Stefano Curtarolo

Edmund T. Pratt Jr. School Distinguished Professor of Mechanical Engineering and Materials Science

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.

Appointments and Affiliations

  • Edmund T. Pratt Jr. School Distinguished Professor of Mechanical Engineering and Materials Science
  • Professor in the Thomas Lord Department of Mechanical Engineering and Materials Science
  • Director of the Center for Autonomous Materials Design
  • Professor in the Department of Electrical and Computer Engineering
  • Professor in the Department of Physics

Contact Information

  • Office Location: 144 Hudson Hall, Box 90300, Durham, NC 27708
  • Office Phone: +1 919 660 5506
  • Websites:

Education

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

Research Interests

Artificial Intelligence Materials Science; Autonomous Materials Design; Computational materials science; High-Entropy Disordered Systems; Materials for Energy Applications; Materials for Aerospace Applications. Prof. Curtarolo multidisciplinary research makes use of state-of-the-art techniques from fields like materials science, chemistry, physics, quantum mechanics, mathematics and computer science.

Awards, Honors, and Distinctions

  • Clarivate Analytics Highly Cited Researcher. Clarivate Analytics. 2021
  • High Performance, Computing Modernization Program Flagship Award. DOD-HPC. 2021
  • Distinguished Visiting Professorship. Max-Plank Society, Fritz-Haber Instittue, Berlin. 2018
  • Friedrich Wilhelm Bessel Research Award. Alexander von Humboldt-Foundation. 2016
  • DOD-MURI Award, The Science of Entropy Stabilized Ultra-High Temperature Materials. Duke University, NCSU, UCSD, UVA. 2015
  • Fellow. American Physical Society. 2013
  • Stansell Distinguished Research Award. Duke University. 2013
  • DOD-MURI Award, Topological decompositions and spectral sampling algorithms for elements substitution in critical technologies. Duke University, UMD, UNT, CMU, BYU. 2013
  • MRS Silver Medal Graduate Student Award. Materials Research Society. 2008
  • Best Paper Award. CALPHAD (Computer Coupling of Phase Diagrams and Thermochemistry). 2008
  • NSF Early CAREER Award. National Science Foundation. 2008
  • ONR Young Investigator Program Award. Office of Naval Research. 2008
  • Presidential Early Career Awards for Scientists and Engineers. President of the United States of America. 2007
  • Faculty Early Career Development (CAREER) Program. National Science Foundation. 2007

Courses Taught

  • ME 592: Research Independent Study in Mechanical Engineering or Material Science
  • ME 555: Advanced Topics in Mechanical Engineering
  • ME 221L: Structure and Properties of Solids
  • EGR 95FS: First Year seminar in Focus
  • EGR 101L: Engineering Design and Communication

In the News

Representative Publications

  • Divilov, S., H. Eckert, C. Toher, R. Friedrich, A. C. Zettel, D. W. Brenner, W. G. Fahrenholtz, et al. “A priori procedure to establish spinodal decomposition in alloys.” Acta Materialia 266 (March 1, 2024). https://doi.org/10.1016/j.actamat.2024.119667.
  • Chen, H., S. Samanta, S. Zhu, H. Eckert, J. Schroers, S. Curtarolo, and A. van de Walle. “Bayesian active machine learning for Cluster expansion construction.” Computational Materials Science 231 (January 5, 2024). https://doi.org/10.1016/j.commatsci.2023.112571.
  • Smith, S. M., W. G. Fahrenholtz, G. E. Hilmas, and S. Curtarolo. “Thermodynamic analysis of metal segregation in dual phase high entropy ceramics.” Journal of Materiomics, January 1, 2024. https://doi.org/10.1016/j.jmat.2023.12.007.
  • Friedrich, Rico, and Stefano Curtarolo. “AFLOW-CCE for the thermodynamics of ionic materials.” The Journal of Chemical Physics 160, no. 4 (January 2024): 042501. https://doi.org/10.1063/5.0184917.
  • Toher, C., and S. Curtarolo. “AFLOW for Alloys.” Journal of Phase Equilibria and Diffusion, January 1, 2024. https://doi.org/10.1007/s11669-024-01084-0.