计算物理、机器学习

   

082701-核能科学与工程

计算物理，机器学习

2019-11--中国科学院近代物理研究所   高级工程师
2017-08--2019-10   中国科学院近代物理研究所   助理研究员
2012-09--2017-07   中国科学院大学   理学博士
2008-09--2012-07   云南大学   理学学士

   

2019-11~现在, 中国科学院近代物理研究所, 高级工程师
2017-08~2019-10,中国科学院近代物理研究所, 助理研究员

   

（1） Effect of boundaries on flow behavior of granular material in a hopper, Powder Technology, 2025, 第 2 作者  通讯作者
（2） 密集颗粒流靶流动性的研究现状及展望, 上海理工大学学报, 2023, 第 1 作者
（3） Estimating grain size of microgranular material using laser-induced breakdown spectroscopy combined with machine learning algorithms, Plasma Science and Technology, 2023, 第 3 作者
（4） Transformer-based deep learning method for optimizing ADMET properties of lead compounds, Physical Chemistry Chemical Physics, 2023, 第 3 作者
（5） Accelerating the discovery of anticancer peptides targeting lung and breast cancers with the Wasserstein autoencoder model and PSO algorithm, Briefings in Bioinformatics, 2022, 第 2 作者
（6） Granular temperature in a boundary-driven oscillating granular inclined flow, Physics of Fluids, 2022, 第 1 作者
（7） A fast and accurate GPU based method on simulating energy deposition for beam-target coupling with granular materials, COMPUTER PHYSICS COMMUNICATIONS, 2021, 第 7 作者
（8） Influence of an inserted bar on the flow regimes in the hopper, Chinese Physics. B, 2021, 第 4 作者
（9） Transformer-Based Generative Model Accelerating the Development of Novel BRAF Inhibitors, ACS CHEMICAL NEUROSCIENCE, 2021, 第 2 作者
（10） Deep Scoring Neural Network Replacing the Scoring Function Components to Improve the Performance of Structure-Based Molecular Docking, ACS CHEMICAL NEUROSCIENCE, 2021, 第 2 作者
（11） A numerical study of dynamics in thin hopper flow and granular jet, A numerical study of dynamics in thin hopper flow and granular jet*, Chinese Physics B, 2020, 第 2 作者
（12） Flowability of Inclined Dense Granular-flow Target, 原子核物理评论, 2020, 第 2 作者
（13） Parametric study of the clustering transition in vibration driven granular gas system, Chinese Physics. B, 2020, 第 5 作者
（14） Criteria for Beverloo's scaling law, Chinese Physics. B, 2019, 第 3 作者
（15） Inclined granular flow in a narrow chute, The European Physical Journal E, 2019, 第 2 作者
（16） Validation of the idea of granular flow target: A beam coupling test, Nuclear Engineering and Design, 2018, 第 10 作者
（17） 三维漏斗中颗粒物质堵塞问题的数值实验研究, Acta Physica Sinica, 2018, 第 2 作者
（18） The influence of orifice shape on the flow rate: A DEM and experimental research in 3D hopper granular flows, Powder Technology, 2018, 第 3 作者
（19） Preliminary research on flow rate and free surface of the accelerator driven subcritical system gravity-driven dense granular-flow target, PLOS ONE, 2017, 第 6 作者
（20） New target solution for a muon collider or a muon-decay neutrino beam facility: the granular waterfall target, PHYSICAL REVIEW ACCELERATORS AND BEAMS, 2017, 第 2 作者
（21） Implementing discrete element method for large-scale simulation of particles on multiple GPUs, Computers & Chemical Engineering, 2017, 第 5 作者
（22） Dense granular Flows: a conceptual design of high-power neutron source, Powders & Grains 2017, 2017, 第 4 作者
（23） Investigation of flow rate in a quasi-2D hopper with two symmetric outlets, PHYSICS LETTERS A, 2016, 第 3 作者
（24） Identify signature regulatory network for glioblastoma prognosis by integrative mRNA and miRNA co-expression analysis, IET SYSTEMS BIOLOGY, 2016, 第 2 作者
（25） Influence of geometrical and material parameters on flow rate in simplified ads dense granular-flow target: a preliminary study, JOURNAL OF NUCLEAR SCIENCE AND TECHNOLOGY, 2016, 第 5 作者
（26） Investigation of the reservoir as a feeder of inclined granular flows, GRANULAR MATTER, 2016, 第 1 作者
（27） Influence of Inclined Angles on the Stability of Inclined Granular Flows Down Rough Bottoms, Proceedings of the 7th International Conference on Discrete Element Methods, 2016, 第 1 作者
（28） Evaluation of Influences of Frictions in Hopper Flows Through GPU Simulations, The proceedings of the 5th International Conference on Frontier Computing, 2016, 第 3 作者
（29） 漏斗流颗粒散裂靶中堵塞问题的数值研究, 第三届全国颗粒材料计算力学会议 (CMGM-2016), 2016, 第 1 作者
（30） RECENT PROGRESS ON THE GRAVITY-DRIVEN DENSE GRANULAR FLOW SPALLATION TARGET, 12th International Topical Meeting on Nuclear Applications of Accelerators, 2015, 第 6 作者
（31） Constructing Weighted Gene Correlation Network on GPUs, The 4th International Conference on Frontier Computing (FC 2015), 2015, 第 1 作者
（32） Proteomic analysis of effects by x-rays and heavy ion in HeLa cells, RADIOLOGY AND ONCOLOGY, 2014, 第 2 作者