DeepModeling

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Publications driven by ABACUS

The following publications have used the ABACUS software. Publications that only mentioned the ABACUS will not be included below.

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Last update date: December 2, 2024

2024

Multi-channel machine learning based nonlocal kinetic energy density functional for semiconductors

Liang Sun, Mohan Chen
Electron. Struct., 2024, 6 (4), 45006.
DOI: 10.1088/2516-1075/ad8b8c

Investigating interfacial segregation of $\Omega$/Al in Al-Cu alloys: A comprehensive study using density functional theory and machine learning

Yu Liu, Yin Zhang, Namin Xiao, Xingwu Li, Fu-Zhi Dai, Mohan Chen
Acta Mater., 2024, 279, 120294.
DOI: 10.1016/j.actamat.2024.120294

A deep equivariant neural network approach for efficient hybrid density functional calculations

Zechen Tang, He Li, Peize Lin, Xiaoxun Gong, Gan Jin, Lixin He, Hong Jiang, Xinguo Ren, Wenhui Duan, Yong Xu
Nat. Commun., 2024, 15 (1), 8815.
DOI: 10.1038/s41467-024-53028-4

Accelerating the calculation of electron-phonon coupling strength with machine learning

Yang Zhong, Shixu Liu, Binhua Zhang, Zhiguo Tao, Yuting Sun, Weibin Chu, Xin-Gao Gong, Ji-Hui Yang, Hongjun Xiang
Nat. Comput. Sci., 2024, 4 (8), 615–625.
DOI: 10.1038/s43588-024-00668-7

Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy

Qiangqiang Gu, Zhanghao Zhouyin, Shishir Kumar Pandey, Peng Zhang, Linfeng Zhang, Weinan E
Nat. Commun., 2024, 15 (1), 6772.
DOI: 10.1038/s41467-024-51006-4

Nonlocal free-energy density functional for a broad range of warm dense matter simulations

Cheng Ma, Min Chen, Yu Xie, Qiang Xu, Wenhui Mi, Yanchao Wang, Yanming Ma
Phys. Rev. B, 2024, 110 (8), 85113.
DOI: 10.1103/PhysRevB.110.085113

Geometric and electronic structures of Cs2BB'X6 double perovskites: The importance of exact exchange

Yuyang Ji, Peize Lin, Xinguo Ren, Lixin He
Phys, Rev, Res., 2024, 6 (3), 33172.
DOI: 10.1103/PhysRevResearch.6.033172

Effects of nonlocal pseudopotentials on the electrical and thermal transport properties of aluminum: A density functional theory study

Qianrui Liu, Mohan Chen
Phys. Rev. B, 2024, 110 (1), 14207.
DOI: 10.1103/PhysRevB.110.014207

Machine-Learning-Based Interatomic Potentials for Group IIB to VIA Semiconductors: Toward a Universal Model

Jianchuan Liu, Xingchen Zhang, Tao Chen, Yuzhi Zhang, Duo Zhang, Linfeng Zhang, Mohan Chen
J. Chem. Theory Comput., 2024, 20 (13), 5717–5731.
DOI: 10.1021/acs.jctc.3c01320

Concentrated solar CO2 reduction in H2O vapour with $>$1% energy conversion efficiency

Yuqi Ren, Yiwei Fu, Naixu Li, Changjun You, Jie Huang, Kai Huang, Zhenkun Sun, Jiancheng Zhou, Yitao Si, Yuanhao Zhu, Wenshuai Chen, Lunbo Duan, Maochang Liu
Nat. Commun., 2024, 15 (1), 4675.
DOI: 10.1038/s41467-024-49003-8

Family behavior and Dirac bands in armchair nanoribbons with 4-8 defect lines

Roland Gillen, Janina Maultzsch
J. Phys., Condens. Matter: Inst. Phys. J., 2024, 36 (29), 295501.
DOI: 10.1088/1361-648X/ad3b5a

