职称：讲师
专业/研究领域：计算机科学与技术/冲击地压微震监测算法、人工智能、图卷积神经网络
教师简介
战凯，男，山东烟台人，地球物理学博士，讲师，硕士生导师。长期从事冲击地压微震监测算法及深度学习等方面的教学科研工作：包括震源定位算法研发、层析成像算法研发、震源机制算法研发、矿震预测算法研发、震源机制应力场反演分析等，相关成果经鉴定达到国际领先水平。以第一/通讯作者身份在RMRE、JRMGE、IEEE TGRS等TOP期刊发表SCI论文30余篇，授权发明专利10余项，作为主要起草人参与地方标准2部，作为研究骨干参与国家自然科学基金重点项目2项、国家重点研发计划1项，辽宁省面上基金1项，主持企业委托项目4项。获应急管理科技创新二等奖、中国安全生产协会科技进步二等奖等。兼任《Geohazard Mechanics》(中国科技期刊卓越行动计划高起点期刊)青年编委，是Geophysics、RMRE、IJRMMS等多个期刊的审稿人。
讲授的课程、代表性论著成果及主持或参与的科研项目
代表性论著成果
[1] Zhan k, Luo H*, Pan Y S, et al. 2026. Three-Layer Physics-Constrained Riemannian Manifold Deep Network for Microseismic Event Localization in Coal Mines[J]. IEEE Transactions on Geoscience and Remote Sensing. （SCI一区，TOP期刊）
[2] Zhan K, Luo H*, Xu R, et al. 2025. Inversion of Stress Redistribution Based on Focal Mechanism Solutions: A Case Study of the Dongtan Coal mine[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[3] Zhan K, Wen X T*, Zhang L, et al. 2024. ActiveGCN-CT: Active Learning-Enhanced Graph Convolutional Networks for Computed Tomography Inversion in Coal Mines[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[4] Zhan K, Wen X T*, Xu R, et al. 2024. LGF SeismoLocator: A Deep Learning Model for Precision Microseismic Event Localization in Coal Mines[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[5] Zhan K*, Wen X T, Wang C, et al. 2024. A Method for Coal Mine Seismic Network Detection Capability Calculation Based on Energy[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[6] Zhan K, Wang X B*, Wen X T, et al. 2024. Bayesian Microseismic Localization Method Based on the Maximum Entropy Hamiltonian Monte Carlo Markov Chain Approach[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[7] Zhan K, Zheng X*, Xu R, et al. 2024. GFFMNet: Prediction Method for Coal Mine Seismic Focal Mechanisms Based on GCN[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[8] Zhan K, Wang X B*, Wen X T, et al. 2025. Enhanced Microseismic Event Localization in Coal Mines Using the EDDI-Based Cross-Correlation Stacking Method[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
[9] Zhan K, Song P*, Luo H,et al. 2026. An early warning method for high-energy mine seismic events based on spatiotemporal clustering and fractal dimension analysis[J]. Geomechanics and Geophysics for Geo-Energy and Geo-Resources. （SCI二区）
[10] Zhan K, Wang C*, Zheng X G, et al. 2024. Seq2Seq-based GRU autoencoder for anomaly detection and failure identification in coal mining hydraulic support systems[J]. Scientific Reports.（SCI二区）
[11] Zhan K, Wen X T*, Wang X B, et al. 2023. A method for characterization of stress concentration degree of coal mine roadway surrounding rock[J]. Journal of Geophysics and Engineering.（SCI三区）
[12] Zhan K, Wen X Y, Wang X B*, et al. 2023. Graphical neural networks based on physical information constraints for solving the eikonal equation[J]. Journal of Geophysics and Engineering.（SCI三区）
[13] Zheng X G*, Wang C, Kong C, Liu C C, Zhan K, Xu R. 2025. Deep Learning Approach for Hydraulic Support Anomaly Detection: Utilizing Convolutional Autoencoders and Dynamic Time Warping Technology[J]. Rock Mechanics and Rock Engineering.（SCI一区，TOP期刊）
本人始终坚持立德树人、因材施教，注重培养学生严谨求实的科研作风、独立思考的学术能力、解决实际问题的创新意识和面向学科前沿的国际视野，努力帮助学生成长为有理想、有本领、有担当的青年科研人才。
治学格言：静心求知，潜心问学；求真务实，行稳致远。
联系方式：zhankai@lnu.edu.cn
