Publications
Representative Publications
"Efficient crystal structure prediction based on the symmetry
principle"
Nature Computational Science, 5, 255–267
(2025).
"Phase transitions and dimensional cross-over in layered
confined solids"
PNAS 122, e2502980122 (2025).
"Nanosecond structural evolution in shocked coesite"
Science Advances 11, eads3139 (2025).
"E(n)-Equivariant cartesian tensor message passing
interatomic potential"Nature Communications 15, 7607 (2024).
"General-purpose machine-learned potential for 16 elemental
metals and their alloys"Nature Communications 15, 10208 (2024).
"Record-High Superconducting Transition Temperature in a
Ti1–xMnx Alloy with the Rich Magnetic Element Mn"J. Am. Chem. Soc. 146, 30, 21110–21119
(2024).
"All-Single Bonds Fused N18 Macro-Rings and N8 Cagelike
Building Blocks Stabilized in Lanthanum Supernitrides"J. Am. Chem. Soc. 146, 41, 28174–28181
(2024).
"Double-Shock Compression Pathways from Diamond to BC8
Carbon"
Phys. Rev. Lett. 131, 146101 (2023).
"Record High 36 K Transition Temperature to the
Superconducting State of Elemental Scandium at a Pressure of
260 GPa"
Phys. Rev. Lett. 130, 256002 (2023).
"Magnesium oxide-water compounds at megabar pressure and
implications on planetary interiors"
Nature Communications 14, 1165 (2023).
"Excitonic insulator to superconductor phase transition in
ultra-compressed helium"
Nature Communications 14, 4458 (2023).
"Collective motion in hcp-Fe at Earth's inner core
conditions"
Proc. Natl. Acad. Sci. U.S.A. 120,
e2309952120 (2023).
"MAGUS: machine learning and graph theory assisted universal
structure searcher"
National Science Review 10, nwad128,
(2023).
"Pressure Stabilized Lithium-Aluminum Compounds with Both
Superconducting and Superionic Behaviors"
Phys. Rev. Lett. 129, 246403 (2022).
"Superionic Silica-Water and Silica-Hydrogen Compounds in the
Deep Interiors of Uranus and Neptune"
Phys. Rev. Lett. 128, 035702 (2022).
"Mixed coordination silica at megabar pressure"
Phys. Rev. Lett. 126, 035701 (2021).
"Electronically driven 1D cooperative diffusion in a simple
cubic crystal"
Phys. Rev. X 11, 011006 (2021).
"Tungsten hexanitride with single-bonded armchair-like
hexazine structure at high pressure"
Phys. Rev. Lett. 126, 065702 (2021).
"Plastic and Superionic Helium Ammonia Compounds under High
Pressure and High Temperature"
Phys. Rev. X, 10, 021007 (2020).
"Coexistence of plastic and partially diffusive phases in a
helium-methane compound"
National Science Review 7, 1540 (2020).
"Multiple superionic states in helium-water compounds"
Nature Physics, 15, 1065 (2019).
"Superconducting single-layer T-graphene and novel synthesis
routes"
Chin. Phys. Lett. (Express letter) 36,
097401 (2019).
"A novel superhard tungsten nitride predicted by
machine-learning accelerated crystal structure search"
Sci. Bull. 63, 817 (2018).
"Pressure-induced new topological Weyl Semimetal phase in
TaAs"
Phys. Rev. Lett. 117, 146402 (2016).
"Pressure-induced superconductivity in a three-dimensional
topological material ZrTe5"
Proc. Natl. Acad. Sci. U.S.A. 113, 2904
(2016).
"Understanding THz Spectra of Aqueous Solutions: Glycine in
Light and Heavy Water"
J. Am. Chem. Soc. 136, 5031 (2014).
"Stable all nitrogen metallic salt at terapascal
pressures"
Phys. Rev. Lett. 111, 175502 (2013).
"Persistence and eventual demise of oxygen molecules at
terapascal pressures"
Phys. Rev. Lett. 108, 045503 (2012).
"Controlling the Bonding and Band Gaps of Solid Carbon
Monoxide with Pressure"
Phys. Rev. Lett. 106, 145502 (2011).
