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Filippo GATTI

Filippo Gatti (PhD) Maître de Conférences

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gattif
0000-0001-7174-4048
Google Scholar : https://scholar.google.it/citations?user=E0mgtfwAAAAJ&hl=it&oi=ao
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	ACCURACY OF MAGNETIC RESONANCE IMAGING IN CLINICAL ENDODONTIC APPLICATIONS: A SYSTEMATIC REVIEW Amanda Pelegrin Candemil , Guilherme Alves dos Santos , Matheus Oliveira , Filippo Gatti , Yara T.C. Silva-Sousa Journal of Endodontics, 2024, ⟨10.1016/j.joen.2024.01.014⟩ Article dans une revue hal-04436247v1
	3D elastic wave propagation with a Factorized Fourier Neural Operator (F-FNO) Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau Computer Methods in Applied Mechanics and Engineering, 2024, 420, pp.116718. ⟨10.1016/j.cma.2023.116718⟩ Article dans une revue hal-04381365v1
	Enhanced seismic response prediction of critical structures via 3D regional scale physics-based earthquake simulation Michail Korres , Fernando Lopez‐caballero , Vinicius Alves Fernandes , Filippo Gatti , Zentner Irmela Journal of Earthquake Engineering, 2023, 27 (3), pp.546-574. ⟨10.1080/13632469.2021.2009061⟩ Article dans une revue hal-03424424v1
	Multi-storey shear type buildings under earthquake loading: Adversarial learning-based prediction of the transient dynamics and damage classification Filippo Gatti , Luca Rosafalco , Giorgia Colombera , Stefano Mariani , Alberto Corigliano Soil Dynamics and Earthquake Engineering, 2023, 173, pp.108141. ⟨10.1016/j.soildyn.2023.108141⟩ Article dans une revue hal-04252260v1
	Blind broad-band (0-10 Hz) numerical prediction of the 3-D near field seismic response of a Mw6.0 extended fault scenario: application to the nuclear site of Cadarache (France) David Alejandro Castro Cruz , Filippo Gatti , Fernando Lopez‐caballero , Fabrice Hollender , Elias El Haber Geophysical Journal International, 2023, 232 (1), pp.581-600. ⟨10.1093/gji/ggac346⟩ Article dans une revue hal-03764394v1
	Coupling spectral and Finite Element methods for 3D physic-based seismic analysis from fault to structure: Application to the Cadarache site in France Reine Fares , David Alejandro Castro Cruz , Evelyne Foerster , Fernando Lopez‐caballero , Filippo Gatti Nuclear Engineering and Design, 2022, 397 (1), pp.111954. ⟨10.1016/j.nucengdes.2022.111954⟩ Article dans une revue hal-03769716v1
	Machine learning opportunities to conduct high-fidelity earthquake simulations in multi-scale heterogeneous geology Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau Frontiers in Earth Science, 2022, 10, ⟨10.3389/feart.2022.1029160⟩ Article dans une revue hal-04476116v1
	SEM3D: A 3D High-Fidelity Numerical Earthquake Simulator for Broadband (0-10 Hz) Seismic Response Prediction at a Regional Scale Sara Touhami , Filippo Gatti , Fernando Lopez-Caballero , Régis Cottereau , Lúcio de Abreu Corrêa Geosciences, 2022, 12 (112), ⟨10.3390/geosciences12030112⟩ Article dans une revue hal-03593533v1
	Assessing the impact of regional geology on the ground motion model variability at the Kashiwazaki-Kariwa Nuclear Power Plant (Japan) via physics-based numerical simulation David Castro-Cruz , Filippo Gatti , Fernando Lopez‐caballero Soil Dynamics and Earthquake Engineering, 2021, 150 (1), pp.106947. ⟨10.1016/j.soildyn.2021.106947⟩ Article dans une revue hal-03325660v1
	High-fidelity broadband prediction of regional seismic response: a hybrid coupling of physics-based synthetic simulation and empirical Green functions David Castro-Cruz , Filippo Gatti , Fernando Lopez‐caballero Natural Hazards, 2021, 108 (1), pp.1997-2031. ⟨10.1007/s11069-021-04766-x⟩ Article dans une revue hal-03216032v1
	Towards blending Physics-Based numerical simulations and seismic databases using Generative Adversarial Network Filippo Gatti , Didier Clouteau Computer Methods in Applied Mechanics and Engineering, 2020, 372, pp.113421. ⟨10.1016/j.cma.2020.113421⟩ Article dans une revue hal-03149443v1
	Near-source effects and non-linear Site Response at Kashiwazaki-Kariwa Nuclear Power Plant, in the 2007 Chuetsu-Oki Earthquake: evidence from surface and downhole records and 1D numerical simulations Filippo Gatti , Fernando Lopez-Caballero , Roberto Paolucci , Didier Clouteau Bulletin of Earthquake Engineering, 2018, 16 (3), pp.1105-1135. ⟨10.1007/s10518-017-0255-y⟩ Article dans une revue hal-01624887v1
	On the effect of the 3-D regional geology on the seismic design of critical structures: the case of the Kashiwazaki-Kariwa Nuclear Power Plant Filippo Gatti , Fernando Lopez-Caballero , Didier Clouteau , Roberto Paolucci Geophysical Journal International, 2018, 213 (2), pp.1073-1092. ⟨10.1093/gji/ggy027⟩ Article dans une revue hal-01691235v1
	Broadband ground motions from 3D physics-based numerical simulations using artificial neural networks Roberto Paolucci , F Gatti , Maria Infantino , Chiara Smerzini , Ali Güney Özcebe Bulletin of the Seismological Society of America, 2018, 108 (3A), pp.1272-1286. ⟨10.1785/0120170293⟩ Article dans une revue hal-02458681v1
	Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach F Gatti , Sara Touhami , Fernando Lopez‐caballero , D. Clouteau , V Alves Fernandes Soil Dynamics and Earthquake Engineering, 2018, 115 (1), pp.263-280. ⟨10.1016/j.soildyn.2018.08.028⟩ Article dans une revue hal-01859717v1
	Effects of SSI and lining corrosion on the seismic vulnerability of shallow circular tunnels Sotirios Argyroudis , Grigorios Tsinidis , F Gatti , Kyriazis Pitilakis Soil Dynamics and Earthquake Engineering, 2017, 98, pp.244-256. ⟨10.1016/j.soildyn.2017.04.016⟩ Article dans une revue hal-02458682v1

