Personal profile
In Korean
김규만 교수(공과대학 기계공학부)
Education
o (1993) B.A., Seoul National University
o (1995) M.A., Seoul National University
o (1999) Ph.D., Seoul National University
o (1995) M.A., Seoul National University
o (1999) Ph.D., Seoul National University
Professional Experience
o (2003~Present) Professor, Kyungpook National Unisersity
o (2001~2003) Researcher, Swiss Federal Institute of Technology Lausanne (EPFL), Switzerland
o (2000~2001) Postdoctoral Researcher, University of Twente, Netherlands
o (2001~2003) Researcher, Swiss Federal Institute of Technology Lausanne (EPFL), Switzerland
o (2000~2001) Postdoctoral Researcher, University of Twente, Netherlands
Research Interests
Micro fabrication, Machnining, Microsystem, Micromachining, Bio Fuel Cell, Micro Needles
Major Research Achievements
o Microneedle array with a pH-responsive polymer coating and its application in smart drug delivery for wound healing
o Efficient stacking of glucose/ oxygen microfluidic biofuel cells using a single-streamflow channel
o Deep learning–based optimization of a microfluidic membraneless fuel cell for maximum power density via data-driven three-dimensional multiphysics simulation
o Fabrication of enzymatic biofuel cell with electrodes on both sides of microfluidic channel
o Efficient stacking of glucose/ oxygen microfluidic biofuel cells using a single-streamflow channel
o Deep learning–based optimization of a microfluidic membraneless fuel cell for maximum power density via data-driven three-dimensional multiphysics simulation
o Fabrication of enzymatic biofuel cell with electrodes on both sides of microfluidic channel
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Achieving High Power and Energy Efficiency for Microfluidic Fuel Cells with Flow-through Porous Electrodes at the Desired Cell Voltage and Fuel Flow Rate with Deep Learning-based Multi-target and Criteria Optimization
Nguyen, D. D., Tanveer, M., Mai, H. N., Pham, T. Q. D., Dang, T. D., Ngo, I. L., Shin, M. C., Park, C. W. & Kim, G. M., 2026, (Accepted/In press) In: International Journal of Precision Engineering and Manufacturing - Green Technology.Research output: Contribution to journal › Article › peer-review
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Toward Nanostructured Conducting Polymers: Synthesis, Synergies, Applications, and Sustainability
Murtaza, A., Rehman, T. U., Aslfattahi, N., Kim, G. M. & Park, C. W., 2026, In: International Journal of Polymer Science. 2026, 1, 3231099.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
Artificial Intelligence–Assisted Optimization of Microfluidic and Microbial Fuel Cells: an Updated Review
Nguyen, D. D., Shin, M. C., Han, J. H. & Kim, G. M., Sep 2025, In: International Journal of Precision Engineering and Manufacturing. 26, 9, p. 2389-2409 21 p.Research output: Contribution to journal › Review article › peer-review
4 Scopus citations -
Formation of ring-shape microparticles with controlled shapes by manipulating the internal flow in microdroplets
Han, J. H., Kim, C. M., Kim, T. H., Choi, J. H. & Kim, G. M., 5 Mar 2025, In: Colloids and Surfaces A: Physicochemical and Engineering Aspects. 708, 135918.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Microneedle patch integrated with a pumpless microfluidic chip for heterologous drug delivery
Park, J. W., Choi, H. J., Shin, M. C., Kim, B. H. & Kim, G. M., 7 Dec 2025, In: Lab on a Chip. 25, 23, p. 6191-6201 11 p.Research output: Contribution to journal › Article › peer-review