
Matteo Salvador
Matteo Salvador received his Bachelor of Science in Mathematical Engineering ans his Master of Science in Computational Science and Engineering from Politecnico di Milano, Italy. He completed his PhD in Mathematical Models and Methods for Engineering at Politecnico di Milano under the supervision of Prof. Alfio Quarteroni. He worked in the framework of the iHeart project, whose aim is to create a fully integrated human heart for the accurate and efficient numerical simulation of the cardiac function. Specifically, he developed comprehensive mathematical models blended with novel numerical methods and Scientific Machine Learning for cardiac electromechanics.
Matteo Salvador was a visiting research fellow at CEMRG since September 2022 to December 2022. He built neural network-based reduced-order models to perform four-chamber heart electromechanical simulations in short computational times and by avoiding the use of high performance computing. His next role was as a postdoctoral researcher at the Cardiovascular Biomechanics Computation Lab at Stanford.
Research themes
Papers
First author 1
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations
npj Digital Medicine, 2024