	Génération conditionnelle et inconditionnelle de signaux sismiques à l'aide de modèles de diffusion. Hugo Gabrielidis , Filippo Gatti , Stéphane Vialle CSMA 2024 16ème Colloque National en Calcul des Structures, Association Calcul des Structures et Modélisation (CSMA), May 2024, Presqu’île de Giens (Var) Giens (Var), France Communication dans un congrès hal-04531795v1
	Metamodèle de la propagation d'ondes sismiques 3D par opérateur neuronal de Fourier (FNO) amélioré avec un transfert d'apprentissage. Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau 16ème Colloque National en Calcul des Structures, Association Calcul des Structures et Modélisation (CSMA), May 2024, Presqu'ile de Giens, France. ⟨10.57745/LAI6YU⟩ Communication dans un congrès hal-04531803v1
	Deep-learning-based surrogate model of laser-induced elastic wave propagation in metallic microstructures with elongated grains Frédéric Allaire , Filippo Gatti , Roberto Miorelli , Vincent Dorval , Jérôme Laurent 6th International Workshop on Laser-Ultrasound for Metals, SWERIM, May 2024, Kista, Sweden Communication dans un congrès hal-04546091v1
	A SEM/FEM weak coupling for a more accurate definition of seismic input excitation in soil-structure interaction studies: An adaptation for a massively parallel FEM resolution Michail Korres , Vinicius Alves Fernandes , Zentner Irmela , Nicolas Tardieu , François Voldoire XII International Conference on Structural Dynamics EURODYN2023, Jul 2023, Delft, Netherlands Communication dans un congrès hal-04290266v1
	Seismic hazard analysis with a Fourier Neural Operator (FNO) surrogate model enhanced by transfer learning Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau NeurIPS AI for Science workshop, Dec 2023, New Orleans, United States Communication dans un congrès hal-04476126v1
	Simulation 3D basée sur la physique pour la réponse sismique « de la faille à la structure » Michail Korres , Vinicius Alves Fernandes , Zentner Irmela , François Voldoire , Filippo Gatti 11ème colloque de l'Association Française du Génie ParaSismique (AFPS), Nov 2023, Guadeloupe (Antilles Francaises), France Communication dans un congrès hal-04290296v1
	A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems Gerardo Granados , Roberto Miorelli , Filippo Gatti , Didier Clouteau QNDE, Jul 2023, Austin, TX, United States. ⟨10.1115/QNDE2023-118352⟩ Communication dans un congrès hal-04250590v1
	Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data Amit Gill , Maddegedara Lalith , Yoshiki Ogawa , Hideyuki O-Tani , Tsuyoshi Ichimura WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Dec 2021, Melbourne VIC, Australia. pp.101-108, ⟨10.1145/3498851.3498937⟩ Communication dans un congrès hal-03677307v1
	Assessing the influence of around-source deep crustal heterogeneities on the seismic wave propagation by 3-D broad-band numerical modelling Martin Colvez , Fernando Lopez‐caballero , F Gatti , Régis Cottereau 13th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13), May 2019, Seoul, South Korea Communication dans un congrès hal-02142977v1
	Predicting short-period spectral ordinates of hybrid ground shaking prediction tools: a comparative benchmark F Gatti , Fernando Lopez‐caballero 13th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13), May 2019, Seoul, South Korea Communication dans un congrès hal-02142978v1
	Impact of 3D seismic input motion definition from physics-based simulations for soil-structure interaction studies Korres Michail , F Gatti , Vinicius Alves Fernandes , Fernando Lopez‐caballero , Zentner Irmela 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, COMPDYN 2019, Jun 2019, Crete, Greece Communication dans un congrès hal-02395379v1
	On the effect of around-source crustal heterogeneities on 3-d regional seismic wave field Martin Colvez , Fernando Lopez‐caballero , Filippo Gatti , Régis Cottereau 7th International Conference on Earthquake Geotechnical Engineering, ICEGE 2019, Jan 2019, Roma, Italy Communication dans un congrès hal-04494730v1
	3D Spectral Element Modeling of Near Source Effects Including Kinematic Rupture and Finite-Fault Effects Elif Oral , Filippo Gatti , Fernando Lopez‐caballero 16th European Conference on Earthquake Engineering (16ECEE), Jun 2018, Thessaloniki, Greece Communication dans un congrès hal-01851739v1
	3-D source-to-site numerical investigation on the earthquake ground motion coherency in heterogeneous soil deposits Filippo Gatti , Sara Touhami , Fernando Lopez‐caballero , Dimitris Pitilakis 9th European Conference on Numerical Methods in Geotechnical Engineering, NUMGE 2018, Jun 2018, Porto, Portugal Communication dans un congrès hal-01851736v1
	Argostoli site, from site test to numerical model: a holistic approach Sara Touhami , F Gatti , Fernando Lopez‐caballero , Fabrice Hollender , Edward Marc Cushing Best Practices in Physics-based Fault Rupture Models for Seismic Hazard Assessment of Nuclear Installations: issues and challenges towards full Seismic Risk Analysis, May 2018, Cadarache, France Communication dans un congrès hal-01851742v1
	Broad-band 3-D physics-based simulation of earthquake-induced wave-field at the Kashiwazaki-Kariwa Nuclear Power Plant (Japan): an all-embracing source-to-site approach Filippo Gatti , Fernando Lopez‐caballero , D. Clouteau , Roberto Paolucci , Lúcio de Abreu Corrêa 16th European Conference on Earthquake Engineering (16ECEE), Jun 2018, Thessaloniki, Greece Communication dans un congrès hal-01851734v1
	PHYSICS-BASED SCENARIO OF THE 2007 CHUETSU-OKI EARTHQUAKE F Gatti , Fernando Lopez-Caballero , Lúcio de Abreu Corrêa , D Clouteau , R Paolucci 6th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Jun 2017, Rhodes, Greece. pp.C17465 Communication dans un congrès hal-01546804v1
	Investigation of the earthquake ground motion coherence in heterogeneous non-linear soil deposits F Gatti , Luciano de Carvalho Paludo , Angkeara Svay , Fernando Lopez-Caballero , Régis Cottereau X International Conference on Structural Dynamics (EURODYN 2017), Sep 2017, Rome, Italy. pp.2354-2359, ⟨10.1016/j.proeng.2017.09.232⟩ Communication dans un congrès hal-01586963v1
	One-dimensional seismic soil response at the nuclear power plant of kashiwazaki-kariwa during the 2007 niigata-chuetsu-oki earthquake Filippo Gatti , Fernando Lopez‐caballero , Didier Clouteau 15th International Conference on Civil, Structural and Environmental Engineering Computing, CIVIL-COMP 2015, Sep 2015, Prague, Czech Republic. pp.157, ⟨10.4203/ccp.108.157⟩ Communication dans un congrès hal-02455818v1

