From the 1 of 4 linked papers with an AI index.
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Multiscale Mixed-Dimensional Simulation via Domain Decomposition and Non-Intrusive Neural Model Order Reduction
Nunzio Dimola, Piermario Vitullo, Paolo Zunino
The paper presents a domain decomposition framework that uses non‑intrusive neural surrogates to create reduced‑order models for multiscale, mixed‑dimensional elliptic problems, en…
Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks
Paolo Botta, Piermario Vitullo, Thomas Ventimiglia +2
The simulation of microcirculatory blood flow in realistic vascular architectures poses significant challenges due to the multiscale nature of the problem and the topological compl…
Mathematical modeling and sensitivity analysis of hypoxia-activated drugs
Alessandro Coclite, Riccardo Montanelli Eccher, Luca Possenti +2
Hypoxia-activated prodrugs offer a promising strategy for targeting oxygen-deficient regions in solid tumors, which are often resistant to conventional therapies. However, modeling…