"High Pressure Polymeric Phases of Carbon Dioxide"
Proc. Natl. Acad. Sci. U.S.A. 106, 6077
(2009).
Full List
2025
"Efficient crystal structure prediction based on the symmetry
principle"Nature Computational Science 5, 255
(2025).
"Phase transitions and dimensional cross-over in layered
confined solids"
PNAS 122, e2502980122 (2025).
"Nanosecond structural evolution in shocked coesite"
Science Advances 11, eads3139 (2025).
"Prediction on a Missing Ferroelectric Butterfly Phosphorus
Allotrope and Its Energy-Favorable Low-Dimensional Forms"J. Phys. Chem. Lett. 16, 2029 (2025).
2024
"E(n)-Equivariant cartesian tensor message passing
interatomic potential"
Nature Communications 15, 7607 (2024).
"General-purpose machine-learned potential for 16 elemental
metals and their alloys"
Nature Communications 15, 10208 (2024).
"Record-High Superconducting Transition Temperature in a
Ti1–xMnx Alloy with the Rich Magnetic Element Mn"
J. Am. Chem. Soc. 146, 30, 21110–21119
(2024).
"All-Single Bonds Fused N18 Macro-Rings and N8 Cagelike
Building Blocks Stabilized in Lanthanum Supernitrides"
J. Am. Chem. Soc. 146, 41, 28174–28181
(2024).
"Two-Dimensional M-Chalcogene Family with Tunable
Superconducting, Topological, and Magnetic Properties"
Nano Lett., 24, 9953 (2024).
"Superconductivity in Monolayer Carbon Allotropes with High
Thermal Stability"
Nano Lett. 24, 38, 11865–11872 (2024).
"Superconductivity up to 14.2 K in MnB4 Under Pressure"
Adv. Mater. 2024, 2416882 (2024).
"Quasi-2D spin-Peierls transition through interstitial
anionic electrons in K(NH3)2"
Science Bulletin 69, 1027-1036 (2024).
"Shock compression pathways to pyrite silica from machine
learning simulations"
Phys. Rev. B 110, 224101 (2024).
"Crystal structure prediction of lithium-beryllium alloys
under pressure with distinctive electronic and dynamic
behaviors"
Phys. Rev. B 110, 174101 (2024).
"Prediction of ambient superconductivity in ternary
thorium-silicon superhydrides with a breathing kagome
lattice"
Phys. Rev. B 110, 024513 (2024).
"Superconducting, plastic, and superionic states driven by
four-membered lithium rings in a high-pressure lithium-lead
compound"
Phys. Rev. B 109, L180507 (2024).
"Topological electride of 𝑡-YCl"
Phys. Rev. Research 6, 023249 (2024).
"Enhancement of superconducting transition temperature and
exotic stoichiometries in the Lu−S system under high
pressure"
Phys. Rev. Research 6, 023177 (2024).
2023
"Double-Shock Compression Pathways from Diamond to BC8
Carbon"Phys. Rev. Lett. 131, 146101 (2023).
"Magnesium oxide-water compounds at megabar pressure and
implications on planetary interiors"Nature Communications 14, 1165 (2023).
"Excitonic insulator to superconductor phase transition in
ultra-compressed helium"Nature Communications 14, 4458 (2023).
"Record High 36 K Transition Temperature to the
Superconducting State of Elemental Scandium at a Pressure of
260 GPa"Phys. Rev. Lett. 130, 256002 (2023).
"MAGUS: machine learning and graph theory assisted universal
structure searcher"National Science Review 10, nwad128,
(2023).
"Collective motion in hcp-Fe at Earth's inner core
conditions"PNAS 120, e2309952120 (2023).
"Modulating Charge-Density Wave Order and Superconductivity
from Two Alternative Stacked Monolayers in a Bulk 4Hb-TaSe2
Heterostructure via Pressure"
Nano Lett. 23 (6), 2121–2128 (2023).
"Absence of near-ambient superconductivity in LuH2±xNy"
Nature, 620, 72–77 (2023).
