Publications
(*Corresponding author; †Equal contribution)
- Alexandre Bordas, Jingchao Zhang*, and Juan C. Nino*, “Application of Deep Learning Workflow for Autonomous Grain Size Analysis”, 2022, 27(15), 4826 pdf, Endnote
- Dong Yan, Xingwen Lu, Shiyi Zhao, Zuhong Zhang, Mingxia Lu, Jiangtao Feng, Jingchao Zhang, Kate Spencer, Trystan Watson, Meng Li*, Bo Hou*, Fei Wang*, Zhe Li*, “Lead Leaching of Perovskite Solar Cells in Aqueous Environments: A Quantitative Investigation”, Solar PRL, 2022, 2200332 pdf, Endnote
- Wenxiang Liu, Yang Hong, Jingchao Zhang*, Yanan Yue*, “Anisotropic Thermal Transport in Twisted Bilayer Graphene”, Physical Chemistry Chemical Physics, 2022,24, 21722-21728 pdf, Endnote
- Jingchao Zhang, Hongbo Miao, “Build Robust QA System with Small Datasets using Data Augmentation and Answer Length Penalty”, 2022 pdf
- Yanru Xu†, Shen Xu†, Jingchao Zhang†, Jianshu Gao, Shugang Deng, Wenxiang Liu, Xinwei Wang*, Xin Zhang*, Yanan Yue*, “Ballistic Transport Enhanced Heat Convection at Nanoscale Hotspots”, 2022 (Under Review)
- Rong Yu*, Gabriel Hmimina, Alexei Lyapustin, Yujie Wang, Karl Fred Huemmrich, Dave Billesbach, Jingchao Zhang, Zheng Xu, John A. Gamon, “Reducing angular effects in high-latitude MODIS MAIAC reflectance using random forests”, 2022 url
- Wenxiang Liu, Yongqiang Wu, Yang Hong, Zhongtao Zhang, Yanan Yue*, Jingchao Zhang*, “Applications of Machine learning in Computational Nanotechnology”, Nanotechnology, 2022, 33, 162501 pdf, Endnote
- Weitao Wang, Chao Yang, Hongzhao Fan, Jingchao Zhang, Xinyu Wang*, “Atomistic insights into dynamic growth of pentacene thin films on metal surfaces functionalized with self-assembled monolayers”, Applied Surface Science, 2022, 579, 152203 pdf, Endnote
- Ying Zhang, Matthew Gitzendanner, Dan Maxwell, Kaleb Smith, Justin Richardson, Eric Stubbs, Brian Stucky, Jingchao Zhang, Erik Deumens, “Building an AI-ready RSE Workforce”, rse-hpc-2021, 2021 pdf
- Xinyu Wang*, Weitao Wang, Chao Yang, Dan Han, Hongzhao Fan, Jingchao Zhang*, “Thermal Transport in Organic Semiconductors”, Journal of Applied Physics, 2021, 130, 170902 pdf, Endnote
- Jingchao Zhang*, “Application of Artificial Intelligence in Renewable Energy and Decarbonization”, ES Energy & Environment, 2021, 14, 1-2 pdf, Endnote
- Wenxiang Liu, Yang Zhu, Yongqiang Wu, Cen Chen, Yang Hong, Yanan Yue*, Jingchao Zhang*, Bo Hou*, “Molecular Dynamics and Machine Learning in Catalysts”, Catalysts, 2021, 11, 1129 pdf, Endnote
- Wenxiang Liu, Yongqiang Wu, Yang Hong, Bo Hou, Jingchao Zhang*, Yanan Yue*, “Full-Spectrum Thermal Analysis in Twisted Bilayer Graphene”, Physical Chemistry Chemical Physics, Cover Article, 2021, 23, 19166-19172 pdf, Endnote
- Xinyu Wang*, Hongzhao Fan, Dan Han, Yang Hong, Jingchao Zhang*, “Thermal Boundary Resistance at Graphene-Pentacene Interface Explored by A Data-Intensive Approach”, Nanotechnology, 2021, 32, 215404 pdf, Endnote
- Yang Hong, Dan Han, Bo Hou, Xinyu Wang*, Jingchao Zhang*, “High-Throughput Computations of Cross-Plane Thermal Conductivity in Multilayer Stanene”, International Journal of Heat and Mass Transfer, 2021, 272, 121073 pdf, Endnote
- Dan Han, Xiaoheng Yang, Mu Du, Gongming Xin, Jingchao Zhang, Xinyu Wang*, Lin Cheng*, “Improved thermoelectric properties of WS2–WSe2 phononic crystals: insights from first-principles calculations”, Nanoscale, 2021, 13, 7176-7192 pdf, Endnote