	A deep learning-based earthquake simulator: from source and geology to surface wavefields Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau European Geophysical Union General Assembly 2024, Apr 2024, Vienna, Austria. 2024, ⟨10.5194/egusphere-egu24-14438⟩ Poster de conférence hal-04534919v1
	Deep learning generative strategies to enhance 3D physics-based seismic wave propagation: from diffusive super-resolution to 3D Fourier Neural Operators. Filippo Gatti , Fanny Lehmann , Hugo Gabrielidis , Michaël Bertin , Didier Clouteau European Geophysical Union General Assembly 2024, Apr 2024, Vienna, Austria. 2024, ⟨10.5194/egusphere-egu24-2443⟩ Poster de conférence hal-04534286v1
	MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire Mouhammed Achhab , Emmanuelle Baudry , Didier Clouteau , R El Mesri , Amélie Fau Colloque Jumeaux Numériques, Feb 2023, Gif-sur-Yvette, France. , 2023 Poster de conférence hal-03999654v1
	Scientific machine learning and physics-augmented neural networks for hybrid digital twins Antoine Benady , Fanny Lehmann , Afsal Pulikkathodi , Emmanuel Baranger , Ludovic Chamoin Journée du GDR I-GAIA, 2023, Paris, France Poster de conférence hal-04425617v1

