Micro-Nano Perception and Intelligent System

Taking the responsibility for major national scientific research needs as its own responsibility, aiming at the international academic frontiers, committed to scientific research and industrial development in the field of micro-nano sensing technology and intelligent system integration.

Get Started The laboratory sincerely welcomes young talents in related fields at home and abroad to apply for master and doctoral candidates, and also welcomes undergraduates to join us in advance

Shujun Ma

Shujun Ma

Prof/Doctoral Supervisor

Northeastern University, China

Lab leader

Prof. Ma is working in mechanical engineering at Northeastern University, China. He has presided over three National Natural Science Foundation projects, two Liaoning Provincial Natural Science Foundation projects, three Fundamental Research Funds for the Central Universities, and one Northeastern University Research Start-up Funds for Talents.

  • As the first author (or the first corresponding author), Prof. Ma has published more than 30 papers in highly prestigious scientific journals, such as Applied Physics Letters, Optics Express, Journal of Applied Physics, International Journal of Mechanical Sciences, Measurement. And the papers have been cited more than 300 times. In particular, one of his research results was recommended by the editor-in-chief of Journal of Applied Physics to be selected as a Featured article of the American Institute of Physics (AIP) (J. Appl. Phys. 124, 125306 (2018)), which was later exclusively reported in AIP Sciligh with the topic “Mode shape construction provides way for understanding of diaphragm resonator damping mechanism”.

  • Since joining NEU in China, Prof.Ma has been actively engaged in teaching for undergraduates. Now he is the main lecturer of the national first-class undergraduate courses and the national excellent online open course “Mechanical Engineering Control Fundamentals".He has won Liaoning Provincial Teaching Achievement Awards twice and a number of Northeastern University Teaching Achievement Awards. In addition, Prof. Ma has been named “Northeastern University Excellent Master Thesis Supervisor” and “Northeastern University Excellent Undergraduate Graduation Design (Thesis) Supervisor” many times.

  • Over the years, Prof.Ma has served in the Program Committee of the International Conference on Manipulation, Automation and Robotics at Small Scales (MARSS) - the flagship event for cross-disciplinary R&D communities related to manipulation and automation at micro and nano scales, and all kinds of small scale robots and their applications . Besides, he has been a reviewer of highly prestigious scientific journals, such as APL, OE and IJMS.

Interests

  • Micro-Electro-Mechanical Systems (MEMS)
  • Core Electronic Devices and Chips
  • Robotics and Unmanned Systems

Education

  • PhD in Mechanical Engineering, 2014

    The University of Queensland

  • MEng in Mechatronic Engineering, 2009

    Northeastern University, China

  • BE in Mchanical Engineering and Automation, 2007

    Northeastern University, China

Recent News

THe research on multiple mass detection has been published in International Journal of Mechanical Sciences

Highlights • A resonant cantilevered micro-plate is proved to be a promising candidate that can sequentially detect multiple particles. • The identification of multiple particles is regarded as an optimization
Oct 1, 2022 1 min read Journal Paper
THe research on multiple mass detection has been published in International Journal of Mechanical Sciences

THe research on DHM has been published in Measurement

Highlights •An innovative numerical method for aberration compensations in digital holographic microscopy is proposed. •The method is via patch-based texture synthesis for hologram inpainting. •
Last updated on Jul 10, 2022 1 min read Journal Paper
THe research on DHM has been published in Measurement

Prof. Ma takes students to participate in the "2021 Micro and Nano Processing Technology Workshop"”

Prof. Ma led the graduate students in the laboratory to participate in the “2021 Workshop on Micro-Nano Processing Technology” held at the Institute of Physics, Chinese Academy of Sciences on
Jul 20, 2021 1 min read Domestic Conferences
Prof. Ma takes students to participate in the "2021 Micro and Nano Processing Technology Workshop"”

Prof. Ma attended The First International Conference on Manipulation, Automation and Robotics at Small Scales in Paris

Prof. Ma attended The First International Conference on Manipulation, Automation and Robotics at Small Scales in Paris during July 18-22, 2016. The chairpersons of this conference are Professor St
Last updated on Oct 17, 2016 1 min read International Conferences
Prof. Ma attended The First International Conference on Manipulation, Automation and Robotics at Small Scales in Paris

Prof.Ma was invited to visit the Bundeswehr University in Munich

At the invitation of German researcher Usman Allauddin and Edison Ge researcher, Prof.Ma visited the school’s aeronautical engineering school. During this visit, the two parties discussed some basic scientific issues
Last updated on Oct 17, 2016 1 min read Visit
Prof.Ma was invited to visit the Bundeswehr University in Munich
See all posts

Research Projects

*
ALl National projects Others

Development of Variable Frequency and Amplitude Ultrasonic Transducer Device

This project is a horizontal medical-industry integration project established in 2021. It is jointly developed with Cheng Hongtai’s research group in the School of Mechanical Engineering and Automation of Northeastern University and China Medical University to develop a frequency conversion ultrasonic transducer for dental treatment in stomatology.