- Fei Li, Qingming Ma, Gongming Xin, Jingchao Zhang*, Xinyu Wang*, “Heat transfer and flow characteristics of microchannels with solid and porous ribs”, Applied Thermal Engineering, 2020, 178, 115639 pdf, Endnote
- Wenyang Ding, Dan Han, Jingzhi Zhang, Qingming Ma, Xiaoyan Li, Jingchao Zhang*, Xinyu Wang*, “Molecular Dynamics Study of Anisotropic Behaviors of Water Droplet on Textured Surfaces with Various Energies”, Molecular Physics, 2020, pdf, Endnote
- Hongzhao Fan, Man Wang, Dan Han, Jingzhi Zhang, Jingchao Zhang, Xinyu Wang*, “Enhancement of interfacial thermal transport between metal and organic semiconductor using selfassembled monolayers with different terminal groups”, Journal of Physical Chemistry C, 2020, 124(31), 16748–16757 pdf, Endnote
- Mingxia Lu, Shanshan Liu, Jing Chen, Xia Zhang, Jingchao Zhang, Zhe Li, Bo Hou*, “Rational-Designed Hybrid Aerogels for Ultra-Flyweight Electrochemical Energy Storage”, Journal of Physical Chemistry C, 2020, 124(29), 15688–15697 pdf, Endnote
- Bo Hou, Byung-Sung Kim, Harrison K. H. Lee, Yuljae Cho, Paul Giraud, Mengxia Liu, Jingchao Zhang, Matthew L. Davies, James R. Durrant, Wing C. Tsoi, Zhe Li, Stoichko Dimitrov*, Jung Inn Sohn*, SeungNam Cha*, Jong Min Kim, “Multiphoton Absorption Stimulated Metal Chalcogenide Quantum Dot Solar Cells Under Ambient and Concentrated Irradiance”, Advanced Functional Materials, 2020, pdf, Endnote
- Benxuan Li, Mingxia Lu, Jiangtao Feng, Jingchao Zhang, Peter M Smowton, Jung Inn Sohn, Il-Kyu Park, Haizheng Zhong, Bo Hou*, “Colloidal Quantum Dot Hybrids: An Emerging Class of Materials for Ambient Lighting”, Journal of Materials Chemistry C, 2020, pdf, Endnote
- Yang Hong, Bo Hou, Hengle Jiang, Jingchao Zhang*, “Machine Learning and Artificial Neural Network Accelerated Computational Discoveries in Materials Science”, WIREs Computational Molecular Science, 10(3), e1450, 2020, pdf, Endnote
- Mingxia Lu, Gang Wang, Bo Li, Jing Chen, Jingchao Zhang, Zhe Li, Bo Hou*, “Molecular Interactions Balanced One- and Two-Dimensional Hybrid Nanoarchitectures for High-Performance Supercapacitors”, Physical Chemistry Chemical Physics, 2019, 21, 22283-22292 pdf, Endnote
- Bo Hou, Su-Ho Jung, Jingchao Zhang, Yang Hong, Byung-Sung Kim, Jung Inn Sohn, Eun-Kyung Lee, Byoung Lyong Choi, Dongmok Whang, SeungNam Cha*, JongMin Kim, “Growth of Quantum Dot Coated Core-Shell Anisotropic Nanowires and Their Thermal and Electronic Transport”, Applied Physics Letters, 114, 243104, 2019, pdf, Endnote
- Bo Hou, Myungbeom Sohn, Young-Woo Lee, Jingchao Zhang, Jung Inn Sohn, Hansu Kim*, SeungNam Cha* and Jong Min Kimg, “Chemically Encoded Self-Organized Quantum Chain Supracrystals with Exceptional Charge and Ion Transport Properties”, Nano Energy, 62, 764-771, 2019, pdf, Endnote
- Bo Yang, Maodong Li*, Jiye Wang, Jingchao Zhang, Dongmei Liao, Yanan Yue*, “Critical Fracture Properties in Puckered and Buckled Arsenene by Molecular Dynamics Simulation”, Physical Chemistry Chemical Physics, 21, 12372-12379, 2019, pdf, Endnote
- Xinyu Wang*, Dan Han, Yang Hong, Haiyi Sun, Jingzhi Zhang, Jingchao Zhang*, “Machine Learning Enabled Prediction of Mechanical Properties of Tungsten Disulfide Monolayer”, ACS Omega, 4(6), 10121-10128, 2019, pdf, Endnote
