孔凡童，博士，副教授，硕士生导师，本硕博毕业于中国石油大学（华东）。主持国家自然基金青年项目1项，企业横向项目3项，发表SCI论文15篇，其中一作发表SCI一区2篇，SCI二区4篇，通讯发表SCI二区2篇，发表EAGE、SEG等国内外会议论文8篇。授权国家发明专利3项，IEEE TGRS，GRSL，PS、GSE等期刊审稿人。招收对声波测井、深度学习等领域有兴趣的研究生，欢迎邮件联系 （kft_upc@hotmail.com）。

研究方向：

1、声波远探测信号智能处理与解释

2、声波远探测成像图智能处理

3、井周速度剖面智能评价

4、声波测井信号智能频散处理

已发表论文：

1.Fantong Kong,Yongxiang Liu, Biqi Zhang, Chengming Luo, Xihao Gu, and Zhen Li. 2025. A Dispersive Processing of Borehole Guided Wave Data Using Multitask Physics-Informed Deep Learning. (IEEE Transactions on Geoscience and Remote Sensing, SCI一区TOP)

2.Fantong Kong, Yongxiang Liu, Xihao Gu, Zhen Li, Chengming Luo, and Shengqing Li. 2024. Extraction of reflected waves from acoustic logging data using variation mode decomposition and curvelet transform. (Petroleum Science, SCI一区TOP)

3.Fantong Kong, Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, Xiaoming Tang, and Stefano Tubaro. 2020. Deep prior-based unsupervised reconstruction of irregularly sampled seismic data. (IEEE Geoscience and Remote Sensing Letters, SCI二区，引用：80).

4.Fantong Kong, Hanchang Xu, Xihao Gu, Chengming Luo, and Shengqing Li. 2023. Denoising method of borehole acoustic reflection image using convolutional neural network.(Geoenergy Science and Engineering, SCI二区TOP)

5.Fantong Kong, Hanchang Xu, Xihao Gu, Chengming Luo, and Shengqing Li. 2023. Segmentation of borehole acoustic reflection image using feature pyramid network and transfer learning. (Geoenergy Science and Engineering, SCI二区TOP)

6.Fantong Kong, Yongxiang Liu, Biqi Zhang, Chengming Luo, and Xihao Gu. 2026. A physics-informed deep learning method for dispersive processing of borehole dipole wave data using synthetic dataset. (Geoenergy Science and Engineering, SCI二区TOP)

7. Yongxiang Liu, Biqi Zhang,Fantong Kong, Biao Wang, and Chengming Luo. 2026. Hybrid active learning with wavelet scattering transform and attention-augmented networks for underwater acoustic signal classification under data scarcity. (Ocean Engineering, SCI二区,通讯作者).

8. Yongxiang Liu, Biqi Zhang,Fantong Kong, Biao Wang, Chengming Luo, and Lin Ma. 2025. Underwater acoustic classification using wavelet scattering transform and convolutional neural network with limited dataset. (Applied Acoustics, SCI二区,通讯作者)

9.孔凡童,庄春喜,苏远大,唐晓明. 2017.随钻四极横波测量的数据驱动频散处理方法. (地球物理学报，SCI四区)

10.Fantong Kong, Can Jiang, Yuanda Su, and Xiaoming Tang. 2020. A multiple filtering and correlation array signal processing technique for cased-hole acoustic logging and applications. (Interpretation, SCI四区)

11. Xihao Gu,Fantong Kong, Yuanda Su, Xiaoming Tang. 2024. Radiation efficiency and energy distribution from a borehole dipole source in the vertical transverse isotropic formation. (Petroleum Science, SCI一区)

12.庄春喜,李杨虎,孔凡童,陈鸣,张聪慧,苏远大,唐晓明. 2019.随钻斯通利波测井反演地层渗透率的理论、方法及应用. (地球物理学报，SCI四区)

13.Fantong Kong, Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, and Stefano Tubaro. 2020. Deep prior-based seismic data interpolation via multi-res U-net. (SEG,行业主流会议)

14.Fantong Kong, Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, and Stefano Tubaro. 2020. A deep prior convolutional autoencoder for seismic data interpolation. (EAGE,行业主流会议)

15.Fantong Kong, Yongxiang Liu, Hanchang Xu, and Biao Wang. 2024. Underwater Acoustic Classification Using Wavelet Scattering Transform and Convolutional Neural Network.(IEEE COA, EI收录)

16.Fantong Kong, Yongxiang Liu, and Zhen Li. 2024. Extraction of Reflected Event from Acoustic Logging Waveform Using VMD and Curvelet Transform. (IFEDC, EI收录)

项目：

国家自然科学基金青年项目“缝洞型碳酸盐岩储层的声波远探测成像智能增强方法研究”（项目编号：42204126），主持，2023-01至2025-12（结题）