Research on the Theory and Method of Ultrafine Mass Recognition Based on the Vibration of Suspended Membrane Microstructure

This project is approved by the National Natural Science Foundation of China in 2020. The project will conduct in-depth research on the physical and mechanical mechanisms of the suspended membrane-ultramicroscopic attachment complex vibration system, and provide basic theory and key method support for the development and application of the ultramicroscopic mass detection system with microfilm as the core element.

Sino-UK Symposium on Robotics and Artificial Intelligence

This project is a national natural science international (regional) cooperation and exchange project approved in 2018. It is used to support senior Chinese and British talents to participate in the RSE-NSFC Sino-British Artificial Intelligence and Robotics Bilateral Forum held in Edinburgh.

Meet Us

Lab Leader

Avatar

Shujun Ma

Prof/Doctoral Supervisor

Micro-Electro-Mechanical Systems (MEMS), Core Electronic Devices and Chips, Robotics and Unmanned Systems

PhD Candidates

Avatar

Dezhao Wang

Class 2023

MEMS, Desing and test

Avatar

Yining Zhang

Class 2023

smart equipment, robotics

Master’s Students

Avatar

Lei Ren

Class 2021

Intelligent equipment, Deep learning

Avatar

Dengshen Wang

Class 2022

Intelligent equipment, Embedded Systems

Avatar

Diyi Xue

Class 2022

Intelligent equipment, Embedded Systems

Avatar

Fan Yang

Class 2023

ARM, Analog circuit development

Avatar

Guanlin Guo

Class 2023

embedded chip, smart system

Avatar

Junjie Liu

Class 2023

FPGA, Digital circuit design

Avatar

Junzuo Yin

Class 2021

Intelligent Equipment, Robotics

Avatar

Lin Gao

Class 2021

Medicine-engineering combination, Dynamic Testing

Avatar

Meng Yang

Class 2021

Intelligent Equipment, Robotics

Avatar

Minglin Yang

Class 2022

Intelligent equipment, Embedded Systems

Avatar

Minting Wang

Class 2021

Intelligent equipment, Deep learning

Avatar

Sihe Yang

Class 2022

Intelligent equipment, Embedded Systems

Avatar

Tingyu Dang

Class 2023

digital twins, intelligent operation

Avatar

Xin Zhuang

Class 2023

Ultrasonic circuit, intelligent control

Avatar

Yanhao Zhang

Class 2022

Intelligent equipment, Combination of medicine and industry

Graduated Students

Avatar

Hao Wang

Class 2020

Analog circuit, Signal processing

Avatar

Hui Liu

Class 2020

Ultrasonic resonance, Multi-field coupling

Avatar

Muxin Li

Class 2020

Ultrasonic resonance, Multi-field coupling

Avatar

Yu Luo

Class 2019

DHM, Optical measurement

Avatar

Qi Liu

Class 2019

DHM, Deep learning

Avatar

Yantao Yu

Class 2020

Analog circuit, Signal processing

Avatar

Kang Yang

CLass 2018

Fluid damping, Sensitive Mechanism

Avatar

Xu Zhou

Class 2018

Micro Cantilever, micro-nano detection

Avatar

Rui Fang

Class 2018

Digital Holographic Microscopy, Deep learning

Avatar

Haijian Bai

Class 2018

Micro Cantilever, Sensitive Mechanism

Avatar

Xiaoxiao Wang

Class 2016

Micro-nano device, Sensitive Mechanism

Avatar

Xinhui Bai

Class 2017

Robotics, VSLAM

Avatar

Yinglei Wang

Class 2017

Robotics, Visual navigation

Avatar

Ming Dong

Class 2016

Fluid damping, Micro-nano device

Avatar

Qiang Xiu

Class 2014

Micro-nano test, Mass sensing

Avatar

Chong Zhang

Class 2014

Micro-nano test, Displacement measurement

Avatar

Han Zhang

Class 2019

PSD, Dynamic Testing

Avatar

Hang Xuan

Class 2015

Micro cantilever, Air damping

Avatar

Jianzhong Zhu

Class 2017

DHM, Micro-nano measurement

Avatar

Jiawei Sun

Class 2015

Air damping, Micro-nano structure

Avatar

Jiayun Wang

Class 2019

Micro-nano sensor, Signal Acquisition

Avatar

Lei Yang

Class 2015

Multi-robot coordination, SLAM

Avatar

Lulu Li

Class 2014

Micro-nano test, Mechanical properties

Avatar

Pengfei Zhou

CLass 2016

DHM, Optical measurement

Avatar

Tiezheng Jin

Class 2017

Uncalibrated Visual Servoing, Robotic Arm Tracking Control

Avatar

Weihua Liu

Class 2016

