Chinese Name： |
Jia Peng |
|
Professional Title： |
Associate Professor |
|
Degree： |
Doctor |
Master Supervisor： |
Instrumentation, Control (Academic Master Degree) |
|
Electronic Information (Optical Engineering, Control Engineering)(Professional Master Degree) |
Doctoral Supervisor： |
Optical Engineering |
Email： |
robinmartin20@gmail.com;jiapeng@tyut.edu.cn |
Department： |
Instrumentation |
|
Research Orientation:
1. Smart Optical Instrumentation；
2.Application ofDeep Learning and Machine Learning in image and signal processing；
Lectured Courses：Optical Design（Bachelor）
Personal experience:
Education Experience:
September 2004－July 2008, Nanjing University of Science and Technology, Optical and electronical engineering, Undergraduate /Batcheler
September 2008－July 2013, Nanjing University, Astronomy and Space Science, Postgraduate / Doctor of Engineering
Work Experience:
July 2013－September 2016, Taiyuan University of Technology, School of Physics and Optoelectronic Engineering, Teacher
September 2016 — October 2018, Durham University, Department of Physics, Post-doc Researcher
November 2018 — Now, Taiyuan University of Technology, School of Physics and Optoelectronic Engineering, Teacher
Research Project
1.Jia Peng, Smart observation net for space debris (Project number: 201901D211081), Shanxi Science and Technology Department, 30,000, 2020.01-2022.12.
2.Jia Peng, Smart optical instrumentation and its application in higher education (Project number: DC19000002180), Research Project Supported by Shanxi Scholarship Council of China, 30,000, 2020.01-2022.12
3.Jia Peng, Application of interferometer in exo-planet search, Research Project Supported by Nanjing University, 250,000, 2019.11-2020.11
Scientific Achievements
【Paper】
1.Jia P*, Xiyu Li, Zhengyang Li, et al.Point Spread Function Modelling for Wide Field Small Aperture Telescopes with a Denoising Autoencoder [J]. Monthly Notices of the Royal Astronomical Society, 2020, 480(2): 2466-2474. (IF=5.194)
2.Jia P*, Huang Y , Cai B , et al.Solar Image Restoration with the Cycle-GAN Based on Multi-Fractal Properties of Texture Features[J]. APJL 2019, 881(2) :L30. (IF=8.70)
3.Huang Y ,Peng Jia*, Cai D , et al.Perception Evaluation -- A new solar image quality metric based on the multi-fractal property of texture features[J]. Solar Physics, 2019, 294(9):133. (IF=2.6)
4.Jia P*, Zhao Y , Xue G , et al.Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks[J]. AJ 2019, 157(250) :1538-1881. (IF=5.497)
5.Jia P*, Osborn J, Kong L, et al. Modelling synthetic atmospheric turbulence profiles with temporal variation using Gaussian mixture model[J]. Monthly Notices of the Royal Astronomical Society, 2018, 480(2): 2466-2474. (IF=5.194)
6.Jia P*, Alastair Basden, James Osborn. Ground Layer Adaptive Optics System Modelling for the Chinese Large Optical/Infrared Telescope [J]. Monthly Notices of the Royal Astronomical Society, 2018, 479 (1): 829-843. (IF=5.194)
7.Wang W,Jia P*, Cai D, et al.Automated clustering method for point spread function classification[J]. Monthly Notices of the Royal Astronomical Society, 2018, 478(4): 5671-5682. (IF=5.194)
8.Sun R*,Jia P*. Image Restoration Based on Statistic PSF Modeling for Improving the Astrometry of Space Debris[J]. Publications of the Astronomical Society of the Pacific, 2017, 129(974):044502. (IF=3.409)
9.Jia P*, Sun R , Wang W , et al. Blind deconvolution with principal components analysis for wide-field and small-aperture telescopes[J]. Monthly Notices of the Royal Astronomical Society, 2017, 470(2):1950. (IF=5.194)
10.Peng, Jia*, Dongmei, et al.Real-time generation of atmospheric turbulence phase screen with non-uniform fast Fourier transform.[J]. Monthly Notices of the Royal Astronomical Society, 2015. (IF=5.194)
11.Peng J*, Dongmei C , Dong W , et al.Simulation of atmospheric turbulence phase screen for large telescope and optical interferometer[J]. Monthly Notices of the Royal Astronomical Society(4):4. (IF=5.194)
12.Peng J*, Dong, et al.Parallel blind deconvolution of astronomical images based on the fractal energy ratio of the image and regularization of the point spread function[J]. Experimental astronomy, 2014. (IF=1.349)
Honors and awards
2018, The Sanjin Talent of Shanxi
