刘今子,毕业于北京科技大学,工学博士,副教授,硕士生导师。黑龙江省工业与应用数学会理事、全国大学生数学建模竞赛国家级优秀指导教师、大庆市龙凤区政协委员(九三学社)。主要从事应用数学方法、机器学习算法解决油藏数值模拟、非常规油气藏渗流特征等领域的研究。发表科研论文20余篇,其中:SCI检索2篇,专著1部。主持完成东北石油大学校青年科学基金、校引导性创新基金各1项。参与国家自然科学基金(重点项目)、黑龙江省自然科学基金等多项。
主持黑龙江省教育厅教改项目1项、黑龙江省规划厅重点规划课题1项,曾获东北石油大学教学成果奖1项。
主要成果:
[1] 刘今子. 低渗透非均质油藏构型参数反演理论方法. 北京:冶金工业出版社,2018.
[2] Jinzi Liu, Xinyu Liu. Recognition and Classification for Inter-well Nonlinear Permeability Configuration in Low Permeability Reservoirs Utilizing Machine Learning Methods[J]. Frontiers in Earth Science.2022,(10):1-12.
[3] Liu.Jinzi. Potential for Evaluation of Inter-Well Connectivity under the Effect of Intra-Formational Bed in Reservoirs Utilizing Machine Learning Methods[J]. GEOFLUIDS, 2020, (6):1-10.
[4] Jinzi Liu, Xinyu Liu, Lifeng Guo, et al. Application of Random Forests Classifier in Water Flooded Layer Identification[A]. 2nd IYSF Academic Symposium on Artificial Intelligence and Computer Engineering, Oct 7-8, IYSF-ASAC 2021[C]. The International Society for Optical Engineering, 2021. Xi'an, China.
[5] Jinzi Liu, Wenying Du, Chong Zhou, et al. Rock Image Intelligent Classification and Recognition Based on Resnet-50 Model[A]. 7th International Conference on Energy Technology and Materials Science, Sep 27-29, IECTMS 2021[C]. Journal of Physics: Conference Series, 2021. Zhoushan, China.
[6] 刘今子,杜文颖,董驰,等. 基于色彩空间和深度残差网络ResNet-50的复杂岩性油气藏岩石样本智能分类及识别[J]. 科学技术与工程,2023,23(29):12628-12637.
[7] 刘今子,董浩,方文璇,等. 基于卷积神经网络的直肠癌淋巴结转移的智能判断模型研究[J]. 科学技术与工程,2022,22(32):14328-14338.