个人简介
靳聪明:2007年博士毕业于中国科学院数学与系统研究院,浙江理工大学数学系教授,硕士生导师。主要从事大规模科学计算研究,包括动力系统的统计性质的理论与计算、机器学习、分子构象变化的算法设计及其数值模拟等。主持项国家青年基金1项,国家自然科学基金面上项目1项,省部级项目1项。
电子邮箱:jincm@lsec.cc.ac.cn办公室:18#909
研究领域
1. 不变测度理论与计算
2. 机器学习
3. 分子构象变化
主持项目情况
1.具有缺陷的石墨超滑机制建模与模拟,国家自然基金面上项目,2016.01-2020.12 (NO.11571314).
2.带应力string方法及其在材料计算中的应用,国家自然基金青年项目,2011.01-2013.12 (NO. 1013634-A).
3.不变测度计算的若干问题研究,浙江省自然基金,2013.01-2015.12 (NO. LY13A010014).
发表论文情况
[1] Yu Guan, Tingting Fang, Diankun Zhang, Congming Jin, Solving Fredholm Integral Equations Using Deep Learning, International Journal of Applied and Computational Mathematics, 8, 87-95 (2022).
[2] Raymond Manna Bangura, Congming Jin, and Jiu Ding, The Norm Convergence of a Least Squares Approximation Method for Random Maps, International Journal of Bifurcation and Chaos, 31 (5): 2050046 (2021).
[3] Congming Jin and Jiu Ding, A Linear Spline Markov Approximation Method for Random Maps with Position Dependent Probabilities, International Journal of Bifurcation and Chaos, 30 (3): 2050046 (2020).
[4] Tingting Fang, Hongxia Jia, Congming Jin and Jiu Ding,A Maximum-Entropy Meshfree Method for Computation of Invariant Measures, East Asian Journal on Applied Mathematics, 10(2): 338-353 (2020).
[5] Congming Jin, Tulsi Upadhyay and Jiu Ding, A Piecewise Linear Maximum Entropy Method for Invariant Measures of Random Maps with Position Dependent Probabilities, International Journal of Bifurcation and Chaos, 28(12): 1850154 (2018).
[6] Congming Jin and Jiu Ding, A Maximum Entropy Method for Solving the Boundary Value Problem of Second Order Ordinary Differential Equations, Journal of Mathematical Physics, 59: 103505 (2018).
[7] Congming Jin, Jiu Ding, Solving Fredholm Integral Equations Via A Piecewise Linear Maximum Entropy Method, Journal of Computational and Applied Mathematics, 304, 130-137 (2016).
[8] Aiyu Zhu, Congming Jin, Degang Zhao, Yang Xiang, and Jingfang Huang, A Numerical Scheme for Generalized Peierls-Nabarro Model of Dislocations Based on the Fast Multipole Method and Iterative Grid Redistribution, Communications in Computational Physics, 18(5), 1282-1312 (2015).
[9] Jiu Ding, Congming Jin, Noah H. Rhee andAihui Zhou,A Maximum Entropy Method Based on Piecewise Linear Functions for the Recovery of a Stationary Density of Interval Mappings, Journal of Statistical Physics, 145, 1620-1639, (2011)
[10] Congming Jin, Yang Xiang, and Gang Lu, Dislocation Cross-slip Mechanisms in Aluminum, Philosophical Magazine, 91, 4109-4125 (2011).
[11] Congming Jin,Weiqing Ren, and Yang Xiang, Computing Transition Rates of Thermally Activated Events in Dislocation Dynamics, Scripta Materialia, 62, 206–209 (2010).
[12] Congming Jin, Stability, Accuracy and Cost of NEB and String Method, Communications in Computational Physics, 2(6), 1220-1243 (2007).
[13] Jiu Ding, Congming Jin, and Aihui Zhou,A Posteriori Error Estimates for Markov Approximations of Frobenius- Perron Operators, Nonlinear Analysis Series A: Theory, Methods & Applications, 67(3), 763-772 (2007).
获得荣誉和奖励情况
1.浙江理工大学521人才培养计划中青年骨干人才
育人成果
毕业硕士生:徐春伟(2012--2015),贾红霞(2013--2016),张茹(2014--2017),鲍燊超(2015--2018),王苏燕(2016--2019),张殿焜(2017-2020),房婷婷(2018-2021),Raymond Manna Bangura(2018-2021),管钰(2019-2022)。