Dr. Zhi-Hao Cui received his bachelor’s degree from Peking University in 2017 (under the supervision of Prof. Hong Jiang at Peking University and Prof. Anastassia Alexandrova at UCLA). After that, he obtained his Ph.D. in Theoretical Chemistry from Caltech in 2023 (under the supervision of Prof. Garnet Chan). He is currently a postdoctoral scholar at Columbia University (working with Prof. David Reichman).
Dr. Cui’s Ph.D. research has been focused on establishing a theoretical framework for simulations of high-temperature superconductors and other strongly correlated quantum materials. In particular, he is the leading author of several high-impact research works, including in the area of ab initio quantum embedding theories (density matrix embedding theory and dynamical mean-field theory), and the fully ab initio simulation of the magnetic and superconducting properties of high-temperature superconductors. His previous research includes the development of improved density functionals and their application to solar-energy conversion materials, and to study catalysis at surfaces and interfaces. He is now working on electron-boson coupled systems, such as polariton and polaron chemistry.
Research Interests
Strongly-correlated electronic states in moiré materials.
Education
- Ph.D., Chemical Physics, Columbia University, anticipated 2026 (Advisor: David R. Reichman)
- B.S., Physics. Caltech, 2021 (Advisor: Garnet K. Chan)
Honors
- 2022-2023 Jack Miller Teaching Award
- 2022-2023 Blanche R. and David Kasindorf Fellowship Fund in Physical Chemistry, Columbia University
- 2020 John Stauffer SURF Fellowship, Caltech
Publications
For an up-to-date publication list, see Google Scholar.
Research Interests
- Neural quantum states
- Glassy dynamics
- Dynamic mode decomposition
Education
- Ph.D., Chemical Physics, Columbia University, anticipated 2027 (Advisor: David Reichman)
- M.Phil., Chemistry, University of Cambridge, 2022 (Advisor: Angelos Michaelides)
- B.S., Computer Science, B.S., Biochemistry, University of Maryland College Park, 2021 (Advisor: Pratyush Tiwary)
Honors
- DOE CSGF, 2023
- Churchill Scholarship, 2021
- Goldwater Scholarship, 2020
- Banneker/Key Scholarship (University of Maryland), 2017
Publications
For an up-to-date publication list, see Google Scholar.
- P Ravindra, XR Advincula, C Schran, A Michaelides, V Kapil, Quasi-one-dimensional hydrogen bonding in nanoconfined ice. Nature Communications 15 (1), 7301.
- Z Smith, P Ravindra, Y Wang, R Cooley, P Tiwary, Discovering Protein Conformational Flexibility through ArtificialIntelligence-Aided Molecular Dynamics. J. Phys. Chem. B 124, 8221-8229 (2020).
- P Ravindra, Z Smith, P Tiwary, Automatic mutual information noise omission (AMINO): generating order parameters for molecular systems. Mol. Syst. Des. Eng. 5, 339-348 (2020).
Research Interests
Quantum dynamics in disordered systems; many-body localization and thermalization; master equations.
Education
- Ph.D., Physics, University of California, Berkeley, 2021 (Advisor: Eran Rabani)
- B.S., Physics and Mathematics, University of Maryland, College Park, 2016
Publications
See the arXiv.
David Reichman is currently the Centennial Professor of Chemistry at Columbia University. He received his B.A. in Physics at the University of Chicago in 1992 and his Ph.D. in Chemistry at MIT in 1997 where he was an AFOSR Fellow working under the direction of Robert Silbey. From 1997 to 1999, he was a NIH Postdoctoral Fellow at the University of Utah working under the direction of Greg Voth.