Intramolecular and Water Mediated Tautomerism of Solvated Glycine

Pengchao Zhang, Axel Tosello Gardini, Xuefei Xu, Michele Parrinello
J. Chem. Inf. Model., 2024, 64 (9), 3599–3604.
DOI: 10.1021/acs.jcim.4c00273

Efficient Homojunction Tin Perovskite Solar Cells Enabled by Gradient Germanium Doping

Zhenzhu Zhao, Mulin Sun, Yuyang Ji, Kaitian Mao, Zongming Huang, Chengjian Yuan, Yuqian Yang, Honghe Ding, Yingguo Yang, Yu Li, Wenjing Chen, Junfa Zhu, Jing Wei, Jixian Xu, Watcharaphol Paritmongkol, Antonio Abate, Zhengguo Xiao, Lixin He, Qin Hu
Nano Lett., 2024, 24 (18), 5513–5520.
DOI: 10.1021/acs.nanolett.4c00646

Tuning of Berry-curvature dipole in TaAs slabs: An effective route to enhance the nonlinear Hall response

Hongsheng Pang, Gan Jin, Lixin He
Phys, Rev, Mater., 2024, 8 (4), 43403.
DOI: 10.1103/PhysRevMaterials.8.043403

Machine learning based nonlocal kinetic energy density functional for simple metals and alloys

Liang Sun, Mohan Chen
Phys. Rev. B, 2024, 109 (11), 115135.
DOI: 10.1103/PhysRevB.109.115135

Integration of Co Single Atoms and Ni Clusters on Defect-Rich ZrO2 for Strong Photothermal Coupling Boosts Photocatalytic CO2 Reduction

Jinghang Chen, Yuqi Ren, Yiwei Fu, Yitao Si, Jie Huang, Jiancheng Zhou, Maochang Liu, Lunbo Duan, Naixu Li
Acs Nano, 2024, 18 (20), 13035–13048.
DOI: 10.1021/acsnano.4c01637

Tuning flat bands by interlayer interaction, spin-orbital coupling, and external fields in twisted homotrilayer MoS2

Yonggang Li, Zhen Zhan, Shengjun Yuan
Phys. Rev. B, 2024, 109 (8), 85118.
DOI: 10.1103/PhysRevB.109.085118

Peculiar band geometry induced giant shift current in ferroelectric SnTe monolayer

Gan Jin, Lixin He
npj Comput. Mater, 2024, 10 (1), 23.
DOI: 10.1038/s41524-024-01213-w

Simultaneous Catalytic Acceleration of White Phosphorus Polymerization and Red Phosphorus Potassiation for High-Performance Potassium-Ion Batteries

Hai Yang, Fuxiang He, Fanfan Liu, Zhefei Sun, Yu Shao, Lixin He, Qiaobao Zhang, Yan Yu
Adv. Mater. (Deerfield Beach Fla,), 2024, 36 (3), e2306512.
DOI: 10.1002/adma.202306512

Ab initio electronic structure calculations based on numerical atomic orbitals: Basic fomalisms and recent progresses

Peize Lin, Xinguo Ren, Xiaohui Liu, Lixin He
Wires Comput. Mol Sci, 2024, 14 (1).
DOI: 10.1002/wcms.1687

Ultrafast shift current dynamics in WS2 monolayer

Fuxiang He, Daqiang Chen, Xinguo Ren, Sheng Meng, Lixin He
Phys, Rev, Res., 2024, 6 (1), 13123.
DOI: 10.1103/PhysRevResearch.6.013123

Subquadratic-scaling real-space random phase approximation correlation energy calculations for periodic systems with numerical atomic orbitals

Rong Shi, Peize Lin, Min-Ye Zhang, Lixin He, Xinguo Ren
Phys. Rev. B, 2024, 109 (3), 35103.
DOI: 10.1103/PhysRevB.109.035103

Combining stochastic density functional theory with deep potential molecular dynamics to study warm dense matter

Tao Chen, Qianrui Liu, Yu Liu, Liang Sun, Mohan Chen
Matter Radiat. Extrem., 2024, 9 (1).
DOI: 10.1063/5.0163303

