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Biography

XUE JIAN

E-mail: xue9835426@gmail.com

EDUCATION

Georgia Institute of Technology Mar 2023 - now M.E. in Computer Science

The University of Tokyo, Ph.D. in Disaster Prevention Informatics , Urban Earthquake Disaster Mitigation Engineering and Disaster Process Management Engineering Lab, Sep 2020 - Oct 2024

The University of Tokyo, Research student, Urban Earthquake Disaster Mitigation Engineering and Disaster Process Management Engineering Lab, Aug 2019 - Sep 2020

Beijing institute of Technology, State Key Laboratory of Explosion Science and Technology Sep 2016 - Jul 2018

Taiyuan University of Technology Sep 2015 - Jul 2018 M.E. in Mechanical Engineering

Taiyuan University of Technology Sep 2011 - Jul 2015 B.E. in Underground Civil Engineering

INTERNSHIP AND ACADEMIC ACTIVITIES

Institute of Industrial Science, The University of Tokyo Tokyo, Japan, October 2020 - September 2024

  • Assisted undergraduate and graduate students with their daily studies and research, providing academic guidance
  • Participated in planning and organizing academic research activities

CAEP Soflware Center for High Performance Numerical Simulation Beijing, China, February 7, 2022 - February 26, 2022

  • Development of parallel algorithm for SPH based on GPU
  • Improving the accuracy of SPH boundary calculations through ghost particle correction

RIKEN Center for Computational Science Kobe, Japan, January 18, 2021 - January 29, 2021

  • Design and Debugging of Soil Liquefaction Calculation Algorithm
  • Development of parallel algorithm for debris flow simulation and debugging/optimization on the Fugaku supercomputer platform

Summer School, CSCS - Swiss National Supercomputing Centre Lugano, Switzerland, July 13, 2020 - July 24, 2020

  • Intro GPU architecture
  • CUDA, OpenACC and python code in HPC
  • Introduction to Distrubuted training for Machine Learning and Deep Learning
ACADEMIC CONFERENCES

  • 「富岳」流体予測革新プロジェクトシンポジウム (Tokyo, Japan, March 09, 2022)

  • SupercomputingAsia (SCA) conference 2022 (Singapore, March 1, 2022 - March 3, 2022)

  • 「富岳」BEGINS - 理化学研究所計算科学研究センターシンポジウム(Kobe, Japan, September 17, 2021)

  • スーパーコンピュータ「富岳」共用開始イベントHPCIフォーラム(Kobe, Japan, March 9, 2021)

  • SupercomputingAsia (SCA) conference 2022 (Singapore, March 1, 2021 - March 3, 2021)

  • The International Society of Multiphysics (Beijing, China, 2017.12)

  • National Symposium on Warheads and Damage Technology (Beijing, China, 2017.10)

  • The Chinese Congress of Theoretical and Applied Mechanics (Beijing, China, 2017.8)

  • National Conference on Explosion Mechanics (Zhuhai, China, 2016.11)

Events, Supercomputing Division, Information Technology Center, The University of Tokyo
  • 「OpenFOAM中級・3次元ダムブレイク流れ」January 18, 2022
  • 「OpenFOAM中級」January 19, 2021
  • 「GPUプログラミング入門」December 15, 2020
  • 「OpenACCとMPIによるマルチGPUプログラミング入門」December 22, 2020
  • 「科学技術計算の効率化入門 」October 7, 2020
  • 「 OpenFOAM初級 」September 29, 2020
  • 「OpenFOAM初級 」July 21, 2020
  • 「一日速習：有限要素法プログラミング徹底入門」June 12, 2020
PUBLICATIONS

  • Xue Jian, Hui Yu, Su Bingxin, Hoileong Lee, DEMEF: Dynamic Entity Alignment Enhanced by Logic Rule and Multimodal Fusion, Expert Systems with Applications, ESWA-D-25-09465

  • Xue Jian, Hui YU, Haoguo XU, Su Bingxin, A Hybrid Framework Integrating Negative Sample Learning and Attention-Feature Decoupling for Enhanced SAR Vehicle Detection, Neurocomputing, NEUCOM-D-25-02262.