Reichman started his independent career in 1999 as an Assistant Professor in the Department of Chemistry and Chemical Biology at Harvard. In 2003, he was promoted to the rank of John L. Loeb Associate Professor of the Natural Sciences and then the rank of Professor with tenure in 2004, before moving to Columbia University in the same year. In 2005, he shared the Raymond and Beverly Sackler Prize in the Physical Sciences with Christopher Jarzynski and Christoph Dellago "for their ground breaking developments in statistical mechanics and seminal contributions to the dynamics of disordered condensed matter." Reichman has also received an Alfred P. Sloan Fellowship, a Camille Dreyfus Teacher-Scholar Award, the NSF CAREER award, the 2017 ACS Division of Physical Chemistry Award in Theoretical Chemistry, and was elected as a Fellow of the American Academy of Arts and Sciences in 2018. He served as Chemistry Department Chair from 2017 to 2020 and has served as an Associate Editor of the Journal of Chemical Physics since 2017.
Ankit did his Ph.D. in chemical physics at University of Colorado, Boulder. He is interested in developing efficient algorithms for accurate simulations of electronic systems with strong interactions. He has worked on various Monte Carlo techniques to efficiently sample processes in the Hilbert spaces that electrons seem to inhabit. He did his undergraduate studies at IIT Bombay, majoring in physics with a minor in computer science. During his undergrad, he dabbled in nonlinear dynamics of potentials in neurons and quantum nuclear dynamics. He joined the Reichman group in 2022 as a postdoctoral research scientist.
Alumni
Stefan Andreev
Stefan was a graduate student at Harvard from 2000-2005. He is currently a Senior Vice President at Two Sigma.
Dissertation: Hydrophobicity, elasticity, and glassiness: the simulation of complex cooperative processes.
Marco Baity-Jesi
Marco was a postdoc at Columbia from 2017-2019. He is now a Group Leader at ETH Eawag in Zürich, Switzerland.
Yevgeny Bar Lev
Yevgeny was a postdoc at Columbia from 2012-2017. He is now an Associate Professor in the physics department at Ben-Gurion University of the Negev in Beersheba, Israel.
Timothy Berkelbach
Tim was a graduate student at Columbia from 2009-2014. He is now an Associate Professor of Chemistry at Columbia University and Co-Director of the Initiative for Computational Catalysis at the Flatiron Institute.
Dissertation: Microscopic theories of excitons and their dynamics.
Chitrak Bhadra
Chitrak was a postdoc at Columbia from 2019-2021. He is currently a postdoc at Bar-Ilan University in Tel Aviv, Israel.
Eric Yisroel Brumer
Yisroel was a graduate student at Harvard from 1999-2003. He is now a Co-Founder and the CEO of DEFCON AI, a Founding Partner of Red Cell Partners (DEFCON AI’s parent company), and a Co-Founder and the founding CEO of Zephyr AI.
Dissertation: Quantum and classical statistical mechanics of rough energy landscapes.
Matthew Carbone
Matt was a graduate student at Columbia from 2016-2021. He is now an Assistant Computational Scientist at Brookhaven National Laboratory.
Dissertation: Dynamical processes in the condensed phase: methods and models.
Yao-Wen Chang
Yao-Wen was a postdoc at Columbia from 2017-2019. He is currently a postdoc in the Physics Division at the National Center for Theoretical Sciences, Taipei, Taiwan.
Andrés Montoya-Castillo
Andrés was a graduate student at Columbia from 2011-2016. He is now an Assistant Professor of Chemistry at the University of Colorado Boulder.
Dissertation: Generalized quantum master equations: getting more for less.
Patrick Charbonneau
Patrick was a graduate student at Harvard from 2001-2006. He is currently a Professor of Chemistry and Physics at Duke University.
Dissertation: Theory and simulation of equilibrium and out-of-equilibrium behavior in glasses and gels.
Andrey Chaves
Andrey was a visiting scholar at Columbia from 2015-2016. He is an Assistant Professor in the Physics Department at the Federal University of Ceará, Fortaleza, Brazil.
Hsing-Ta (Theta) Chen
Theta was a graduate student at Columbia from 2011-2016. He is currently an Assistant Professor of Chemistry at the University of Notre Dame.
Dissertation: Delving into dissipative quantum dynamics: from approximate to numerically exact approaches.
Guy Cohen
Guy was a postdoc at Columbia from 2012-2015. He is now an Associate Professor of Chemistry at Tel Aviv University.