- Wenyang Ding, Dan Han, Jingchao Zhang, Xinyu Wang*, “Mechanical Responses of WSe2 Monolayers: A Molecular Dynamics Study”, Materials Research Express, 6, 085071, 2019, pdf, Endnote
- Yang Hong, Yongqiang Wu, Shuimu Wu, Xinyu Wang, Jingchao Zhang*, “Overview of Computational Simulations in Quantum Dots”, Israel Journal of Chemistry, 59, 1–13, 2019 pdf, Endnote
- Zesheng Zhang, Yang Hong, Bo Hou, Zhongtao Zhang, Mehrdad Negahban, Jingchao Zhang*, “Accelerated Discoveries of Mechanical Properties of Graphene Using Machine Learning and High-Throughput Computation”, Carbon, 148, 115-123, 2019 pdf, Endnote
- Xinyu Wang, Yang Hong, Man Wang, Gongming Xin, Yanan Yue, Jingchao Zhang*, “Mechanical Properties of Molybdenum Diselenide Revealed by Molecular Dynamics Simulation and Support Vector Machine”, Cover Article,Physical Chemistry Chemical Physics, 121, 9159 - 9167, 2019 pdf, Endnote
- Yangheng Xiong, Hao Wu, Jianshu Gao, Wen Chen, Jingchao Zhang*, Y Yue*, “Toward Improved Thermal Conductance of Graphene-Polyethylene Composites via Surface Defect Engineering: A Molecular Dynamics Study”, Acta Physico-Chimica Sinica, 35, 0001-0009, 2019 pdf, Endnote
- Yang Hong, Jingchao Zhang, Chongqin Zhu*, Xiao Cheng Zeng*, Joseph S. Francisco, “Water Desalination through Rim Functionalized Carbon Nanotubes” Cover Article, Journal of Materials Chemistry A, 7, 3583-3591, 2019 pdf, Endnote
- Dan Han, Xinyu Wang*, Wenyang Ding, Yue Chen, Jingchao Zhang, Gongming Xin, Lin Cheng*, “Phonon thermal conduction in a graphene-C3N heterobilayer using molecular dynamics simulations”, Nanotechnology, 30, 075403, 2018 pdf, Endnote
- Yang Hong, Zhongtao Zhang, Jingchao Zhang*, Xiao Cheng Zeng*, “Machine Learning and Artificial Neural Network Prediction of Interfacial Thermal Resistance between Graphene and Hexagonal Boron Nitride”, Nanoscale, 10, 19092-19099, 2018 pdf, Endnote
- Meng Han, Yangsu Xie, Jing Liu, Jingchao Zhang, Xinwei Wang*, “Significantly Reduced c-axis Thermal Diffusivity of Graphene-based Papers”, Nanotechnology, 29, 265702, 2018 pdf, Endnote
- Yang Hong, Jingchao Zhang*, Xiao Cheng Zeng*, “Monolayer and Bilayer Polyaniline C3N: Two-Dimensional Semiconductors with High Thermal Conductivity”, 2018 Nanoscale Top 25 Most Popular Articles Nanoscale, 10, 4301-4310, 2018 pdf, Endnote
- Yang Hong, Minggang Ju, Jingchao Zhang*, Xiao Cheng Zeng*, “Phonon Thermal Transport in Graphene/MoSe2 van der Waals Heterobilayer”, Physical Chemistry Chemical Physics, 20, 2637-2645, 2018 pdf, Endnote
- Changzheng Li, Jingchao Zhang, Qingang Xiong, Giulio Lorenzini, Yanan Yue*, “pH Effect on Thermal Response of Fluorescence Spectroscopy of Graphene Quantum Dots for Nanoscale Thermal Characterization”, Journal of Engineering Thermophysics, 27, 345-356, 2018 pdf, Endnote
- Yang Hong, Jingchao Zhang*, Xiao Cheng Zeng*, “Thermal Transport in Phosphorene and Phosphorene-Based Materials: A Review on Numerical Studies”, Chinese Physics B, 27, 036501, 2018 pdf, Endnote
- Dongmei Liao, Wen Chen, Jingchao Zhang, Yanan Yue*, “Tuning Thermal Conductance of CNT Interface Junction via Stretching and Atomic Bonding”, Journal of Physics D: Applied Physics, 50, 475302, 2017 pdf, Endnote
