Name：Ya-juan Xue

Degrees: PhD

Title：Professor, Doctoral Supervisor

Department：the School of Communication Engineering

Research interests：Research on algorithms and applications related to artificial intelligence and intelligent information processing, vibration signal processing and information extraction, geophysical prospecting and information technology

Research team：Intelligent Information Processing

E-mail：xueyj0869@cuit.edu.cn

【Biography】

Ya-juan Xue is currently a Professor with the School of Communication Engineering, Chengdu University of Information Technology, Sichuan, China. She was awarded as the thirteenth batch outstanding expert with outstanding contributions of Sichuan Province, China since 2018. She has participated in several national research programs under the National Natural Science Foundation of China (NSFC). She is currently the Principal Investigator (PI) in several national and regional research projects, especially the national young research projects funded by NSFC, the outstanding young academic leaders fund of Sichuan Province. In recent years, she has published more than 80 papers in high-level journals and important academic conferences at home and abroad. She is a life member of Chinese Geophysical Society, active member of the Society of Exploration Geophysicists (SEG). She is a Review Editor of the journal ‘Frontiers in Earth Science’. She is also the reviewer for the journals such as 《Surveys in Geophysics》、《IEEE Transactions on Geoscience and Remote Sensing》、《IEEE Transactions on Neural Systems & Rehabilitation Engineering》、《IEEE Transactions on Circuits and Systems II: Express Briefs》、《IEEE Geoscience and remote sensing letters》、《Data Mining and Knowledge Discovery》、《Journal of Petroleum Science and Engineering》、《Geophysics》、《Geophysical Prospecting》、《Journal of Earthquake Engineering》、《Exploration Geophysics》、《Acta Geophysica》、《Interpretation》、《Journal of applied Geophysics》、《Electrical Engineering》、《Digital Signal Processing》、《Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences》、《Measurement》、《IEEE Access》、《Measurement》、《CSEE Journal of Power and Energy Systems》、《Complexity》、《Defence Technology》.  

【Courses &Teaching】

Undergraduate course："Speech Signal Processing", "Satellite Communication", "TRIZ Innovation Method", "Introduction to International Information Technology"

Postgraduate course："Frontiers of Modern Communication Technology", "Intelligent Information Processing Technology"

【Projects】

Selected Projects in recent years:

1. Special Project of Local Science and Technology Development guided by Central Government in Sichuan, 2021ZYD0030, Research on Quantum Analysis Theory and Estimation Method for Weak Information Extraction in Deep Reservoirs, 2021/06-2022/06, 500,000 yuan. In the research. Project leader.

2. Natural Science Foundation of Sichuan, 23NSFSC1101, Research on the Theory and Method of Spiking Neural Network Identification for Carbonate Reservoirs in Sichuan Basin，2023/01-2024/12、200,000 yuan. In the research. Project leader.

3. Open project of Sinopec Key Laboratory of Elastic Wave Theory and Detection Technology, 2021H316, Research on gas-bearing detection methods of deep carbonate reservoirs, 2021/06-2022/06, 150,000 yuan. In the research. Project leader.

4. Research on EMD-based gas-bearing detection methods for carbonate reservoir, National Natural Science Foundation of China（Grant No. 41404102）. Finished. Project leader.

5. Theory and Methods of hydrocarbon detection using local wave decomposition in deeply buried reservoirs, the outstanding young academic leaders fund of Sichuan Province（Grant No. 2016JQ0012）. Finished. Project leader.

6. Research on Mechanism and Method of Fluid identification based on Adaptive Intrinsic Characteristic Wave for Deep Carbonate Reservoirs，Open Fund of State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation(Grant No.PLC20180601). Finished. Project leader.

7. Deep Reservoir Prediction and Hydrocarbon Detection using Synchrosqueezed Wavelet Transform，Sinopec Key Laboratory of Geophysics Open Fund 2018 （Grant No.2019H011）. Finished. Project leader.

