CLChang Liu

Chang Liu

*This is an algorithmically generated author record based on publicly available information.

Chang Liu has a total of 40 co-authors. Here are the top co-authors by number of shared publications:

  • Edgar D. Goluch

    Northeastern University

    4 shared publications
  • Zhifang Fan

    Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, 313 Microelectronics Lab, 208 North Wright Street, Urbana, IL 61801, USA, Fax: (+1) 217-244-6375

    4 shared publications
  • Jonathan Engel

    Micro and Nanotechnology Laboratory, and

    3 shared publications
  • Kee Suk Ryu

    University of Illinois at Urbana-Champaign Micro and Nanotechnology Laboratory Urbana, Illinois 61801

    3 shared publications
  • Annelise E. Barron

    Department of Chemical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA

    2 shared publications
  • Chad A. Mirkin

    Department of Chemistry and Institute of Nanotechnology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA

    2 shared publications

Latest Publications

  • Distant touch hydrodynamic imaging with an artificial lateral line

    by Yingchen Yang, Jack Chen, Jonathan Engel, Saunvit Pandya, Nannan Chen, Craig Tucker, Sheryl Coombs, Douglas L. Jones, Chang Liu

    Nearly all underwater vehicles and surface ships today use sonar and vision for imaging and navigation. However, sonar and vision systems face various limitations, e.g., sonar blind zones, dark or murky environments, etc. Evolved over millions of years, fish use the lateral line, a distributed linear array of flow sensing organs, for underwater hydrodynamic imaging and information extraction. We demonstrate here a proof-of-concept artificial lateral line system. It enables a distant touch hydrodynamic imaging capability to critically augment sonar and vision systems. We show that the artificial lateral line can successfully perform dipole source localization and hydrodynamic wake detection. The development of the artificial lateral line is aimed at fundamentally enhancing human ability to detect, navigate, and survive in the underwater environment.


  • Flexible Multimodal Tactile Sensing System for Object Identification

    by Jonathan Engel, Nannan Chen, Craig Tucker, Chang Liu, Sung-Hoon Kim, Douglas Jones

    This work presents results towards realizing a flexible multimodal tactile sensing system for object identification. Using polymer substrates and simple fabrication, robust devices are made that can identify objects based on texture, temperature, as well as material properties such as hardness and thermal conductivity. These capabilities are possible using signal processing techniques and physical models along with individual sensing structures inspired by the specialization found in biological skin. These structures are used to sense various object parameters, and array-wide processing to identify texture using a Maximum Likelihood decision rule. 80% texture classification is achieved. In blind object identification tests, over 90% correct identification was achieved by measurement of material properties.


  • A bio-barcode assay for on-chip attomolar-sensitivity protein detection

    by Edgar D. Goluch, Jwa-Min Nam, Dimitra G. Georganopoulou, Thomas N. Chiesl, Kashan A. Shaikh, Kee S. Ryu, Annelise E. Barron, Chad A. Mirkin, Chang Liu

    Functionalized nanoparticles hold great promise in realizing highly sensitive and selective biodetection. We report a single disposable chip which is capable of carrying out a multi-step process that employs nanoparticles—a bio-barcode assay (BCA) for single protein marker detection. To illustrate the capability of the system, we tested for the presence of prostate specific antigen (PSA) in buffer solution and goat serum. Detection was accomplished at PSA concentrations as low as 500 aM. This corresponds to only 300 copies of protein analytes using 1 µL total sample volume. We established that the on-chip BCA for PSA detection offers four orders of magnitude higher sensitivity compared to commercially available ELISA-based PSA tests.


  • Two-terminal longitudinal hotwire sensor for monitoring the position and speed of advancing liquid fronts in microfluidic channels

    by Kee Suk Ryu, Kashan Shaikh, Edgar Goluch, Chang Liu

    We report a simple and practical sensor for monitoring both the absolute position and advancing speed of liquid front in a microfluidic channel. The sensor consists of a longitudinal hot wire element—a two-terminal electrical device, with its length spanning the entire channel. The design, materials, fabrication method, and use of this sensor are extremely simple. Characterization results are presented.