Digital holographic microscopy, Optical test

Avatar

Zhongming Li

Class 2015

Micro-nano test, Mechanical properties

Featured Publications

July 2018 In Journal of Applied Physics, 124:125306 (2018)
The dynamic characteristics of micro-diaphragms subjected to thermal stress when coupled with a fluid

The dynamic characteristics of micro-diaphragms subjected to thermal stress when coupled with a fluid

This work demonstrates the thermal stress contribution to the nondimensional added virtual mass incremental factor and the quality factor, which is important in the design of circular-diaphragm-based sensors.
DOI Custom Link

Recent Publications

Quickly discover relevant content by filtering publications.

Multiple particle identification by sequential frequency-shift measurement of a micro-plate

To conclude, the mass and position of multiple particles can be determined in a step-wise manner by monitoring the frequency changes after and prior to the attachment of each particle on a cantilevered micro-plate. The proposed method has been verified by sequentially identifying concentrated particles attached to a Si micro-plate through simulations and experiments. From the extracted outcomes, it can be argued that the proposed theoretical framework possesses a relatively higher detection precision than the traditional method and unique properties in detecting the two-dimensional position.
Shujun Ma(?), Muxin Li(?), Shiliang Wang, Hui Liu, Hao Wang, Lei Ren, Minghao Huang, Xinwen Zhang
DOI
Multiple particle identification by sequential frequency-shift measurement of a micro-plate

Compensation enhancement by the patch-based inpainting in off-axis digital holographic microscopy

a digital holographic phase reconstruction algorithm via the patch-based image inpainting method is proposed in this paper. The algorithm can eliminate system aberrations in the off-axis DHM, including the tilt and spherical aberration. By using a mask to cover the sample interference fringes and restoring the sample region with the single source patch-based synthesis algorithm, all the system aberrations are fitted and effectively compensated. The results in simulation and experiment reveal that the proposed method can achieve high compensation accuracy and robustness.
Shujun Ma(?), Yu Luo(?), Shiliang Wang
DOI
Compensation enhancement by the patch-based inpainting in off-axis digital holographic microscopy

Quantitative phase imaging in digital holographic microscopy based on image inpainting using a two-stage generative adversarial network

The results of our experiment indicate the viability and accuracy of the presented method. Additionally, this work can pave the way for the evaluation of new applications of GAN in DHM.
PDF DOI
Quantitative phase imaging in digital holographic microscopy based on image inpainting using a two-stage generative adversarial network

Dynamic characteristics of a prestressed micro-diaphragm in a fluid subjected to distributed mass loading

The theoretical model and novel analytical solution are of interest in the design of micro-diaphragm-based biosensing devices.
Shujun Ma(?), Kang Yang(?), Shiliang Wang, Hui Liu, Xu Zhou, Muxin Li
DOI
Dynamic characteristics of a prestressed micro-diaphragm in a fluid subjected to distributed mass loading

Phase aberration compensation via deep learning in digital holographic microscopy

The experimental results confirm that the trained CNN can accurately segment the sample from the background area of the hologram, and that this method is applicable and effective in off-axis DHM.
Shujun Ma(?), Rui Fang(?), Yu Luo, Qi Liu, Shiliang Wang, Xu Zhou
DOI
Phase aberration compensation via deep learning in digital holographic microscopy
See all publications

Popular Topics

Academic Academic Exchange Academic Exchanges Acadmemic Exchange Adoption AI Air damping Deep learning DHM Dynamic testing FIB FSI Mass sensing Microstructures National project Recent News Research Progress Special Report Target identification ultra-small mass

Contact