"Purely single-bonded spiral nitrogen chains stabilized by
trivalent lanthanum ions"
J. Chem. Phys. 159, 184703 (2023).
"Prediction of surface reconstructions using MAGUS"
J. Chem. Phys. 158, 174109 (2023).
"Pressure-induced ferroelectric and anti-ferroelectric phase
transitions in LaN"
Sci. China-Phys. Mech. Astron. 66, 228211
(2023).
"Single-bonded nitrogen chain and porous nitrogen layer via
Ce–N compounds"
Mater. Adv. 4, 2162 (2023).
"Pressure-Induced Superconductivity and Topological Quantum
Phase Transitions in the Topological Semimetal ZrTe2"
Adv. Sci. 2023, 2301332 (2023).
"Pressure-induced superconductivity in topological
heterostructure (PbSe)5(Bi2Se3)6"
Sci. China Mater. 66, 2822–2828 (2023).
2022
"Pressure Stabilized Lithium-Aluminum Compounds with Both
Superconducting and Superionic Behaviors"
Phys. Rev. Lett. 129, 246403 (2022).
"Superionic Silica-Water and Silica-Hydrogen Compounds in the
Deep Interiors of Uranus and Neptune"
Phys. Rev. Lett. 128, 035702 (2022).
"Metallic Aluminum Suboxides with Ultrahigh Electrical
Conductivity at High Pressure"
Research 2022, 9798758 (2022).
"Partially Diffusive Helium-Silica Compound under High
Pressure"
Chin. Phys. Lett. 39, 076101 (2022).
(Express Letter)
"High Energy Density Polymeric Nitrogen Nanotubes inside
Carbon Nanotubes"
Chin. Phys. Lett. 39, 036101 (2022).
(Express Letter)
"Temperature-induced electride transition in dense
lithium"
Phys. Rev. B 105, 214101 (2022).
"Electronic and superconducting properties of hydrogenated
graphene from first-principles calculations"
New J. Phys. 24, 113013 (2022).
"Atomic-Scale Pentagraphene Ribbons Stabilized with Alkali
Metals under Moderate Pressures"
Inorg. Chem. 61, 18229–18237 (2022).
"Route to a novel tetragonal carbon allotrope via
T-carbon"
Diamond & Related Materials 124, 108895
(2022).
"GPUMD: A package for constructing accurate machine-learned
potentials and performing highly efficient atomistic
simulations"
J. Chem. Phys. 157, 114801 (2022).
"High-energy-density metal nitrides with armchair chains"
Matter and Radiation at Extremes 7, 038402
(2022).
"Pressure-induced phase transitions in the Zr𝑋𝑌 (𝑋 = Si, Ge,
Sn; 𝑌 = S, Se, Te) family compounds"
Chin. Phys. B 31, 056201 (2022).
"Critical topology and pressure-induced superconductivity in
the van der Waals compound AuTe2Br"
npj Quantum Materials 7, 93 (2022).
2021
"Mixed coordination silica at megabar pressure"
Phys. Rev. Lett. 126, 035701 (2021).
"Tungsten hexanitride with single-bonded armchair-like
hexazine structure at high pressure"
Phys. Rev. Lett. 126, 065702 (2021).
"Electronically driven 1D cooperative diffusion in a simple
cubic crystal"
Phys. Rev. X 11, 011006 (2021).
"Enhancing Crystal Structure Prediction by Decomposition and
Evolution Schemes based on Graph Theory"
Fundamental Research 1, 466 (2021).
"Pressure-induced structural and electronic transitions in
InTeI"
Phys. Rev. B 104, 064104 (2021).
"Icosahedral silicon boride: A potential hybrid
photovoltaic-thermoelectric for energy harvesting"
Phys. Rev. Mater. 5, 115402 (2021).
"High-energy-density pentazolate salts: CaN10 and BaN10"
Sci. Chin. Phys., Mech. & Astro. 64,
218211 (2021).
"Topological insulators in the NaCaBi family with large
spin-orbit coupling gaps"
Phys. Rev. Research 3, 013278 (2021).