8. Strong amplitude suppression in coal seam of Ordos Basin and adaptive method of weak signal recovery on underlying reservoir，the Key Project of Sichuan provincial Education Department (Grant No. 16ZA0218). Finished. Project leader.

9. Seismic Attenuation Estimation Method Based on Variational Mode Decomposition，Sinopec Key Laboratory of Geophysics Open Fund 2016 （Grant No.2016H147）. Finished. Project leader.

10. Research on the prediction theory and method of deep carbonate gas reservoirs in Sichuan Basin based on seismic coherence tomography, the Joint Fund Project of the National Natural Science Foundation of China (U1562219). Finished. The first principal participant.

11. Research on key technologies for oil and gas structural belt identification and reservoir prediction, sub-project of the National Key R&D Program of the Ministry of Science and Technology (2016YFC060110604). Finished. The second principal participant.

12. Theory and methods of 'Three Weak' gas reservoir prediction based on deep learning of seismic data in Sichuan Basin, National Natural Science Foundation of China（Grant No. 41430323）. Finished. Participated.

13. Adaptive random signal decomposition algorithm optimization and application research on hydrocarbon detection, commissioned by the Geophysical Research Institute of Zhongyuan Oilfield Branch of China Petrochemical Corporation (2020H316). Finished. Project leader.

【Publications】

Selected Publications in recent years:

1. Ya-juan Xue*, Xing-jian Wang, Jun-xing Cao, Zhe-ge Liu, Jia Yang, Quantum mechanics–based seismic energy absorption analysis for hydrocarbon detection, Geophysical Journal International, 2023, 233:1950-1959. SCI源刊 (2022 IF= 3.352).SCI 2区TOP期刊

2. Ya–juan Xue*, Xing–jian Wang*, Jun–xing Cao, Hao–kun Du, Jian-yong Xie, Jia-chun You, Xu-dong Jiang and Jia Yang. Estimation of seismic quality factor via quantum mechanics-based signal representation. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 4513011. SCI源刊 (2021 IF= 8.125).

3. Ya–juan Xue*, Jun–xing Cao, Xing–jian Wang, Hao–kun Du, Wei Chen, Jia–chun You, and Feng Tan, Q–factor estimation from surface seismic data in the time–frequency domain: A comparative analysis, Geophysics, 2022, 87(4): V261-V277. SCI源刊（2020 IF= 2.928）.

4.Ya-juan Xue*, Jun-xing Cao, Xing-jian Wang, and Hao-kun Du, Reservoir permeability estimation from seismic amplitudes using variational mode decomposition, Journal of Petroleum Science and Engineering. 2022,208E:109293. SCI源刊（2020IF=4.346）.

5.Ya-juan Xue*, Anastasia Pirogova, Jun-xing Cao and Xing-jian Wang，Q-factor estimation by compensation of amplitude spectra in synchrosqueezed wavelet domain, IEEE Transactions on Geoscience and Remote Sensing, 2021,59(3):2657-2665. SCI源刊（2020 IF= 5.6）.

6. Ya-juan Xue*, Jun-xing Cao, Xing-jian Wang, Hao-Kun Du. Estimation of seismic quality factor in the time-frequency domain using variational mode decomposition. Geophysics, 2020, 85(4):V329-V343. SCI源刊（2020 IF= 2.928）.

7. Ya-juan Xue*, Jun-xing Cao, Xing-jian Wang, Ying-xiang Li, and Jiang Du, Recent developments in local wave decomposition methods for understanding seismic data: Application to seismic interpretation, Surveys in Geophysics, 2019, 40(5):1185-1210. SCI源刊（2019 IF= 5.544）.

8. Ya-juan Xue*, Jun-xing Cao,Xing-jian Wang, Inverse Q filtering via synchrosqueezed wavelet transform, Geophysics, 2019,84(2): V121-V132. SCI源刊（2019 IF= 2.609）.