	Artificial Neural Networks: layer architectures, optimizers and automatic differentiation Filippo Gatti 2023 Pré-publication, Document de travail hal-04363414v1
	Artificial Neural Networks: advanced topics Filippo Gatti 2023 Pré-publication, Document de travail hal-04363413v1
	Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation Fanny Lehmann , Filippo Gatti , Michaël Bertin , Didier Clouteau 2023 Pré-publication, Document de travail hal-04252336v1
	Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach F Gatti , Sara Touhami , Fernando Lopez-Caballero , Roberto Paolucci , D. Clouteau 2018 Pré-publication, Document de travail hal-01860115v1

	SEM3D-High-resolution seismic wave propagation modelling from the fault to the structure for realistic earthquake scenarios. GENCI Allocation A0080410444 Filippo Gatti , David Alejandro Castro Cruz , Fernando Lopez‐caballero Université Paris-Saclay; CentraleSupelec. 2021 Rapport hal-04450043v1

	Analyse physics-based de scénarios sismiques «de la faille au site» : prédiction de mouvement sismique fort pour l’étude de vulnérabilité sismique de structures critiques. Filippo Gatti Autre. Université Paris Saclay (COmUE); Politecnico di Milano, 2017. Français. ⟨NNT : 2017SACLC051⟩ Thèse tel-01626230v1