  • Development of Hybrid MEMS/FIB Processes and Applications of Three-pronged Active Nanotweezers For Manipulation of Nano Objects

    by Xuefeng Wang, Chang Liu

    We report recent development of a three-probe micromachined nanomanipulator for manipulation and in-situ characterization of nanomaterials in scanning electron microscope (SEM). The nanomanipulator consists of three independent probes having thermal bimetallic actuators and nanoscopic end-effectors. Nanoscale end-effectors with sub-100-nm spacing are created using focused ion beam (FIB) milling to directly interface with nanoscopic objects (e.g., nanotubes, nanowires). Handling of individual carbon nanotubes (CNTs) was successfully realized with the nanomanipulator in an SEM.

  • A modular microfluidic architecture for integrated biochemical analysis

    by Kashan A. Shaikh, Kee Suk Ryu, Edgar D. Goluch, Jwa-Min Nam, Juewen Liu, C. Shad Thaxton, Thomas N. Chiesl, Annelise E. Barron, Yi Lu, Chad A. Mirkin, et al.

    Microfluidic laboratory-on-a-chip (LOC) systems based on a modular architecture are presented. The architecture is conceptualized on two levels: a single-chip level and a multiple-chip module (MCM) system level. At the individual chip level, a multilayer approach segregates components belonging to two fundamental categories: passive fluidic components (channels and reaction chambers) and active electromechanical control structures (sensors and actuators). This distinction is explicitly made to simplify the development process and minimize cost. Components belonging to these two categories are built separately on different physical layers and can communicate fluidically via cross-layer interconnects. The chip that hosts the electromechanical control structures is called the microfluidic breadboard (FBB). A single LOC module is constructed by attaching a chip comprised of a custom arrangement of fluid routing channels and reactors (passive chip) to the FBB. Many different LOC functions can be achieved by using different passive chips on an FBB with a standard resource configuration. Multiple modules can be interconnected to form a larger LOC system (MCM level). We demonstrated the utility of this architecture by developing systems for two separate biochemical applications: one for detection of protein markers of cancer and another for detection of metal ions. In the first case, free prostate-specific antigen was detected at 500 aM concentration by using a nanoparticle-based bio-bar-code protocol on a parallel MCM system. In the second case, we used a DNAzyme-based biosensor to identify the presence of Pb 2+ (lead) at a sensitivity of 500 nM in <1 nl of solution.


  • Methods for Fabricating Microarrays of Motile Bacteria

    by Sergey Rozhok, Clifton K.‐F. Shen, Pey‐Lih H. Littler, Zhifang Fan, Chang Liu, Chad A. Mirkin, Richard C. Holz

    Motile bacterial cell microarrays were fabricated by attaching Escherichia coli K‐12 cells onto predesigned 16‐mercaptohexadecanoic acid patterned microarrays, which were covalently functionalized with E. coli antibodies or poly‐L‐lysine. By utilizing 11‐mercaptoundecyl‐penta(ethylene glycol) or 11‐mercapto‐1‐undecanol as passivating molecules, nonspecific binding of E. coli was significantly reduced. Microcontact printing and dip‐pen nanolithography were used to prepare microarrays for bacterial adhesion, which was studied by optical fluorescence and atomic force microscopy. These data indicate that single motile E. coli can be attached to predesigned line or dot features and binding can occur via the cell body or the flagella of bacteria. Adherent bacteria are viable (remain alive and motile after adhesion to patterned surface features) for more than four hours. Individual motile bacterial cells can be placed onto predesigned surface features that are at least 1.3 μm in diameter or larger. The importance of controlling the adhesion of single bacterial cell to a surface is discussed with regard to biomotor design.


  • Micro magnetic stir-bar mixer integrated with parylene microfluidic channels

    by Kee Suk Ryu, Kashan Shaikh, Edgar Goluch, Zhifang Fan, Chang Liu

    Previously, we reported a micro magnetic stir-bar mixer driven by an external rotating magnetic field and its rapid mixing performance in polydimethyl-siloxane (PDMS) channels. The PDMS piece with embedded fluid channels were manually aligned to a glass substrate and assembled. In this paper, we report the fabrication and testing results of a micro magnetic stir-bar monolithically integrated in parylene surface-micromachined channels with improved design features, including small tolerance of the stir-bar to channel wall (10 µm). Using of parylene based microchannels with improved design not only provides improved mixing, but also eliminates certain problems associated with PDMS-based channels. For example, porosity of PDMS causes evaporation and absorption of chemicals and thus channels made of PDMS are prone to cross-contamination. We have also demonstrated that the magnetic stir-bar can be used to pump liquid in micro channels.