  • Su Bingxin, Xue jian, Zhong Jingxing, an Junhao, SRUnet: A Model Integrating Super-Resolution Module and UNet for Marine Oil Spill Segmentation Tasks, Expert Systems with Applications（Under review, Co-first author)

  • XUE JIAN, Meguro Kimiro. SPH Based Numerical Analysis of 2021 Atami Debris Flows. Global Forum on Disaster Solutions (GFDS). #79-183

  • Zhang changsuo, Xue Jian, Wang Cheng. Study on the Characteristics of Underwater Explosion Bubble near Perforated Solid Wall. Transactions of Beijing Institute of Technology. C170144

  • Song ShuiZhou, Zhang Changsuo, Xue Jian. Research on the Application of Blast-Unloading in Increasing the Lump Coal Rate of Fully-Mechanized Mining Face. Coal Technology. 2018, 37(3): 52-54

  • Xue Jian, Wang Cheng. Motional Characteristic of Underwater Explosion Bubble near Circular Hole of Solid Wall. The International Conference of Multiphysics. MC1755

  • Xue Jian, Wang Cheng. Study on the Characteristics of Underwater Explosion Bubble near Perforated Solid Wall. The Chinese Congress of Theoretical and Applied Mechanics. CCTAM2017-A31-MS091-0412

REPRESENTATIVE HONORS
  • Academic Scholarship of Taiyuan University of Technology (Oct 2017)
  • Academic Scholarship of Taiyuan University of Technology (Jun 2018)
  • Japanese Government (MEXT) Doctoral Scholarship (Jun 2018)
  • Outstanding Graduate Thesis (Aug 2018)
  • Academic Scholarship of Taiyuan University of Technology (2013)
  • Academic Scholarship of Taiyuan University of Technology (2012)
CERTIFICATES

  • Completion Certificate for the Computational Science Alliance University of Tokyo Computational Science Alliance, Issued Sep 2022, Credential ID No. G-0054

  • Certificate of Completion for the Basic Course in Deep Learning Graduate School of Engineering, University of Tokyo, Issued Aug 2022, Credential ID 2022292000

  • Certificate of Completion for the Basic Course in Data Science Graduate School of Information Science and Technology, University of Tokyo, Issued Mar 2022, Credential ID No. 基ー０５３９

  • Certificate of Completion for the Annual Advanced Artificial Intelligence Course Next Generation Artificial Intelligence Research Center, University of Tokyo, Issued Jan 2022

PARTICIPATED RESEARCH PROJECTS

Post-disaster Analysis of Atami Debris Flow Numerical Simulation Based on Lidar Point Cloud Processing and Modeling. Dec 2021 - now Institute of Industrial Science, The University of Tokyo

  • Large-scale drone point cloud classification

  • Point cloud classification, clipping, denoising and thinning and interpolation to supplement gaps in point clouds

  • Creating 3D model based on point cloud information

  • Numerical simulation and analysis of debris flow process reconstruction based on Smoothed Particle Hydrodynamics (SPH)

  • Debris flow impact Force, slide distance, and deposition height analysis and prediction based on deep learning models

Numerical Simulation of Impact-Resistant Structures‘s Dynamic Response and Deformation under High Load Conditions Dec 2016 - Jul 2018 State Key Laboratory of Explosion Science and Technology, Beijing Institute of Technology

  • CAD modeling of impact-resistant structures

  • Comparison and verification of numerical simulation results with experimental data, and designing numerical simulations to replicate different working conditions in research papers

  • Repeated analysis of stress concentration points and fracture-prone areas in impact-resistant structures based on numerical simulation results, with subsequent optimization and improvement of the structures

Damage Characteristics of Near-field Underwater Explosion (Funding: 400,000 RMB per year) Jan 2016 - Jul 2018

State Key Laboratory of Explosion Science and Technology, Beijing Institute of Technology

Duty: main participant

  • Simulate bubble pulsation and water jet in an underwater explosion on the free surface, in the free field, and near the structure.

  • Focus on the influence of structure on bubble pulsation and water jet, and the influence of damaged structure on bubble pulsation and water jet in the second hit.

  • Design scale-down experiments of near-free-surface and near-structure underwater explosions.

SKILLS
  • C++, Python, MPI, OpenMP
  • Smooth Particle Dynamics(SPH), Material Points Methods(MPM), Finite Difference Methods
  • Software: proficiency in Ansys Autodyn, Ls-dyna, Abqus, Origin and AutoCAD.
LANGUAGES

  • Mandarin: Native.

  • English: Fluent.

    • TOEFL: 107

    • GRE: V162 + Q167 + A3.5

  • Japanese: Intermediate.

    • JLPT N2
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