Work

3D heat source reconstruction in vascularized biological tissue using a data-driven, physics-regularized neural network

Year: 2026

Type: article

Source: International Journal of Thermal Sciences

DOI: 10.1016/j.ijthermalsci.2026.111149

Authors: Jean-Luc Battaglia, Mariana De Melo Antunes, Ida Burgers, Nino Avetikovi, Valéry Ozenne

Institutions: Centre National de la Recherche Scientifique, Université de Bordeaux, Arts et Métiers, Institut de Mécanique et d'Ingénierie de Bordeaux, Institut Polytechnique de Bordeaux, Centre de Résonance Magnétique des Systèmes Biologiques

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funder: Agence Nationale de la Recherche

Award: Spatial Mapping and Analysis of Real-time MRI Thermometry for Highly Efficient liver tumor Ablation using inverse Thermal modelling

OpenAlex ID: W7167815604

FWCI:

Cites: 23

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Related to: 10