"Negative linear compressibility and unusual dynamic behavior
of NaB3"
Phys. Rev. Mater. 5, 035002 (2021).
"Epitaxial Growth of Single-Phase 1T'-WSe2 Monolayer with
Assistance of Enhanced Interface Interaction"
Adv. Mater. 33, 2004930 (2021).
2020
"Plastic and Superionic Helium Ammonia Compounds under High
Pressure and High Temperature"
Phys. Rev. X 10, 021007 (2020).
"Coexistence of plastic and partially diffusive phases in a
helium-methane compound"
National Science Review 7, 1540 (2020).
"Determining dimensionalities and multiplicities of crystal
nets"
npj Comput. Mater. 6, 143 (2020).
"Van Hove singularity arising from Mexican-hat-shaped
inverted bands in the topological insulator Sn-doped
Bi1.1Sb0.9Te2S"
Phys. Rev. B 101, 121115(R) (2020).
"Prediction of quasi-one-dimensional superconductivity in
metastable two-dimensional boron"
Phys. Rev. B 101, 054518 (2020).
"Ferromagnetic Semiconducting VI3 Single-Chain Nanowire"
J. Phys. Chem. C 124, 2096−2103 (2020).
"Proton-assisted growth of ultra-flat graphene films"
Nature 577, 204 (2020).
"Pressure engineering of the Dirac fermions in
quasi-one-dimensional Tl2Mo6Se6"
J. Phys.: Condens. Matter 32, 21 (2020).
"Ferromagnetic MnSn Monolayer Epitaxially Grown on Silicon
Substrate"
Chin. Phys. Lett., 37, 7 (2020).
"Evidence for magnon-phonon coupling in the topological
magnet Cu3TeO6"
Phys. Rev. B 101, 214419 (2020).
"Electron-phonon coupling and superconductivity in the doped
topological crystalline insulator (Pb0.5Sn0.5)1−xInxTe"
Phys. Rev. B 102, 104511 (2020).
"Pressure-induced superconductivity in a shandite compound
Pd3Pb2Se2 with the Kagome lattice"
New J. Phys. 22, 123013 (2020).
2019
"Multiple superionic states in helium-water compounds"
Nature Physics 15, 1065 (2019).
"Experimental evidence of crystal symmetry protection for the
topological nodal line semimetal state in ZrSiS"
Phys. Rev. B 100, 205124 (2019).
"Predictions on High-Power Trivalent Metal Pentazolate
Salts"
J. Phys. Chem. Lett. 10, 6166−6173 (2019).
"Superconducting single-layer T-graphene and novel synthesis
routes"
Chin. Phys. Lett. (Express letter) 36, 097401
(2019).
"Ground states of Au2Pb and pressure-enhanced
superconductivity"
Phys. Rev. B 100, 060103 (Rapid Commun.)
(2019).
"The influence of tensile strain on water adsorbed on Fe
(100) surface: Surface chemistry aspect of stress corrosion
cracking"
Appl. Surf. Sci. 481, 192 (2019).
"Improve the performance of machine-learning potentials by
optimizing descriptors"
J. Chem. Phys. 150, 244110 (2019).
"Robust double Weyl semimetal phase in a nonmagnetic
hexagonal lattice system"
Phys. Rev. B 99, 165119 (2019).
"Composite topological nodal lines penetrating the Brillouin
zone in orthorhombic AgF2"
npj Comput. Mater. 5, 53 (2019).
"Pressure-Stabilized High-Energy-Density Alkaline-Earth-Metal
Pentazolate Salts"
J. Phys. Chem. C 123, 10205 (2019).
"Prediction of pressure-induced stabilization of
noble-gas-atom compounds with alkali oxides and alkali
sulfides"
Phys. Rev. Mater. 3, 015002 (2019).
"Predicting three-dimensional icosahedron-based boron
B-60"
Phys. Rev. B 98, 184111 (2019).
"Growth and Thermo-driven Crystalline Phase Transition of
Metastable Monolayer 1T'-WSe2 Thin Film"
Scientific Reports 9, 2685 (2019).