2023

Universal interatomic potential for perovskite oxides

Jing Wu, Jiyuan Yang, Yuan-Jinsheng Liu, Duo Zhang, Yudi Yang, Yuzhi Zhang, Linfeng Zhang, Shi Liu
Phys. Rev. B, 2023, 108 (18), L180104.
DOI: 10.1103/PhysRevB.108.L180104

DeePKS Model for Halide Perovskites with the Accuracy of a Hybrid Functional

Qi Ou, Ping Tuo, Wenfei Li, Xiaoxu Wang, Yixiao Chen, Linfeng Zhang
J. Phys. Chem. C, 2023, 127 (37), 18755–18764.
DOI: 10.1021/acs.jpcc.3c04703

PYATB: An efficient Python package for electronic structure calculations using ab initio tight-binding model

Gan Jin, Hongsheng Pang, Yuyang Ji, Zujian Dai, Lixin He
Comput. Phys. Commun., 2023, 291, 108844.
DOI: 10.1016/j.cpc.2023.108844

Interplay between magnetic structures and surface states in MnBi2Te4 from first-principles studies

Zujian Dai, Gan Jin, Lixin He
Phys. Rev. B, 2023, 108 (8), 85112.
DOI: 10.1103/PhysRevB.108.085112

Implementation of the meta-GGA exchange-correlation functional in numerical atomic orbital basis: With systematic testing on SCAN, rSCAN, and r2SCAN functionals

Renxi Liu, Daye Zheng, Xinyuan Liang, Xinguo Ren, Mohan Chen, Wenfei Li
J. Chem. Phys., 2023, 159 (7), 74109.
DOI: 10.1063/5.0160726

2022

Disordered hyperuniform quasi-one-dimensional materials

Duyu Chen, Yu Liu, Yu Zheng, Houlong Zhuang, Mohan Chen, Yang Jiao
Phys. Rev. B, 2022, 106 (23), 235427.
DOI: 10.1103/PhysRevB.106.235427

DeePKS + ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning Potentials

Wenfei Li, Qi Ou, Yixiao Chen, Yu Cao, Renxi Liu, Chunyi Zhang, Daye Zheng, Chun Cai, Xifan Wu, Han Wang, Mohan Chen, Linfeng Zhang
J. Phys. Chem. A, 2022, 126, 9154–9164.
DOI: 10.1021/acs.jpca.2c05000

First-principles calculations of the surface states of doped and alloyed topological materials via band unfolding method

Zujian Dai, Gan Jin, Lixin He
Comput. Mater. Sci., 2022, 213, 111656.
DOI: 10.1016/j.commatsci.2022.111656

Reproducibility of Hybrid Density Functional Calculations for Equation-of-State Properties and Band Gaps

Yuyang Ji, Peize Lin, Xinguo Ren, Lixin He
J. Phys. Chem., A, 2022, 126 (35), 5924–5931.
DOI: 10.1021/acs.jpca.2c05170

Plane-wave-based stochastic-deterministic density functional theory for extended systems

Qianrui Liu, Mohan Chen
Phys. Rev. B, 2022, 106 (12), 125132.
DOI: 10.1103/PhysRevB.106.125132

Density Functional Theory Plus Dynamical Mean Field Theory within the Framework of Linear Combination of Numerical Atomic Orbitals: Formulation and Benchmarks

Xin Qu, Peng Xu, Rusong Li, Gang Li, Lixin He, Xinguo Ren
J. Chem. Theory Comput., 2022, 18 (9), 5589–5606.
DOI: 10.1021/acs.jctc.2c00472

DFT+U within the framework of linear combination of numerical atomic orbitals

Xin Qu, Peng Xu, Hong Jiang, Lixin He, Xinguo Ren
J. Chem. Phys., 2022, 156 (23), 234104.
DOI: 10.1063/5.0090122

A caveat of the charge-extrapolation scheme for modeling electrochemical reactions on semiconductor surfaces: an issue induced by a discontinuous Fermi level change

