Davide Baroli
Postdoctoral Researcher at Johann Radon Institute for Computational and Applied Mathematics (RICAM)
Kirchschlag bei Linz, Upper Austria, Austria
Summary
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Senior🎓
Top SchoolDavide Baroli is a postdoctoral researcher with nine years of experience building digital and virtual twins across personalized medicine, material science, and additive manufacturing. He combines deep expertise in multiscale numerical methods, uncertainty quantification, and scientific machine learning with high-performance and cloud computing, and is fluent in C++ and Python. His PhD from Politecnico di Milano focused on multiscale solvers for flow in highly heterogeneous porous media, and his work spans ERC- and DFG-funded projects as well as EuroHPC initiatives. Davide has a strong record of supervising and co-supervising successful PhD candidates funded by competitive national and international fellowships, bridging academic research and industrial applications. Based in Austria, he leverages model order reduction and physics-informed data-driven methods to accelerate simulation workflows for aerodynamics, cardiovascular and oncology problems—often enabling real-time or multifidelity design loops.
9 years of coding experience
9 years of employment as a software developer
EUniversity of MilanVisiting PhD, CSQI, Visiting PhD, CSQI at Ecole polytechnique fédérale de LausanneDoctor of Philosophy (PhD), Mathematical Models and Methods in Engineering, Doctor of Philosophy (PhD), Mathematical Models and Methods in Engineering at Politecnico di MilanoDottore magistrale in matematica, Matematica, 110/ 110 cum laude, Dottore magistrale in matematica, Matematica, 110/ 110 cum laude at Università degli Studi dell'Insubria
English
Github Skills (18)
convex-hull10
geometry9
morphing9
simulation9
python9
discretization9
geometry-processing9
iges9
vtk8
3d8
inverse3
inverse-problems2
machine-learning1
large-scale1
pde1
Programming languages (2)
Github contributions (5)
DavideBaroliUniLu/porepy
Nov 2017 - Dec 2017
Contributions:63 pushes, 2 branches in 15 days
pythonsimulation-toolsimulationporous-mediaporous
DavideBaroliUniLu/PyGeM
Sep 2016 - Nov 2016
Contributions:29 pushes, 2 branches in 1 month
pythonmorphing
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