Thomas et al.

3rd Annual Workshop on Advances in X-ray Imaging: Expanding the Frontiers of Knowledge, 2018, Harwell, United Kingdom

Communication dans un congrès hal-01980039v1

Experimental strain gradient evidence in non-central symmetric lattice

Martin Poncelet , Nicolas Auffray , Clément Jailin , Audrey Somera , Claire Morel

EUROMECH-Colloquium 579 on Generalized and microstructured continua, 2017, Arpino, Italy

Communication dans un congrès hal-01576380v1

Data-model dialectic: the case of 4D mechanical tests

S. Roux , Clément Jailin , T. Taillandier-Thomas , M. Poncelet , François Hild

Proc. of Data-BEST 2017, 2017, Unknown, Unknown Region

Communication dans un congrès hal-01576724v1

Etude expérimentale d’un matériau architecturé à comportement de second gradient du déplacement

Audrey Somera , Claire Morel , Clément Jailin , Martin Poncelet

CFM2017, Aug 2017, Lille, France

Communication dans un congrès hal-01707395v1

Half-minute lab tomography of an in situ fracture test

Clément Jailin , A. Bouterf , M. Poncelet , S. Roux

Proc. of 5th International Conference on Computational Modeling of Fracture and Failure of Materials and Structures, 2017, Unknown, Unknown Region

Communication dans un congrès hal-01576725v1

Mechanics-Based 4D Tomography

Clément Jailin , Thibault Taillandier Thomas , Amine Bouterf , Jan Neggers , Stéphane Roux et al.

5th annual Tomography for Scientific Advancement (ToScA) symposium, Sep 2017, Portsmouth, United Kingdom

Communication dans un congrès hal-01674842v1

Etude expérimentale d'un matériau architecturé à comportement de second gradient du déplacement

Audrey Somera , Claire Morel , Clément Jailin , Martin Poncelet

CFM 2017 - 23ème Congrès Français de Mécanique, Aug 2017, Lille, France

Communication dans un congrès hal-03465461v1

Dynamic in-situ 4D measurement in a lab tomograph

Clément Jailin , Ante Buljac , A. Bouterf , M. Poncelet , S. Roux

Proc. of 3rd International Conference on Tomography of Materials and Structures (ICTMS), 2017, Unknown, Unknown Region

Communication dans un congrès hal-01576726v1

Experimental database with full field measurements for mixed-mode crack propagation in concrete: comparison between experimental and numerical results

Andreea Carpiuc , Clément Jailin , M. Poncelet , K. Kyrylo , François Hild

Proc. of 9th International Conference on Fracture Mechanics of Concrete and Concrete Structures (FraMCoS-9), 2016, Unknown, Unknown Region

Communication dans un congrès hal-01576732v1

Measurement of 3D displacement field from few tomographic projections

Clément Jailin , T. Taillandier-Thomas , M. Poncelet , François Hild , S. Roux

Proc. of 3rd International Congress on 3D Materials Science (3DMS), 2016, Unknown, Unknown Region

Communication dans un congrès hal-01576731v1

Measurement of 3D displacement fields from few tomographic projections

Thibault Taillandier-Thomas , Clément Jailin , Stéphane Roux , François Hild

SPIE Photonics Europe, 2016, Brussels, France. ⟨10.1117/12.2227904⟩

Communication dans un congrès hal-01800794v1

Stable control for mixed-mode concrete fracture

A. Carpiuc , C Jailin , M. Poncelet , K. Kazymyrenko , F. Hild

Technological Innovations in Nuclear Civil Engineering (TINCE), Sep 2016, Paris, France

Communication dans un congrès hal-02485073v1

One neural network to rule them all: multimaterial experimental learning of nonlinear elasticity

Maxence Barberet-Pinto , Thomas Ferchal , Lucas Mabileau , Clément Jailin

Congrès Junior Pluridisciplinaire, May 2026, Gif-sur-Yvette, France.

Poster de conférence hal-05646438v1

Learning shared hyperelastic constitutive representation from heterogeneous full-field experiments across multiple materials

Lucas Mabileau , Maxence Barberet-Pinto , Thomas Ferchal , Margot Leclercq , Jan Neggers et al.

2026

Pré-publication, Document de travail (preprint/prepublication) hal-05709206v1

Deep-learning-based background parenchymal enhancement quantification in contrast enhanced mammography: an application to neoadjuvant chemotherapy

Elodie Ripaud , Clément Jailin , Gonzalo I Quintana , Pablo Milioni de Carvalho , Sara Mohamed et al.

2024

Pré-publication, Document de travail hal-04652762v1

Projection-based in-situ 4D mechanical testing

Clément Jailin

Solid mechanics [physics.class-ph]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLN034⟩

Thèse tel-01927948v1

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