Marco Tezzele

Assistant Professor, Tenure-track at Emory University

Atlanta, Georgia, United States
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Summary

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Marco Tezzele is an assistant professor and tenure-track researcher based in Atlanta with 11 years of experience at the intersection of reduced order modeling, digital twins, parameter space reduction, and shape optimization. He holds a PhD in Applied Mathematics and has a strong HPC and numerical methods background demonstrated by contributions to deal.II (finite element implementations and isogeometric structures) and leading Python libraries such as PyDMD, PyGeM and EZyRB. His work spans academia and open source, combining rigorous theory with production-oriented tooling and test automation that improves reliability of model reduction workflows. Marco’s projects have practical roots in naval and cardiovascular applications, and he brings a knack for translating high-dimensional physics into compact, computationally efficient representations.
code11 years of coding experience
bookERASMUS LLP exchange program, Computational and Applied Mathematics, ERASMUS LLP exchange program, Computational and Applied Mathematics at Technische Universität Kaiserslautern
bookMaster in High Performance Computing, Master in High Performance Computing at SISSA and ICTP
bookBMath, Mathematics, 102/110, BMath, Mathematics, 102/110 at Università degli Studi di Pavia
bookDoctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at SISSA
bookUniversity of Milan
bookDiploma di maturità, Liceo Scientifico PNI, Diploma di maturità, Liceo Scientifico PNI at Liceo G.B. Quadri
languagesItalian, English, Spanish, German
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Github Skills (11)

finite-element-analysis10
code-library10
c-language10
lib10
cprogramming-language10
python10
numpy10
testing10
matplotlib9
test-driven-design9
scipy8

Programming languages (7)

C++MakefileJavaScriptHTMLJupyter NotebookRubyPython

Github contributions (5)

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PyDMD/PyDMD

Jun 2017 - Jan 2023

Python Dynamic Mode Decomposition
Role in this project:
userBack-end Developer & Test Automation Engineer
Contributions:29 reviews, 139 commits, 219 PRs in 5 years 7 months
Contributions summary:Marco was heavily involved in the development of the `pydmd` Python library. Their initial contribution included the initial setup, laying the groundwork for the project. Subsequently, they implemented the core class structure of the library and added significant testing capabilities, contributing to increased robustness and reliability. They also developed a plot_eigs method and related tests.
pythoncdmdenergy-systemmodeling-toolpower-systems
dealii/dealii

Mar 2015 - Jun 2015

The development repository for the deal.II finite element library
Role in this project:
userBack-end Developer
Contributions:13 commits, 8 PRs, 7 comments in 2 months
Contributions summary:Marco contributed significantly to the development of the deal.II finite element library, focusing on core mathematical and computational aspects. Their work included adding implementations for Bernstein polynomials and finite elements, modifying and fixing the MappingFE class, and refactoring existing code to ensure copyright compliance. The user was also involved in creating and updating tests to validate the new features and changes. These commits demonstrate a focus on enhancing the library's capabilities and maintaining its integrity.
dealmultiphysicsc-plus-pluscomputational-sciencefinite-elements
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Marco Tezzele - Assistant Professor, Tenure-track at Emory University