- Xinyu Wang, Man Wang, Yang Hong, Zongrong Wang, Jingchao Zhang*, “Coherent and Incoherent Phonon Transport in Graphene and Nitrogenated Holey Graphene Superlattice”, Physical Chemistry Chemical Physics, 19, 24240-24248, 2017 pdf, Endnote
- Xinyu Wang, Yang Hong, Paddy K L Chan, Jingchao Zhang*, “Phonon Thermal Transport in Silicene-Germanene Superlattice: A Molecular Dynamics Study”, Nanotechnology, 28, 255403, 2017 pdf, Endnote
- Xinyu Wang, Jingchao Zhang, Yue Chen, Paddy K L Chan*, “Investigation of interfacial thermal transport across graphene and an organic semiconductor using molecular dynamics simulations”, Physical Chemistry Chemical Physics, 19, 15933-15941, 2017 pdf, Endnote
- Xinyu Wang, Yang Hong, Dongwei Ma, Jingchao Zhang*, “Molecular Dynamics Study of Thermal Transport in Nitrogenated Holey Graphene Bilayer”, Journal of Materials Chemistry C, 5, 5119-5127, 2017 pdf, Endnote
- Jingchao Zhang*, Yang Hong, Xinyu Wang, Yanan Yue*, Danmei Xie, Jin Jiang, Yangheng Xiong, Peisheng Li, “Phonon Thermal Properties of Transition-Metal Dichalcogenides MoS2 and MoSe2 Heterostructure”, The Journal of Physical Chemistry C, 121(19), 10336–10344, 2017 pdf, Endnote
- Yanan Yue*†, Jingchao Zhang†, Yangsu Xie, Wen Chen, Xinwei Wang*, “Energy Coupling across Low-dimensional Contact Interfaces at the Atomic Scale”, International Journal of Heat and Mass Transfer, 110, 827–844, 2017 pdf, Endnote
- Qingang Xiong, Yang Yang, Fei Xu, Yaoyu Pan, Jingchao Zhang, Kun Hong*, Giulio Lorenzini*, Shurong Wang*, “Overview of Computational Fluid Dynamics Simulation of Reactor-Scale Biomass Pyrolysis”, ACS Sustainable Chemistry & Engineering, 5(4), 2783–2798, 2017 pdf, Endnote
- Xinyu Wang, Jingchao Zhang, Yue Chen*, Paddy K. L. Chan*, “Molecular dynamics study of thermal transport in dinaphtho[2,3-b:2’,3’-f]thieno[3,2-b]thiophene (DNTT) organic semiconductor”, Nanoscale, 9, 2262-2271, 2017 pdf, Endnote
- Jingchao Zhang*, Xinyu Wang, Yang Hong, Qingang Xiong, Jin Jiang, Yanan Yue*, “Understanding thermal transport in asymmetric layer hexagonal boron nitride heterostructure”, Nanotechnology 28, 035404, 2017 pdf, Endnote
- Yang Hong, Chongqin Zhu, Minggang Ju, Jingchao Zhang*, Xiao Cheng Zeng*, “Lateral and Flexural Phonon Thermal Transport in Graphene and Stanene Bilayer”, Physical Chemistry Chemical Physics, 19, 6554-6562, 2017 pdf, Endnote
- Jingchao Zhang, Yang Hong, Mengqi Liu, Yanan Yue, Qingang Xiong*, Giulio Lorenzini*, “Molecular dynamics simulation of the interfacial thermal resistance between phosphorene and silicon substrate”, International Journal of Heat and Mass Transfer 104, 87-877, 2017 pdf, Endnote
- Yang Hong, Jingchao Zhang* and Xiao Cheng Zeng*, “Interlayer thermal conductance within a phosphorene and graphene bilayer”, Nanoscale, 8, 19211-19218, 2016 pdf, Endnote
- Yang Hong, Jingchao Zhang*, Xiao Cheng Zeng*, “Thermal Conductivity of Monolayer MoSe2 and MoS2”, The Journal of Physical Chemistry C, 120 (45), 26067–26075, 2016 pdf, Endnote
- Wen Chen, Jingchao Zhang*, Yanan Yue*, “Molecular dynamics study on thermal transport at carbon nanotube interface junctions: Effects of mechanical force and chemical functionalization”, International Journal of Heat and Mass Transfer 103, 1058–1064, 2016 pdf, Endnote
- Yang Hong, Jingchao Zhang* and Xiao Cheng Zeng*, “Thermal contact resistance across a linear heterojunction within a hybrid graphene/hexagonal boron nitride sheet”, Physical Chemistry Chemical Physics, 18, 24164-24170, 2016 pdf, Endnote
