宋凯 - 天津大学 - 化工学院

个人简介

Education Background： Bachelor| Zhejiang University| Control Science and Engineering| 1998 Phd| Zhejiang University| Control Science and Engineering| 2005 Work Experience： Jun.2007- Associate professor of School of Chemical Engineering&Technology,Tianjin University,China Feb.2013-Oct.2015 Visiting Associate Professor of Department of Clinical Science,UT Southwestern Medical Center,United States Jun.2005-Jun.2007 Instructor of School of Chemical Engineering&Technology,Tianjin University,China Mar.1999-Aug.2000 Software Designer at Zhongxing Automation Ltd.of Zhejiang University,China Sep.1998–Feb.1999 Software Designer at Air-Condition Technology Department of Hisense Group,China Awards: 1.National teaching awards: “Exploration and Practice of bioengineering and biotechnology creative professionals and practical ability training” (Second level, Ranked Sixth), 2009 2."the 2008 International Genetically Engineered Machine Competition (iGEM)", Bronze Medal, Nov. 2008, United States of America, M.I.T. (Supervisor of Tianjin University team) 3. "the 2007 International Genetically Engineered Machine Competition (iGEM)", Gold Medal, Nov. 2007, United States of America, M.I.T. (Supervisor of Tianjin University team) Books: Kai Song, “Introduction of Synthetic Biology (in Chinese)”, Science Press, 2010, 02, Beijing, China 讲授课程: 控制工程基础过程装备控制技术及应用数据智能与先进控制

研究领域

基于大数据智能的先进过程控制生物信息学/合成生物学／癌症基因组学

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Progressively Helical Multi-Omics Data Fusion GCN and Its Application in Lung Adenocarcinoma IEEE Access 2023 | Journal article DOI: 10.1109/ACCESS.2023.3296474 CONTRIBUTORS: Junxuan Zhu; Jinhan Zhang; Liyan Wang; Hao Huang; Zhibo Zhang; Kai Song; Xiaofei Zhang CausalViT: Domain generalization for chemical engineering process fault detection and diagnosis Process Safety and Environmental Protection 2023-08 | Journal article DOI: 10.1016/j.psep.2023.06.018 CONTRIBUTORS: Hao Huang; Rui Wang; Kun Zhou; Lu Ning; Kai Song Exploring fast-inferring in transformer backboned model for fatigue crack detection and propagation tracking for proton exchange membrane Journal of Power Sources 2023-07 | Journal article DOI: 10.1016/j.jpowsour.2023.233129 CONTRIBUTORS: Xiaoran Wei; Kun Zhou; Shaowu Feng; Shouwen Shi; Qiang Lin; Gang Chen; Kai Song; Xu Chen Machine Learning Reveals Molecular Similarity and Fingerprints in Structural Aberrations of Somatic Cancer Symmetry 2023-05-04 | Journal article DOI: 10.3390/sym15051023 CONTRIBUTORS: Junxuan Zhu; Yifan Tong; Jinhan Zhang; Liyan Wang; Qien He; Kai Song Exploring global attention mechanism on Fault Detection and Diagnosis for Complex Engineering Processes 2022-10-20 | Preprint DOI: 10.22541/au.166623487.77240765/v1 CONTRIBUTORS: Kun Zhou; Yi-fan Tong; Xintong Li; Xiaoran Wei; Hao Huang; Kai Song; Xu Chen Prediction of time-varying inner wall temperature of surge lines by a dynamic neural network Nuclear Engineering and Design 2021-11 | Journal article DOI: 10.1016/j.nucengdes.2021.111441 CONTRIBUTORS: Xingyue Sun; Kun Zhou; Xiao Han; Kai Song; Shouwen Shi; Weiwei Yu; Yanzhao Zhang; Xu Chen Automatic Tracking Measurement Method of Biaxial Crack Propagation Path Based on Image Recognition Technology 2022-08-01 | Book chapter DOI: 10.1520/STP163820210036 CONTRIBUTORS: Shaowu Feng; Xiaoran Wei; Shouwen Shi; Gang Chen; Xu Chen; Kai Song; Qiang Lin RPV Sealing Reliability Estimating Using a New Inconsistent Knowledge Fused Bayesian Network and Weighted Loss Function Processes 2022-06-01 | Journal article DOI: 10.3390/pr10061099 CONTRIBUTORS: Hao Huang; Ying Luo; Caiming Liu; Yuanyuan Dong; Xiaoran Wei; Zhe Zhang; Xu Chen; Kai Song Multi‐omics Differential Gene Regulatory Network Inference for Lung Adenocarcinoma Tumor Progression Biomarker Discovery AIChE Journal 2022-01-06 | Journal article DOI: 10.1002/aic.17574 CONTRIBUTORS: Yi‐fan Tong; Qi‐en He; Jun‐xuan Zhu; En‐ci Ding; Kai Song A Quality Integrated Fuzzy Inference System for the Reliability Estimating of Fluorochemical Engineering Processes Processes 2021-02-03 | Journal article DOI: 10.3390/pr9020292 CONTRIBUTORS: Feng Xue; Xintong Li; Kun Zhou; Xiaoxia Ge; Weiping Deng; Xu Chen; Kai Song Protein acetylation regulates xylose metabolism during adaptation of Saccharomyces cerevisiae Yong-Shui Tan, Li Wang, Ying-Ying Wang, Qi-En He, Zhi-Hua Liu, Zhen Zhu, Kai Song, Bing-Zhi Li & Ying-Jin Yuan Biotechnology for Biofuels volume 14, Article number: 241 (2021) A New TTZ Feature Extracting Algorithm to Decipher Tobacco Related Mutation Signature Genes for the Personalized Lung Adenocarcinoma Treatment IEEE Access 2020 | Journal article DOI: 10.1109/ACCESS.2020.2993118 CONTRIBUTORS: Qien He; Zhewei Qiu; Yifan Tong; Kai Song A Wavelet Transform-Assisted Convolutional Neural Network Multi-Model Framework for Monitoring Large-Scale Fluorochemical Engineering Processes Processes 2020-11-17 | Journal article DOI: 10.3390/pr8111480 CONTRIBUTORS: Xintong Li; Kun Zhou; Feng Xue; Zhibing Chen; Zhiqiang Ge; Xu Chen; Kai Song Epigenome-Wide Tobacco-Related Methylation Signature Identification and Their Multilevel Regulatory Network Inference for Lung Adenocarcinoma BioMed Research International 2020-04-27 | Journal article DOI: 10.1155/2020/2471915 CONTRIBUTORS: Yan-Mei Dong; Ming Li; Qi-En He; Yi-Fan Tong; Hong-Zhi Gao; Yi-Zhi Zhang; Ya-Meng Wu; Jun Hu; Ning Zhang; Kai Song ClickGene: an open cloud-based platform for big pan-cancer data genome-wide association study, visualization and exploration BioData Mining 2019-12 | Journal article DOI: 10.1186/s13040-019-0202-3 CONTRIBUTORS: Jia-Hao Bi; Yi-Fan Tong; Zhe-Wei Qiu; Xing-Feng Yang; John Minna; Adi F. Gazdar; Kai Song