10.46298/mbj.16135http://mbj.episciences.org/16135Meliga, PhilippePhilippeMeligaCentre de Mise en Forme des Matériauxhttps://ror.org/00qm1ye080000-0001-9889-0520Roncin, GregorGregorRoncinHachem, ElieElieHachem0000-0002-2202-6397A combined modeling and AI-driven optimization approach to enhance surfactant replacement therapy in adult lungsRespiratory Distress SyndromeSurfactant Replacement TherapyPulmonary Drug DeliveryBiological Fluid MechanicsDeep Reinforcement Learning[PHYS.MECA.BIOM]Physics [physics]/Mechanics [physics]/Biomechanics [physics.med-ph]Attribution 4.0 International (CC BY 4.0)2025-07-302025-10-242025-10-24engSociété de Biomécaniquejournal article https://hal.science/hal-05191687v23076-1158open accesshttp://mbj.episciences.org/16135/pdfVoRapplication/pdfMultidisciplinary Biomechanics Journal50th congress of the Société de BiomécaniqueFluid and biological flowsResearchersStudents