Yu Liu, Xinlong Ding, Mohan Chen, Shenzhen Xu
Phys. Chem. Chem. Phys., 2022, 24 (25), 15511–15521.
DOI: 10.1039/D2CP00642A

Real-Time, Time-Dependent Density Functional Theory Study on Photoinduced Isomerizations of Azobenzene Under a Light Field

Fuxiang He, Xinguo Ren, Jun Jiang, Guozhen Zhang, Lixin He
J. Phys. Chem. Lett., 2022, 13 (2), 427–432.
DOI: 10.1021/acs.jpclett.1c03442

2021

Accurate stress calculations based on numerical atomic orbital bases: Implementation and benchmarks

Daye Zheng, Xinguo Ren, Lixin He
Comput. Phys. Commun., 2021, 267, 108043.
DOI: 10.1016/j.cpc.2021.108043

Peculiar diffusion behavior of AlCl4 intercalated in graphite from nanosecond-long molecular dynamics simulations*

Qianpeng Wang, Daye Zheng, Lixin He, Xinguo Ren
Chin. Phys, B, 2021, 30 (10), 107102.
DOI: 10.1088/1674-1056/ac0692

Design Principles of Sodium/Potassium Protection Layer for High-Power High-Energy Sodium/Potassium-Metal Batteries in Carbonate Electrolytes: a Case Study of Na2 Te/K2 Te

Hai Yang, Fuxiang He, Menghao Li, Fanyang Huang, Zhihao Chen, Pengcheng Shi, Fanfan Liu, Yu Jiang, Lixin He, Meng Gu, Yan Yu
Adv. Mater. (Deerfield Beach Fla,), 2021, 33 (48), e2106353.
DOI: 10.1002/adma.202106353

Strategy for constructing compact numerical atomic orbital basis sets by incorporating the gradients of reference wavefunctions

Peize Lin, Xinguo Ren, Lixin He
Phys. Rev. B, 2021, 103 (23), 235131.
DOI: 10.1103/PhysRevB.103.235131

Copper-doped beryllium and beryllium oxide interface: A first- principles study

Yu Liu, Xiaohui Liu, Mohan Chen
J. Nucl. Mater., 2021, 545, 152733.
DOI: 10.1016/j.jnucmat.2020.152733

Beryllium and Magnesium Metal Clusters: New Globally Stable Structures and G0W0 Calculations

Sunila Bakhsh, Xiaohui Liu, Yanyong Wang, Lixin He, Xinguo Ren
J. Phys. Chem., A, 2021, 125 (7), 1424–1435.
DOI: 10.1021/acs.jpca.0c08960

Efficient Hybrid Density Functional Calculations for Large Periodic Systems Using Numerical Atomic Orbitals

Peize Lin, Xinguo Ren, Lixin He
J. Chem. Theory Comput., 2021, 17 (1), 222–239.
DOI: 10.1021/acs.jctc.0c00960

Retention and recycling of deuterium in liquid lithium-tin slab studied by first-principles molecular dynamics

Daye Zheng, Zhen-Xiong Shen, Mohan Chen, Xinguo Ren, Lixin He
J. Nucl. Mater., 2021, 543, 152542.
DOI: 10.1016/j.jnucmat.2020.152542

2020

Disordered hyperuniformity in two-dimensional amorphous silica

Yu Zheng, Lei Liu, Hanqing Nan, Zhen-Xiong Shen, Ge Zhang, Duyu Chen, Lixin He, Wenxiang Xu, Mohan Chen, Yang Jiao, Houlong Zhuang
Sci. Adv., 2020, 6 (16), eaba0826.
DOI: 10.1126/sciadv.aba0826

First-principles study of magnon-phonon interactions in gadolinium iron garnet

Lian-Wei Wang, Li-Shan Xie, Peng-Xiang Xu, Ke Xia
Phys. Rev. B, 2020, 101 (16), 165137.
DOI: 10.1103/PhysRevB.101.165137