9. Ya-Juan Xue*, Hao-Kun Du, Jun-Xing Cao, Da Jin, Wei Chen, and Juan Zhou. Application of A Variational Mode Decomposition based Instantaneous Centroid Estimation Method to a Carbonate Reservoir in China，IEEE Geoscience and Remote Sensing Letters, 2018,15(3):364-368. SCI源刊（2019 IF=3.833）.

10. Ya-juan Xue*, Jun-xing Cao, Gu-lan Zhang, Guang-Hui Cheng, Hui Chen. Application of Synchrosqueezed Wavelet Transforms to Estimate the Reservoir Fluid Mobility. Geophysical Prospecting. 2018,66(7):1358-1371. SCI源刊 (2018 IF= 1.621).

11. Ya-Juan Xue*, Jian Zhang, Qiang Chang, Li-ping Zhang, Feng Zou. Instantaneous Frequency Extraction Using the EMD-based Wavelet Ridge to Reveal Geological Features. Frontiers in Earth Science, 2018, 6: 65. SCI源刊 (2018 IF=2.892).

12. Ya-juan Xue*, Jun-xing Cao, Hao-kun Du, Kai Lin, Yao Yao. Seismic attenuation estimation using a complete ensemble empirical mode decomposition-based method. Marine and Petroleum Geology,2016,71:296-309. SCI源刊（2018 IF=3.538）.

13. Ya-juan Xue*, Jun-xing Cao*, Da-xing Wang, Hao-kun Du, Yao Yao. Application of the variational mode decomposition for seismic time-frequency analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(8): 3821 - 3831. SCI源刊（2018 IF= 3.392）.

14. Ya-juan Xue*, Jun-xing Cao, Hao-kun Du, Gu-lan Zhang, Yao Yao. Does mode mixing matter in EMD-based highlight volume methods for hydrocarbon detection? Experimental evidence.Journal of Applied Geophysics，2016, 132:193–210.SCI源刊（2018IF=1.646）.

15. Ya-juan Xue*, Jun-xing Cao, Ren-fei Tian, Hao-kun Du, Yao-Yao. Wavelet-based cepstrum decomposition of seismic data and its application in hydrocarbon detection. Geophysical Prospecting. 2016,64 (6):1441-1453. Geophysical Prospecting. SCI源刊（2018 IF= 1.744）.

16. Ya-juan Xue*, Jun-xing Cao, Ren-fei Tian. EMD and Teager-Kaiser Energy Applied to Hydrocarbon Detection in a Carbonate Reservoir，Geophysical Journal International, 2014,197: 277-291. SCI源刊（2018 IF=2.777）.

17．Ya-juan Xue*, Jun-xing Cao*, Ren-fei Tian, Hao-kun Du, Ya-xiang Shu. Application of the empirical mode decomposition and Wavelet Transform to Frequency Attenuation Analysis, Journal of Petroleum Science and Engineering, 2014,122:360-370. SCI源刊（2018 IF=2.886）.

18．Ya-juan Xue*, Jun-xing Cao, Da-xing Wang, Ren-fei Tian, Ya-xiang Shu. Detection of gas and water using HHT by analyzing P- and S-wave Attenuation in Tight Sandstone Gas Reservoirs, Journal of Applied Geophysics, 2013,98:134-143. SCI源刊（2013 IF=1.301）.

19．Ya-juan Xue*, Jun-xing Cao, Ren-fei Tian. A Comparative Study on Hydrocarbon Detection Using Three EMD-based Time-Frequency Analysis Methods, Journal of Applied Geophysics，2013,89:108-115. SCI源刊（2013 IF=1.301）.

【Patents】

Selected Patents in recent years:

1. Ya-juan Xue, Jun-xing Cao, Xing-jian Wagn, Hao-kun Du. A Stable Seismic Quality Factor Q Estimation Method Based on variational mode decomposition. China, State Intellectual Property Office of the People's Republic of China, ZL 201910494524.3. Invention Patent. 2020.12.2.

