主持或參加科研項目: 1. 國家自然科學基金地區科學基金項目, 61861038, 基于形態完備性分析的非均質三維圖像重建算法研究,合作單位負責人 2. 國家自然科學基金青年基金項目,61601266,基于紋線流和群集性的群體異常行為識別和分級預警研究,合作單位負責人 3. 國家自然科學基金委員會, 面上項目, 61873218, 基于機器學習的時變網絡表示方法研究,主研 4. 國家重點研發計劃,超快響應濕度傳感器在油氣勘探、工業監控等領域的應用驗證,項目骨干 5. 國家重點研發計劃,井筒穩定性閉環響應機制與智能調控方法,主研 6. 國家重點實驗室開放研究課題,基于計算機視覺的三維鉆頭磨損識別研究,主持 代表性研究成果: (1)Jiang Jun, Luo Fang, Zhang H, et al. Adaptive Multiexpert Learning for Lithology Recognition[J]. SPE Journal, 2022 (SCI) (2)Jiang Jun, Guo Zhengzheng. Unsupervised Adversarial Domain Adaptation Regression for Rate of Penetration Prediction[J]. SPE Journal, 2023, (SCI) (3)Jiang Jun, Wang X Y, Gao M, et al. Abnormal behavior detection using streak flow acceleration[J]. Applied Intelligence, 2022. (SCI) (4) Xinyue Wang, Jun Jiang(通信作者), Mingliang Gao, Zheng Liu , Chengyuan Zhao, Activation ensemble generative adversarial network transfer learning for image classification[J]. Journal of Electronic Imaging,2021. (SCI) (5)Mingliang Gao, Jun Jiang(通信作者), Jin Shen, Guofeng Zou, Guixia Fu, Crowd motion segmentation and behavior recognition fusing streak flow and collectiveness[J]. OPTICAL ENGINEERING.,2018. (SCI) (6)Gao M, Jiang J, Zou G, et al. RGB-D-based object recognition using multimodal convolutional neural networks: a survey[J]. IEEE access, 2019 (SCI) (7).Fuxiang Liu, Mingliang Gao, Xiangqun Li, Hongwei Lin, Keyan Deng, Yongsheng Xu, Jun Jiang, Reconstruction of 3D porous medium using a type of cascaded polymorphic method[J]. Microporous and Mesoporous Materials, 2021(SCI). |