賈卓

E-mail: jiazhuo@csust.edu.cn;

個人簡介

賈卓，黑龍江大慶人，工學博士，IEEE Member，現(xiàn)為長沙理工大學土木工程學院講師，碩士生導師，主要研究領域涉及深度學習、數(shù)字信號處理以及地球物理智能正反演等，作為第一作者/通訊作者已在SCI等學術期刊上發(fā)表論文15篇，參與了國家重點研發(fā)計劃、國家自然科學基金面上項目。

教育背景及工作經(jīng)歷  

2020.09 – 2022.10 清華大學  自動化系     博士后

2016.09 – 2020.06 吉林大學  地球探測與信息技術學院  工學博士

2013.09 – 2015.07 東北大學  資源與土木工程學院   工學碩士

2009.09 – 2013.06 吉林大學  地球探測與信息技術學院  工學學士

主要研究領域  

u [1] 信號處理及應用

u 電磁信號處理；電磁反演成像；

u [2] 圖象處理及應用

u 電磁圖象增強；電磁圖象重構；電磁數(shù)據(jù)去噪

u [3] 機器學習

u 地球物理數(shù)據(jù)挖掘；探地雷達方法原理及應用

近兩年學術論文  

[1] Z. Jia, Y. Li, W. Lu, L. Zhang and P. Monkam, "EMRNet: End-to-End Electrical Model Restoration Network," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-12, 2022, Art no. 5917912.

[2] Y. Li, Z. Jia and W. Lu*, "Self-Supervised Deep Learning for 3D Gravity Inversion," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11, 2022, Art no. 5924311

[3] Z. Jia et al., "Deep Learning for 3-D Magnetic Inversion," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-10, 2023, Art no. 5905410.

[4] Z. Jia, Y. Wang, Y. Li, C. Xu, X. Wang and W. Lu*, "Magnetotelluric Closed-Loop Inversion," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-11, 2023, Art no. 5923511

[5] X. Shi, Z. Jia, H. Geng*, S. Liu and Y. Li, "Deep Learning Inversion for Multivariate Magnetic Data," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-10, 2024, Art no. 5900110.

[6] Y. Wang, Z. Jia and W. Lu*, "SEMI Net: Seismic-Electromagnetic Joint Inversion Network," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 5906615.

[7] Y. Li, Z. Jia, W. Lu* and C. Song, "Self-Supervised Knowledge-Driven Method for 3-D Magnetic Inversion," in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024, Art no. 3000805.

[8] H. Xu, L. Zhao, P. Jing, J. Yan, X. Zhu and Z. Jia*, "Machine Learning-Enhanced Interpolation of Gravity-Assisted Magnetic Data," in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024, Art no. 7503005.

科研項目經(jīng)歷

u 國家重點研發(fā)計劃課題：深部礦產(chǎn)資源地球物理綜合探測與信息提取，參與人

u 國家自然科學基金面上項目：基于閉環(huán)卷積神經(jīng)網(wǎng)絡的測井約束地震反演，參與人

u 國家重點研發(fā)計劃課題：基于人工智能的多元信息相容性表達研究，參與人