James Farris Dama
James was a Simons Junior Fellow at Columbia from 2016-2017. He currently works at a Bay Area startup focused on high-skill training.
Rajiah Aldrin Denny
Denny was a postdoc at Harvard from 2000-2003. He is now Senior Vice President and Head of Computational Sciences at HotSpot Therapeutics, Inc. in Cambridge, MA.
Richard Darst
Richard was a graduate student at Columbia from 2007-2012. He is currently a Staff Scientist at Aalto University in Espoo, Finland.
Dissertation: Lattice models of glasses and Potts models for community detection.
Param Dhillon
Param was a graduate student at Harvard from 2002-2007. She is now a Senior Data Scientist at Tatari.
Dissertation: Slow dynamics and aging in metastable systems.
Kateri DuBay
Kateri was a postdoc at Columbia from 2010-2014. She is currently an Associate Professor of Chemistry at the University of Virginia.
Ian Dunn
Ian was a graduate student at Columbia from 2014-2019. He is currently a Senior Mechanical Analysis Engineer at ASML in Wilton, CT.
Dissertation: Quantum Dynamics of Interacting Electrons and Phonons: Applications and Theoretical Developments.
Joel Eaves
Joel was a postdoc at Columbia from 2005-2009. He is now Professor of Chemistry at the University of Colorado, Boulder.
Florian Elste
Florian was a joint postdoc with Andy Millis at Columbia from 2009-2011. He is now an analyst with Deutsche Bank in Berlin, Germany.
Andrei Golosov
Andrei was a postdoc at Harvard from 1999-2002. He is currently a research scientist at Novartis.
Glen Hocky
Glen was a graduate student at Columbia from 2009-2014. He is now an Assistant Professor at New York University.
Dissertation: Connections between structure and dynamics in model supercooled liquids.
Liesbeth M. C. Janssen
Liesbeth was a postdoc at Columbia from 2012-2015. She is now an Associate Professor of Applied Physics at Eindhoven University of Technology in Eindhoven, Netherlands.
Dmytro Khomenko
Dmytro was a postdoc at Columbia from 2019-2021. He is currently a postdoc in physics at Sapienza University of Rome, Italy.
Benedikt Kloss
Benedikt was a graduate student at Columbia from 2016-2021. He is currently a postdoc in the Center for Computational Quantum Physics at the Flatiron Institute.
Dissertation: Numerically exact quantum dynamics of low-dimensional lattice systems.
Jens Kunstmann
Jens was an EFRC postdoc in the group from 2012-2013. He is currently a software developer at Carl Zeiss Digital Innovation GmbH in Dresden, Germany.
Joonho Lee
Joonho was a postdoc at Columbia from 2019-2023. He is now an Assistant Professor of Chemistry at Harvard University.
Martina Lessio
Martina was a Columbia Science Fellow from 2017-2018. As part of her fellowship, she was part of a team of scientists teaching the Frontiers of Science course at Columbia while conducting research in the group. Martina is now a Scientia Senior Lecturer at the University of New South Wales in Sydney, Australia.
Bin Li
Bin was a postdoc at Columbia from 2014-2016. He is now Director of Bioinformatics Center at the National Institute of Biological Sciences in Beijing, China.
Nan Lin
Nan was a joint graduate student with Andy Millis at Columbia from 2006-2012. She is now working as a Senior Software Engineer at Google.
Chen Liu
Chen was a postdoc at Columbia from 2021-2023. He is currently at the Innovation and Research Division, Ge-Room, Inc.
Lachlan Lindoy
Lachlan was a postdoc at Columbia from 2020-2023. He is currently a Higher Research Scientist at National Physical Laboratory in England.
Arkajit Mandal
Arkajit was a postdoc at Columbia from 2021-2024. He is now an Assistant Professor of Chemistry at Texas A&M University.
Peter Mayer
Peter was a postdoc at Columbia from 2005-2009. He is currently Vice President of Research and Development at ThinkEco, Inc in New York.
Matthew Mayers
Matthew was a graduate student at Columbia from 2013-2018. He is currently a Software Engineer at Google.
Dissertation: Electronic properties of next-generation semiconductors.
