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Francesca Tavazza (Fed)

Group Leader

Francesca Tavazza has been a member of the scientific staff at the National Institute of Standards and Technology (NIST) since 2003. She earned an undergraduate degree in Physics and a MS in Materials Science from Universita’ Statale di Milano, Italy, and a PhD in Physics from the University of Georgia. She is currently leading the Materials for Energy and Sustainable Development Group in the Materials Measurement Science Division, with focus on autonomous design and machine learning (ML) applied to materials design and characterization. Before, she served as Project Leader of the “Electronic and Functional Materials” project, leading a team focused on computational modeling, high-throughput discovery, and AI/ML investigation of solid-state material properties. Her areas of expertise include Density Functional Theory (DFT) modeling of quantum phenomena, electronic, optical and spectroscopic properties of standard and van der Waals-bonded materials, DFT and Molecular Dynamics investigation of mechanical deformations, uncertainty evaluation in DFT and ML, fitting of force fields and ML models. She has published over a hundred papers in refereed journals and contributed to the organization of tens of workshops/symposia. She served as chair of the Computational Materials Science and Engineering committee, TMS, in 2020-2022, as well as is part of the TMS Materials Innovation Committee - subcommittee on AI. 

Publications

JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods

Author(s)
Kamal Choudhary, Daniel Wines, Kevin Garrity, aldo romero, Jaron Krogel, Kayahan Saritas, Panchapakesan Ganesh, Paul Kent, Pascal Friederich, Vishu Gupta, Ankit Agrawal, Pratyush Tiwary, ichiro takeuchi, Robert Wexler, Arun Kumar Mannodi-Kanakkithodi, Avanish Mishra, Kangming Li, Adam Biacchi, Francesca Tavazza, Ben Blaiszik, Jason Hattrick-Simpers, Maureen E. Williams
Reproducibility and validation are major hurdles for scientific development across many fields. Materials science in particular encompasses a variety of
Created October 9, 2019, Updated March 27, 2023