2. Ya-juan Xue, Juan Zhou, Jiang Du, Ying-xiang Li, Zhan Wen, Hai-shi Wang. A method for estimating formation equivalent quality factor based on synchrosqueezed wavelet transform. China, State Intellectual Property Office of the People's Republic of China, ZL 2018106057389. Invention patent. 2020.10 .28.

3. Ya-juan Xue, Jun-xing Cao, Hao-kun Du, Qi-xing Chen, Ying-xiang Li, Jiang Du, Zhan Wen, Wenzao Li, Juan Zhou. A method for gas detection using seismic instantaneous centroid frequencies. China, State Intellectual Property Office of the People's Republic of China, ZL201710364806.2. Invention patent. 2018.11.29.

4. Ya-juan Xue, Jun-xing Cao. Seismic wave attenuation gradient estimation based on variational mode decomposition. China, State Intellectual Property Office of the People's Republic of China, ZL201510300798.6. Invention patent. 2017.9.22.

5. Xing-jian Wang, Ya-juan Xue, Jun-xing Cao, Wan-ping Liao, Qing-wu Li, Chong-ming Wang. A post-stack seismic wave relative wave impedance inversion method and system, China, State Intellectual Property Office of the People's Republic of China, Patent No.: ZL 202111096121.7. Invention patent. 2022.6.28.

6. Xing-jian Wang, Ya-juan Xue, Jun-xing Cao. A Method for Estimating the Attenuation Gradient of Seismic Waves Using Schrodinger Equation. China, State Intellectual Property Office of the People's Republic of China, Patent No.: ZL202111365766.6. Invention patent. 2023.1.4.

7. Yu-hua Zhao, Jin-hua Fu, Ya-juan Xue, Ren-fei Tian, Meng-bo Zhang, Juan Chen, Li-dong Gao, Si-jian Cheng. The suppression method of strong reflection amplitudes in seismic marked layer using empirical mode decomposition. China, State Intellectual Property Office of the People's Republic of China, ZL201510379767.4. Invention patent. 2017.10.17.

8. Qi-xing Chen, Hong-bing Yu, Min Geng, Ya-juan Xue, Yi Zheng. Detection unit and detection method of pressure twist and tear based on security sensor. China, State Intellectual Property Office of the People's Republic of China, Patent No.: ZL201510892577.2. Invention Patent. 2018.5 .29.

【Awards】

1. Wang Xingjian, Xue Yajuan, Cao Junxing, Qi Qiaomu, Tian Renfei, Hu Jiangtao. Key technologies and applications of gas-bearing detection in deep carbonate reservoirs in the Sichuan Basin, the third prize of Sichuan Science and Technology Progress Award, Sichuan Provincial People's Government, 2022.3. (Chengdu University of Technology, Chengdu University of Information Technology)

2. Xue Yajuan, Cao Junxing, Wang Xingjian, Du Haokun. A high-precision reservoir gas-bearing detection method based on variational mode decomposition, the third prize of the excellent paper of the 3rd Oil and Gas Geophysics Annual Conference, China Geophysical Society, 2019, 11.

3. Xue Yajuan, Outstanding Reviewer of SCI Journal "Digital Signal Processing" in 2018, 2018.

4. Cao Junxing, Xue Yajuan, Zhang Gulan, Tian Renfei, He Xiaoyan, Wang Xingjian, Lin Kai, Shu Yaxiang, Wu Shikai, Du Haokun. Reservoir gas-bearing evaluation method and technology based on seismic-print attribute analysis, 2016 China Geophysical Science and Technology Progress Award, second prize. October 2016.

5. Ya-juan Xue, Jun-xing Cao, Ren-fei Tian. Local Wave Decomposition Theory and Methods for Hydrocarbon Information Extraction in Deeply Buried Reservoirs（nominated）, 2016 Eni Award. 2015.11.12.

6. Xue Yajuan, 2015 Chengdu University of Information Technology Advanced Individual, Chengdu University of Information Technology, July 2015.