Kunimasa Miyazaki
Kuni was a postdoc at Harvard from 2002-2006. He is now a Professor of Physics at Nagoya University, Japan.
Debora Monego
Debora was a postdoc at Columbia from 2020-2023. She is currently a Postdoctoral Researcher at the Heidelberg Institute for Theoretical Studies in Germany.
Soumyodipto Mukherjee
Soumyo was a graduate student at Columbia from 2013-2018. He is now a Senior Imaging Scientist at Intel.
Dissertation: Algorithms for Discrete and Continuous Quantum Systems
Arun Nanduri
Arun was a graduate student at Columbia from 2013-2015.
Haimi was a graduate student at Columbia from 2020-2025.
Lucia Palova
Lucia was a postdoc at Columbia from 2010-2013. She is now a manager and data scientist at Prudential Financial in Newark, NJ.
Heidi Perry
Heidi was a a graduate student at Columbia from 2004-2008. She is currently a Principle Data Science Engineer at Hussmann in Portland, Oregon.
Dissertation: Dynamical heterogeneities in sols and supercooled liquids.
Hung Q. Pham
Hung was a postdoc at Columbia from 2021-2022. He is now a Research Scientist at ByteDance.
Sy Redding
Sy was a graduate student at Columbia from 2009-2015. He is currently an Assistant Professor at the University of Massachusetts Chan Medical School.
Dissertation: Winning the cellular lottery: how proteins reach and recognize targets in DNA.
Paul J. (PJ) Robinson
PJ was a graduate student at Columbia from 2018-2023. He is now a Beckman Postdoctoral Research Fellow at Harvard University.
Dissertation: Structure and dynamics in electron-phonon coupled materials.
Brenda Rubenstein
Brenda was a graduate student at Columbia from 2008-2013. She is now an Associate Professor of Chemistry and Physics at Brown University.
Dissertation: Novel Quantum Monte Carlo approaches for quantum liquids.
Sambuddha Sanyal
Sambuddha was a postdoc at Columbia from 2018-2019. He is currently an Assistant Professor at the Indian Institute of Science Education and Research (IISER) in Tirupati, India.
Marco Schiró
Marco was a postdoc at Columbia from 2013-2014. He is now a Research Scientist at CNRS in the Institut de Physique Theorique (IPhT) of CEA in France.
Dvira Segal
Dvira was a postdoc at Columbia from 2006-2007. She is currently a Professor of Chemistry at the University of Toronto.
James Shee
James was a graduate student at Columbia from 2014-2019. He is currently an Assistant Professor of Chemistry at Rice University.
Jun Shimada
Jun was a research scientist at Columbia from 2005-2007. He is currently Founder and CTO of FutureAir and a consultant for Con Edison in New York.
Carl Smith
Carl was a graduate student at Columbia from 2008-2013. He is currently a Senior Principal Software Engineer at Oracle.
Dissertation: Low-rank graphical models and Bayesian inference in the statistical analysis of noisy neural data.
John Sous
John was a joint postdoc with Andy Millis at Columbia from 2019-2022. He is currently an Assistant Professor of Chemistry at the University of California, San Diego.
Roel Tempelaar
Roel was a postdoc at Columbia from 2016-2019. He is currently an Assistant Professor of Chemistry at Northwestern University.
Troy van Voorhis
Troy was a joint postdoc with Eric Heller at Harvard from 2001-2003. He is currently the Haslam and Dewey Professor of Chemistry at MIT.
Kuljit Virk
Kuljit was a joint postdoc in the group with Mark Hybertsen at Columbia from 2010-2012. He is currently a Senior Research Scientist Manager at KLA-Tencor in Milpitas, CA.
John (Jack) L. Weber
Jack was a graduate student at the group from 2018-2023. He is currently a senior scientist at Schrodinger.
Dissertation: Developments in Auxiliary Field Quantum Monte Carlo for Molecules
Dominika Zgid
Dominika was a joint postdoc with Andy Millis at Columbia from 2011-2012. She is now a Professor of Chemistry at the University of Michigan.