Accuracy of Localized Resolution of the Identity in Periodic Hybrid Functional Calculations with Numerical Atomic Orbitals

Peize Lin, Xinguo Ren, Lixin He
J. Phys. Chem. Lett., 2020, 11 (8), 3082–3088.
DOI: 10.1021/acs.jpclett.0c00481

Optimizing the Void Size of Yolk-Shell Bi@Void@C Nanospheres for High- Power-Density Sodium-Ion Batteries

Hai Yang, Lin-Wei Chen, Fuxiang He, Jiaqing Zhang, Yuezhan Feng, Lukang Zhao, Bin Wang, Lixin He, Qiaobao Zhang, Yan Yu
Nano Lett., 2020, 20 (1), 758–767.
DOI: 10.1021/acs.nanolett.9b04829

2019

A DFT study of energetic and structural properties of a full turn of A-form DNA under relaxed and stretching conditions

Yue Liu, Xinguo Ren, Lixin He
J. Chem. Phys., 2019, 151 (21), 215102.
DOI: 10.1063/1.5129716

Cooperative Effect in a Graphite Intercalation Compound: Enhanced Mobility of AlCl4 in the Graphite Cathode of Aluminum-Ion Batteries

Qianpeng Wang, Daye Zheng, Lixin He, Xinguo Ren
Phys, Rev, Appl., 2019, 12 (4), 44060.
DOI: 10.1103/PhysRevApplied.12.044060

Structure evolution of chromium-doped boron clusters: toward the formation of endohedral boron cages

Xuecheng Shao, Xin Qu, Siyu Liu, Lihua Yang, Jinghai Yang, Xiaohui Liu, Xin Zhong, Shuai Sun, G. Vaitheeswaran, Jian Lv
Rsc Adv., 2019, 9 (5), 2870–2876.
DOI: 10.1039/C8RA09143A

2018

Diffusion coefficients of Mg isotopes in MgSiO3 and Mg2SiO4 melts calculated by first-principles molecular dynamics simulations

Xiaohui Liu, Yuhan Qi, Daye Zheng, Chen Zhou, Lixin He, Fang Huang
Geochim. Cosmochim. Acta, 2018, 223, 364–376.
DOI: 10.1016/j.gca.2017.12.007

2017

First-principles calculations and model analysis of plasmon excitations in graphene and graphene/hBN heterostructure

Pengfei Li, Xinguo Ren, Lixin He
Phys. Rev. B, 2017, 96 (16), 165417.
DOI: 10.1103/PhysRevB.96.165417

First-principles molecular dynamics study of deuterium diffusion in liquid tin

Xiaohui Liu, Daye Zheng, Xinguo Ren, Lixin He, Mohan Chen
J. Chem. Phys., 2017, 147 (6), 64505.
DOI: 10.1063/1.4997635

2016

Large-scale ab initio simulations based on systematically improvable atomic basis

Pengfei Li, Xiaohui Liu, Mohan Chen, Peize Lin, Xinguo Ren, Lin Lin, Chao Yang, Lixin He
Comput. Mater. Sci., 2016, 112, 503–517.
DOI: 10.1016/j.commatsci.2015.07.004

2013

Accelerating atomic orbital-based electronic structure calculation via pole expansion and selected inversion

Lin Lin, Mohan Chen, Chao Yang, Lixin He
J. Phys., Condens. Matter: Inst. Phys. J., 2013, 25 (29), 295501.
DOI: 10.1088/0953-8984/25/29/295501

2011

Electronic structure interpolation via atomic orbitals

Mohan Chen, G-C Guo, Lixin He
J. Phys., Condens. Matter: Inst. Phys. J., 2011, 23 (32), 325501.
DOI: 10.1088/0953-8984/23/32/325501

2010

Systematically improvable optimized atomic basis sets for ab initio calculations

Mohan Chen, G-C Guo, Lixin He
J. Phys., Condens. Matter: Inst. Phys. J., 2010, 22 (44), 445501.
DOI: 10.1088/0953-8984/22/44/445501

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