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From Wikipedia, the free encyclopedia

Heather J. Kulik is an American computational materials scientist and engineer who is an associate professor of chemical engineering at the Massachusetts Institute of Technology. Her research considers the computational design of new materials and the use of artificial intelligence to predict material properties.

Early life and education

Kulik earned her bachelor's degree in Chemical Engineering at Cooper Union in 2004. She moved to the Massachusetts Institute of Technology for her graduate studies, where she joined the Department of Materials Science and Engineering and worked under the supervision of Nicola Marzari.[1] During her doctoral research, she introduced a Hubbard U term to density functional theory calculations, which improved the study of transition metal complexes.[2] Density functional theory allows for the prediction and study of new materials with limited computational cost. Amongst these materials, Kulik concentrated on transition metal complexes, as their highly localized electrons make the unphysical decollimation that occurs in the simplifications of DFT inappropriate.[2] She graduated in 2009 with her Ph.D. in Materials Science and Engineering.

Kulik then conducted postdoctoral research with Felice Lightstone at the Lawrence Livermore National Laboratory. She then worked alongside Todd Martínez at Stanford University and Judith Klinman at the University of California, Berkeley on the large-scale electronic structures of biomolecules.[3]

Research and career

In 2013, Kulik joined the faculty at the Massachusetts Institute of Technology as the Joseph R. Mares Career Development Chair.[3] She specializes in computational modeling and artificial intelligence to accelerate the discovery of new materials and catalysts. In particular, Kulik develops new strategies to improve the accuracy of density functional theory.[4][5]

Awards and honors

Selected publications

  • Heather J Kulik; Matteo Cococcioni; Damian A Scherlis; Nicola Marzari (5 September 2006). "Density functional theory in transition-metal chemistry: a self-consistent Hubbard U approach". Physical Review Letters. 97 (10): 103001. arXiv:cond-mat/0608285. Bibcode:2006PhRvL..97j3001K. doi:10.1103/PHYSREVLETT.97.103001. ISSN 0031-9007. PMID 17025809. Wikidata Q51122974.
  • Jon Paul Janet; Heather J Kulik (17 May 2017). "Predicting electronic structure properties of transition metal complexes with neural networks". Chemical Science. 8 (7): 5137–5152. arXiv:1702.05771. doi:10.1039/C7SC01247K. ISSN 2041-6520. PMC 6100542. PMID 30155224. Wikidata Q62741716.
  • Heather J Kulik (1 June 2015). "Perspective: Treating electron over-delocalization with the DFT+U method". The Journal of Chemical Physics. 142 (24): 240901. doi:10.1063/1.4922693. ISSN 0021-9606. PMID 26133400. Wikidata Q85508460.
  • Jon Paul Janet; Heather J. Kulik (19 May 2020). Machine Learning in Chemistry. doi:10.1021/ACS.INFOCUS.7E4001. ISBN 978-0-8412-9900-9. Wikidata Q106293390.

References

  1. ^ a b "Novartis Early Career Award: K. L. Hull / Leipziger Universitätsmedaille: E. Hey-Hawkins / Karl Ziegler Guest Professorship: K. Nozaki / Clara Immerwahr Award: M. Escudero-Escribano / Marion Milligan Mason Awards: V. E. Ferry, S. K. Fullerton, L. C. Hsiao, H. J. Kulik, C. S. Schindler". Angewandte Chemie International Edition. 58 (10): 2940–2941. 2019. doi:10.1002/anie.201900118. ISSN 1521-3773. PMID 30680909. S2CID 195661478.
  2. ^ a b Kulik, Heather J (2009). First-principles transition-metal catalysis: efficient and accurate approaches for studying enzymatic systems (Thesis). OCLC 428134616.
  3. ^ a b "Joseph R. Mares '24 Career Development Professor in Chemical Engineering". MIT.
  4. ^ "hjkgrp.mit.edu | Kulik group at MIT". hjkgrp.mit.edu. Retrieved 2021-03-30.
  5. ^ "Resnick | Symposium". archive.resnick.caltech.edu. Retrieved 2021-03-30.
  6. ^ "Heather Kulik featured as I&ECR 2017 Class of Influential Researchers – MIT Chemical Engineering". Retrieved 2021-03-30.
  7. ^ Savage, Phillip E. (2017-09-27). "Announcing the 2017 Class of Influential Researchers". Industrial & Engineering Chemistry Research. 56 (38): 10515. doi:10.1021/acs.iecr.7b03758. ISSN 0888-5885.
  8. ^ a b "Heather Kulik earns DARPA Director's Fellowship – MIT Chemical Engineering". Retrieved 2021-03-30.
  9. ^ "Meet the 2019 Recipients of The Journal of Physical Chemistry and PHYS Division Lectureship Awards". ACS Axial. 2019-07-02. Retrieved 2021-03-30.
  10. ^ "Heather Kulik wins the 2019 NSF CAREER Award – MIT Chemical Engineering". Retrieved 2021-03-30.
  11. ^ "AAAS Marion Milligan Mason Award Recipients | American Association for the Advancement of Science". www.aaas.org. Retrieved 2021-03-30.
  12. ^ "Saville Lectures | Chemical and Biological Engineering". cbe.princeton.edu. Retrieved 2021-03-30.
  13. ^ "Eight from MIT named 2021 Sloan Research Fellows". MIT News | Massachusetts Institute of Technology. Retrieved 2021-03-30.
This page was last edited on 6 May 2024, at 06:31
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