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Stefano Curtarolo

Edmund T. Pratt Jr. School Distinguished Professor of Mechanical Engineering and Materials Science
Thomas Lord Department of Mechanical Engineering and Materials Science
144 Hudson Hall, Box 90300, Durham, NC 27708-0300
144 Hudson Hall, Box 90300, Durham, NC 27708

Overview


RESEARCH FIELDS

  • Artificial Intelligence Materials Science
  • Autonomous Materials Design
  • Computational Materials Science
  • High-Entropy Disordered and Amorphous Systems
  • Materials for Energy Applications
  • Materials for Aerospace Applications
  • Materials for Deep Space Exploration

The research is multidisciplinary and makes use of state of the art techniques from fields like materials science, chemistry, physics, quantum mechanics, mathematics and computer science.

Current Appointments & Affiliations


Edmund T. Pratt Jr. School Distinguished Professor of Mechanical Engineering and Materials Science · 2021 - Present Thomas Lord Department of Mechanical Engineering and Materials Science, Pratt School of Engineering
Professor in the Thomas Lord Department of Mechanical Engineering and Materials Science · 2012 - Present Thomas Lord Department of Mechanical Engineering and Materials Science, Pratt School of Engineering
Director of the Center for Extreme Materials · 2025 - Present Pratt School of Engineering
Professor in the Department of Physics · 2012 - Present Physics, Trinity College of Arts & Sciences
Professor in the Department of Electrical and Computer Engineering · 2013 - Present Pierre R. Lamond Department of Electrical and Computer Engineering, Pratt School of Engineering

In the News


Published August 13, 2024
Materials Scientist Stefano Curtarolo Elected to the European Academy of Sciences
Published January 11, 2024
Computational Method Discovers New Materials for Extreme Environments
Published November 16, 2023
Which Duke Scholars Made the Most Cited List?

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Recent Publications


Disorder viscosity correction approach to calculate spinodal temperature and wavelength

Journal Article Acta Materialia · April 15, 2026 Spinodal decomposition, a key mechanism of microstructure formation in materials, has long posed challenges for predictive modeling, due to the need for parameter-free approaches that accurately capture local energy landscapes. In this work, we propose an ... Full text Cite

A software package for generating robust and accurate potentials using the moment tensor potential framework

Journal Article Computer Physics Communications · March 1, 2026 We present the Plan for Robust and Accurate Potentials (PRAPs), a software package for training and using moment tensor potentials (MTPs) in concert with the Machine Learned Interatomic Potentials (MLIP) software package. PRAPs provides an automated workfl ... Full text Cite

Terahertz Volume Plasmon-Polariton Modulation in All-Dielectric Hyperbolic Metamaterials

Journal Article Advanced Optical Materials · February 16, 2026 The development of plasmonics and related applications in the terahertz range faces limitations due to the intrinsic high electron density of the standard metals. All-dielectric systems are profitable alternatives, which allows for customized modulation of ... Full text Cite
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Recent Grants


DETER: Disrupting Electron Transport to Minimize Thermal Conductivity

ResearchPrincipal Investigator · Awarded by Missouri University of Science and Technology · 2024 - 2027

Transition States Algorithms for the AFLOW Encyclopedia of Crystallographic Prototypes

ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2024 - 2027

Hyberbolic Plasmonic High-Entropy Carbo-nitrides

ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2023 - 2026

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Education


Massachusetts Institute of Technology · 2003 Sc.D.
Pennsylvania State University · 1999 M.S.
University of Padua (Italy) · 1998 M.S.
University of Padua (Italy) · 1995 M.S.