2018
"A novel superhard tungsten nitride predicted by
machine-learning accelerated crystal structure search"
Sci. Bull. 63, 817 (2018).
"Pressure-induced structural and electronic transitions in
bismuth iodide"
Phys. Rev. B 98, 174112 (2018).
"Anharmonic effect driven topological phase transition in
PbO2 predicted by first-principles calculations"
Phys. Rev. B 98, 144105 (2018).
"Unusual phonon density of states and response to the
superconducting transition in the In-doped topological
crystalline insulator Pb0.5Sn0.5Te"
Phys. Rev. B 97, 220502(R) (2018).
"Pressure-induced multibband superconductivity in pyrite
PtBi2 with perfect electron-hole compensation"
Phys. Rev. Mater. 2, 054203 (2018).
"Unveiling the charge density wave inhomogeneity and
pseudogap state in 1T-TiSe2"
Sci. Bull. 63, 426 (2018).
"Evidence for a Dirac nodal-line semimetal in SrAs3"
Sci. Bull. 63, 535 (2018).
"High-pressure phases of Weyl semimetals NbP, NbAs, TaP, and
TaAs"
Science China-Physics Mechanics & Astronomy
61, 038211 (2018).
"Nonsymmorphic symmetry protected node-line semimetal in the
trigonal YH3"
Scientific Reports 8, 1467 (2018).
2017
"Superhard and Superconducting B6C"
Mat. Today Phys. 3, 76 (2017).
"High temperature superconducting phase of HBr under pressure
predicted by first-principles calculations"
Phys. Rev. B 96, 064517 (2017).
"Ground state structure of high-energy-density polymeric
carbon monoxide"
Phys. Rev. B 95, 144102 (2017).
"Strain-induced quantum topological phase transitions in
Na3Bi"
Phys. Rev. B 96, 075112 (2017).
"Pressure-induced anomalous enhancement of insulating state
and isosymmetric structural transition in
quasi-one-dimensional TiS3"
Phys. Rev. B 96, 134110 (2017).
"Topological Dirac line nodes and superconductivity coexist
in SnSe at high pressure"
Phys. Rev. B 96, 165123 (2017).
"Silicon clathrates for photovoltaics predicted by a two-step
crystal structure search"
Appl. Phys. Lett. 111, 173904 (2017).
"Pressure-induced metallization and superconducting phase in
ReS2"
npj Quantum Materials 2, 19 (2017).
"Concurrence of superconductivity and structure transition in
Weyl semimetal TaP under pressure"
npj Quantum Materials 2, 66 (2017).
"Structural evolution behavior of manganese monophosphide
under high pressure: experimental and theoretical study"
J. Phys. Condens. Matter 29, 254002 (2017).
"Direct visualization of a two-dimensional topological
insulator in the single-layer 1T'-WTe2"
Phys. Rev. B 96, 041108 (2017).
2016
"Pressure-induced new topological Weyl Semimetal phase in
TaAs"
Phys. Rev. Lett. 117, 146402 (2016).
"Pressure-induced superconductivity in a three-dimensional
topological material ZrTe5"
Proc. Natl. Acad. Sci. U.S.A. 113, 2904
(2016).
"Origin of superconductivity in the Weyl semimetal WTe2 under
pressure"
Phys. Rev. B 94, 224512 (2016).
"Pressure Induced Enhancement of Superconductivity in
LaRu2P2"
Sci. Rep. 6, 24479 (2016).
"Phonon density of states of single-crystal SrFe2As2 across
the collapsed phase transition at high pressure"
Phys. Rev. B 94, 014516 (2016).
"Nanocrystalline tin oxide: Possible origin of its weak
ferromagnetism deduced from nuclear magnetic resonance and
X-ray photoelectron spectroscopies"
Phys. Lett. A 380, 3138 (2016).
2015
"Novel electronic and phonon-related properties of the newly
discovered silicide superconductor Li2IrSi3"
EPL 110, 17003 (2015).
"Solvation shell resolved THz spectra of simple aqua ions -
distinct distance- and frequency-dependent contributions of
solvation shells"
Phys. Chem. Chem. Phys., 17, 8323 (2015).