- Qingang Xiong*, Jingchao Zhang, Fei Xu, Gavin Wiggins, C.Stuart Daw*, “Coupling DAEM and CFD for simulatingbiomass fast pyrolysis in fluidized beds”, Journal of Analytical and Applied Pyrolysis 117, 176–181,1,2016 pdf, Endnote
- Yanan Yue†, Jingchao Zhang†, Xiaoduan Tang, Shen Xu, Xinwei Wang*, “Thermal transport across atomic-layer material interfaces”, Nanotechnology Reviews 4 (6), 533–555, 1, 2015 pdf, Endnote
- Yang Hong, Jingchao Zhang*, Xiaopeng Huang, Xiao Cheng Zeng*, “Thermal conductivity of a two-dimensional phosphorene sheet: a comparative study with graphene”, Nanoscale 7, 18716-18724, 3, 2015 pdf, Endnote
- Jingchao Zhang, Yang Hong, Zhen Tong, Zhihuai Xiao*, Hua Bao, Yanan Yue*, “Molecular Dynamics Study of Interfacial Thermal Transport between Silicene and Substrate” Back Cover Article, Physical Chemistry Chemical Physics 17, 23704-23710, 2, 2015 pdf, Endnote
- Jingchao Zhang*, Yang Hong, Yanan Yue*, “Thermal transport across graphene and single layer hexagonal boron nitride”, Journal of Applied Physics 117 (13), 134307, 8, 2015 pdf, Endnote
- Man Li, Jingchao Zhang, Xuejiao Hu, Yanan Yue*, “Thermal transport across graphene/SiC interface: effects of atomic bond and crystallinity of substrate”, Applied Physics A 119 (2), 415-424, 3, 2015 pdf, Endnote
- Jingchao Zhang, Fei Xu, Yang Hong, Qingang Xiong*, J Pan*, “A comprehensive review on the molecular dynamics simulation of the novel thermal properties of graphene”, RSC Advances 5, 89415-89426, 2015 pdf, Endnote
- Yang Hong, Lei Li, Xiao Cheng Zeng*, Jingchao Zhang*, “Tuning thermal contact conductance at graphene-copper interface via surface nanoengineering”, 2015 Hot Papers in Nanoscale Nanoscale 7, 6286-6294, 8, 2015 pdf, Endnote
- Xiaoduan Tang, Shen Xu, Jingchao Zhang, Xinwei Wang*, “Five orders of magnitude reduction in energy coupling across corrugated graphene/substrate interfaces”, ACS Applied Materials & Interfaces 6 (4), 2809-2818, 6, 2014 pdf, Endnote
- Jingchao Zhang, Xinwei Wang*, Huaqing Xie, “Co-existing heat currents in opposite directions in graphene nanoribbons”, Physics Letters A 377 (41), 2970-2978, 6, 2013 pdf, Endnote
- Chong Li, Jingchao Zhang, Xinwei Wang*, “Phase change and stress wave in picosecond laser–material interaction with shock wave formation”, Applied Physics A 112 (3), 677-687, 8, 2013 pdf, Endnote
- Jingchao Zhang, Xinwei Wang*, Huaqing Xie, “Phonon energy inversion in graphene during transient thermal transport”, Physics Letters A 377 (9), 721-726, 8, 2013 pdf, Endnote
- Jingchao Zhang, Xinwei Wang*, “Thermal transport in bent graphene nanoribbons”, Nanoscale 5 (2), 734-743, 15, 2013 pdf, Endnote
- Jingchao Zhang, Yongchun Wang, Xinwei Wang*, “Rough contact is not always bad for interfacial energy coupling”, Nanoscale 5 (23), 11598-11603, 12, 2013 pdf, Endnote
- Yanan Yue, Jingchao Zhang, Xinwei Wang*, “Micro/Nanoscale Spatial Resolution Temperature Probing for the Interfacial Thermal Characterization of Epitaxial Graphene on 4H‐SiC”, Small 7 (23), 3324-3333, 37, 2011 pdf, Endnote
- Jingchao Zhang, Xiaopeng Huang, Yanan Yue, Jianmei Wang, Xinwei Wang*, “Dynamic response of graphene to thermal impulse”, Physical Review B 84 (23), 235416, 24, 2011 pdf, Endnote