Lorenzo Sala
- Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] (MaIAGE)
- Dynamiques de populations multi-échelles pour des systèmes physiologiques / MUltiSCAle population dynamics for physiological systems (MUSCA)
Publications
Publications
Hybrid Inference for Microbial Community Models: Physics-Informed Neural Networks for Parameter Estimation in Generalized Lotka-Volterra System2025 Workshop on Modeling, Optimization, and Control in Biomedicine, Aug 2025, Frankfurt, Germany |
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Physics-Informed Neural Networks for Generalized Lotka-Volterra models: towards parameter estimation in microbial communitiesSMAI 2025 - 12ème Biennale Française des Mathématiques Appliquées et Industrielles, Jun 2025, Carcans-Maubuisson (Gironde), France |
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Brain Grid Application To High-Grade Gliomas: An Innovative System To Define Tumor Location And InvasivenessEANS 2025 - European Association of Neurosurgical Societies Congress, Oct 2025, Vienna, Austria. pp.105357, ⟨10.1016/j.bas.2025.105357⟩ |
Physics-informed neural networks for data-integrated modeling of microbial interactionsDSABNS 2025 - 16th Dynamical Systems applied on Biology and Natural Sciences, Jan 2025, Napoli, Italy |
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Understanding Gut Microbiota Dynamics: Enhancing Generalized Smoothing Algorithm Efficiency with Data-Driven Neural NetworksJournée thématique SPE NUM sur les approches hybrides IA - Systèmes dynamiques, Dec 2024, Montpellier, France |
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First steps towards a gut digital twin: mechanistic modelling of host–microbiota interactions to explore symbiotic resilienceCMSB 2024 - 22rd International Conference on Computational Methods in Systems Biology, Sep 2024, Pisa, Italy |
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A new geometric and hemodynamic approach to understand post-operative portal thrombosis development based on in-silico modelingIHPBA 2024 - 16th World Congress of the International Hepato-Pancreato-Biliary Association, May 2024, Cape Town, South Africa. pp.S28, ⟨10.1016/j.hpb.2024.03.052⟩ |
Global Sensitivity Analysis of a Hemodynamic Digital Twin in Post-Hepatectomy Liver FailureUQ 2024 - SIAM Conference on Uncertainty Quantification, Feb 2024, Trieste, Italy |
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Modelling the Gut Microbiota: Towards a Digital TwinJournées Nutrition et Ecosystèmes Microbiens 2024, Apr 2024, Paris, France |
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Sex-specific differences in ophthalmic and central retinal artery velocity: A cardiovascular and retinal analysisARVO 2024 - annual meeting, May 2024, Seattle, United States. pp.1255 |
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The Ocular Mathematical Virtual Simulator: the sensitivity analysis of a validate multiscale model for hemodynamics and biomechanics in the human eye.Workshop Mathematical Modelling of Photoreceptors, Luca Alasio; Benoit Perthame, Jan 2023, Paris, France |
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The impact of reduced left ventricular contractility on retinal perfusionInvestigative Ophthalmology & Visual Science, ARVO, Apr 2023, New Orleans, LA, United States |
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Relationship Between Blood Velocity in the Central Retinal Artery and Cardiac Systolic Function: a Theoretical StudyInvestigative Ophthalmology & Visual Science, ARVO, Apr 2023, New Orleans, LA, United States |
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Personalized Noninvasive Cardiovascular Monitoring via Ballistocardiography, Physiology-Based Modeling and Evolutionary AlgorithmMath 2 Product (M2P) Emerging Technologies in Computational Science for Industry, Sustainability and Innovation, May 2023, Taormina, Italy |
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Analysis of the Contribution of Cardiovascular Compartments to the Ballistocardiogram Signal Using Mathematical ModelingComputing in Cardiology, 2023, Atlanta (GA), United States. ⟨10.22489/cinc.2023.406⟩ |
Understanding Organ Vascular Behavior Through their ArchitectureThe 12th International Conference on Complex Networks and their Applications, Nov 2023, Menton, France |
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Sensitivity Analysis of a Mathematical Model Simulating the Post-Hepatectomy Hemodynamics ResponseCMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, May 2023, Paris, France. pp.270 - 289 |
A web-based interface for ocular hemodynamics and biomechanics analysis via the Ocular Mathematical Virtual SimulatorARVO, 2019, Annual Meeting, United States |
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Patient-specific virtual simulator of tissue perfusion in the lamina cribrosa.Annual Meeting of Association for Research in Vision and Ophthalmology (ARVO), May 2017, Baltimore, MA, United States |
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The role of HCO3 and NA/K ATPase in the regulation of aqueous humor production: a mathematical model.Annual Meeting of the Association for Research in Vision and Ophthalmology (ARVO), May 2016, Seattle, United States |
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A multiscale computational framework for gut microbiota-host interactionsCJC-MA2024 - Congrès des Jeunes Chercheur.e.s en Mathématiques Appliquées, Oct 2024, Lyon, France |
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Unconditionally stable operator splitting method for a multiscale application in ophthalmology44e Congrès National d'Analyse Numérique, May 2018, Cap d'Agde, France |
Mathematical Assessment of the Role of Three Factors Entangled in the Development of Glaucoma by Means of the Ocular Mathematical Virtual SimulatorNumerical Mathematics and Advanced Applications ENUMATH 2019, 139 (3), pp.851-860, 2021, Lecture Notes in Computational Science and Engineering, ⟨10.1007/978-3-030-55874-1_84⟩ |
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A multiscale coupled PDE model of host-microbiota interaction: application to colonic mucosal barrier dynamics2026 |
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Eye2Heart : a validated lumped-parameter model bridging cardiovascular and ocular dynamics2025 |
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Modelling the interplay between the gut microbiota and its host : application to the analysis of diet impact on symbiosis2023 |
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Hi-POD solution of parametrized fluid dynamics problems: preliminary results[Research Report] MOX, Dipartimento di Matematica, Politecnico di Milano. 2016 |
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Mathematical modelling and simulation of ocular blood flows and their interactionsNumerical Analysis [math.NA]. Université de Strasbourg, 2019. English. ⟨NNT : 2019STRAD021⟩ |