"Solvothermal Synthesis of Lateral Heterojunction
Sb2Te3/Bi2Te3 Nanoplates"
Nano Lett. 15, 5905 (2015).
2014
"Direct Band Gap Silicon Allotropes"
"Novel structural phases and superconductivity of iridium
telluride under high pressures"
Scientific Reports 4, 6433 (2014).
"Understanding THz Spectra of Aqueous Solutions: Glycine in
Light and Heavy Water"
J. Am. Chem. Soc. 136, 5031 (2014).
2013
"Stable all nitrogen metallic salt at terapascal
pressures"
Phys. Rev. Lett. 111, 175502 (2013).
Before 2013
"Understanding the Origins of Dipolar Couplings and
Correlated Motion in the Vibrational Spectrum of Water"
J. Phys. Chem. Lett. 3, 2135 (2012).
"Persistence and eventual demise of oxygen molecules at
terapascal pressures"
"Controlling the Bonding and Band Gaps of Solid Carbon
Monoxide with Pressure"
Phys. Rev. Lett. 106, 145502 (2011).
(highlighted by Carnegie Institution of Washington - Deep
Carbon Observatory:
"Dissecting the THz spectrum of liquid water from first
principles via correlations in time and space"
"Structural transformations in carbon under extreme pressure:
Beyond diamond"
J. Chem. Phys. 130, 194512 (2009). [verified
by experiment - Nature 589, 532 (2021)]
"Glycine in aqueous solution: solvation shells, interfacial
water, and vibrational spectroscopy from ab initio molecular
dynamics"
J. Chem. Phys. 103, 114508 (2010). (selected
into JCP: BioChemical Physics)
"Structural Prediction and Phase Transformation Mechanisms in
Calcium at High Pressure"
Reply, Phys. Rev. Lett. 104, 209602 (2010).
"High Pressure Polymeric Phases of Carbon Dioxide"
"Structural Prediction and Phase Transformation Mechanisms in
Calcium at High Pressure"
Phys. Rev. Lett. 103, 055503 (2009).
"New Metallic Carbon Crystal"
Phys. Rev. Lett. 102, 229601 (2009).
"A tetragonal phase of superhard BC2N"
J. Appl. Phys. 105, 093521 (2009).
"High-pressure structures and vibrational spectra of barium
fluoride: Results obtained under nearly hydrostatic
conditions"
Phys. Rev. B 79, 134104 (2009).
"Structures and superconducting properties of the
high-pressure IV and V phases of calcium from first
principles"
Phys. Rev. B 78, 054506 (2008).
"Most likely phase of superhard BC2N by ab initio
calculations"
Phys. Rev. B 76, 100101 (2007).
"Theoretical hardness of the cubic BC2N"
Diamond Related Mater. 16, 526 (2007).
"Infrared and Raman spectra of β-BC2N from first-principles
calculations"
Phys. Rev. B 74, 193101 (2006).
"Chalcopyrite polymorph for superhard BC2N"
Appl. Phys. Lett. 89, 151911 (2006).
"Ab initio study of structural and electronic properties of
hexagonal BC2N"
Chin. Phys. Lett. 23, 2175 (2006).
"Bond ionicities and hardness of B13C2-like structured ByX
crystals (X=C,N,O,P,As)"
Phys. Rev. B 73, 104115 (2006).
"First-principles study of electronic structure and optical
properties of heterodiamond BC2N"
Phys. Rev. B 73, 045108 (2006).
"Ab initio investigations of optical properties of the
high-pressure phases of ZnO"
Phys. Rev. B 71, 125132 (2005).
"Conical second harmonic generation in a two-dimensional
chi((2)) photonic crystal: A hexagonally poled LiTaO3
crystal"
Phys. Rev. Lett. 93, 133904 (2004).
"High efficiency single- and dual-wavelength Nd : GdVO4
lasers pumped by a fiber-coupled diode"
Appl. Phys. B-Lasers and Optics 79, 301
(2004).
"Optical properties of heterodiamond B2CN using
first-principles calculations"
Appl. Phys. Lett. 84, 4544 (2004).