Projects per year
Personal profile
Research interests
Physics & Astronomy - Chemical physics
Chemistry - Physical chemistry
Physics & Astronomy - Computational physics
Chemistry - Computational materials science
Chemistry - Water science
Chemistry - Deep carbon cycle
Chemical Engineering - Clean energy
Chemistry - Physical chemistry
Physics & Astronomy - Computational physics
Chemistry - Computational materials science
Chemistry - Water science
Chemistry - Deep carbon cycle
Chemical Engineering - Clean energy
Position Held
Program Director of MSc in Data-Driven Modeling
Associate Director of HKUST-KF Joint Laboratory for Sustainable Technologies
Associate Director of IAS Center for AI for Scientific Discoveries
Associate Director of HKUST-KF Joint Laboratory for Sustainable Technologies
Associate Director of IAS Center for AI for Scientific Discoveries
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
DSc in Condensed Matter Physics, DSc, Microbiology Chinese Academy of Sciences
2011
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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First-principles study of chemical reactions in C-H-O supercritical fluids under nanoconfinement
PAN, D. (PI)
1/01/26 → 31/12/28
Project: Research
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Nucleation and growth of ice under nanoconfinement: a combined in-situ liquid cell TEM and ab initio molecular dynamics study
LI, C. (CoI), PAN, D. (PI) & WANG, L. (PI)
1/01/25 → 31/12/28
Project: Research
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Spin Relaxation Management of Chiral Perovskites towards Efficient Spin Light-Emitting Diodes
MAO, L. (CoI), YANG, Y. (PI), PAN, D. (CoI) & LU, H. (PI)
1/01/25 → 31/12/28
Project: Research
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Joint Laboratory for Hydrogen Energy
CHEN, Q. (CoPI), PAN, D. (CoI), LU, H. (CoI), LAM, L. Y. F. (CoI), SHAO, M. (PI), GAO, P. (CoI), SHI, F. (CoI), XU, J. (CoI), ZHAO, T. (CoI), KIM, Y. (CoPI) & LU, Z. (CoI)
1/01/24 → 31/12/28
Project: Research
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Sampling Method for Statistical Physics using Deep Generative Models
1/01/24 → 31/12/26
Project: Research
Research output
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Ab Initio Vibrational Spectroscopy of Water and Aqueous Solutions in a Wide Pressure–Temperature Range
Li, T., Huang, J., Li, C., Zhang, C. & Pan, D., 1 May 2025, In: Wiley Interdisciplinary Reviews: Computational Molecular Science. 15, 3, e70017.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Deep Generative Modeling of the Canonical Ensemble with Differentiable Thermal Properties
Li, S. H., Zhang, Y. W. & Pan, D., 11 Jul 2025, In: Physical Review Letters. 135, 2, p. 27301 1 p.Research output: Contribution to journal › Journal Article › peer-review
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Enhancement of quantum coherence in solid-state qubits via interface engineering
Lo, W. K., Zhang, Y., Chow, H. Y., Wu, J., Leung, M. Y., Ho, K. O., Du, X., Chen, Y., Shen, Y., Pan, D. & Yang, S., Dec 2025, In: Nature Communications. 16, 1, 5984.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
First-principles machine-learning study of infrared spectra of methane under extreme pressure and temperature conditions
Liu, G., Huang, J., Hou, R. & Pan, D., 16 Jun 2025, In: Chemical Physics Letters. 869, 142036.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus) -
Publisher Correction: Imaging surface structure and premelting of ice Ih with atomic resolution (Nature, (2024), 630, 8016, (375-380), 10.1038/s41586-024-07427-8)
Hong, J., Tian, Y., Liang, T., Liu, X., Song, Y., Guan, D., Yan, Z., Guo, J., Tang, B., Cao, D., Guo, J., Chen, J., Pan, D., Xu, L. M., Wang, E. G. & Jiang, Y., 12 Jun 2025, In: Nature. 642, 8067, p. E18Research output: Contribution to journal › Comment/debate
Open Access
Awards
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Journal of Physics D: Applied Physics Emerging Leader
PAN, D. (Recipient), Oct 2021
Prize: Honorary Award
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Excellent Young Scientists Award (Hong Kong and Macau)
PAN, D. (Recipient), Nov 2020
Prize: Honorary Award
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2019 Deep Carbon Observatory Emerging Leader Award
PAN, D. (Recipient), Sept 2019
Prize: Other Research Award and Prize
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