구남훈 연구교수

Nam-Hoon Goo

About Lab.


  • “Dirty engineering data-driven inverse prediction machine learning model”, Scientific Reports, v10.1, p.1~4, (2020)
  • “Virtual microstructure design for steels using generative adversarial networks”, Engineering Reports, v3.1, e12274, (2021)
  • “A machine-learning based alloy design platform that enables both forward and inverse predictions for thermo-mechanically controlled processed (TMCP) steel alloys, Scientific Reports, v11.1, p.1~18, (2021)
  • “Development of high strength hot rolled low carbon copper bearing steel containing nanometer sized carbides”, Materials Science and Engineering A, v633, p.1, (2015)
  • “Analysis of surface roughening phenomena in P-added bake hardening steel sheets”, Integrated Materials and Manufacturing Innovation, V3, p.1, (2014)
  • “TEM study of the intermixing of Fe-Pt multilayers”, Journal of Applied Physics vol 102 p. 063913 (2008).
  • “Micromagnetic analysis of the coercivity of hard magnetic L10-FePt thin films” , DPG Fruehlings tagung (German physical Society spring meeting), Proceedings p.17
  • “Hard magnetic FePt thin films and nanostructures in L10 phase”, J. of Iron and Steel Res. 13, Suppl. 1, p.97 (2006)
  • “Synthesis of nanocrystalline MgS and its interaction with hydrogen”, Journal of Alloys and Compounds, vol. 404-406, p.503-506 (2005)
  • “In-situ Pd deposition on Mg2Ni electrodes for Ni/MH secondary batteries during charge cycles”, Journal of Electrochemical Society, Vol 150, p.A1328-A1332, (2003)
  • “Effects of sintering on composite metal hydride alloy of Mg2Ni and TiNi synthesized by mechanical alloying”, Journal of Alloys and Compounds Vol.360, p.243-249 (2003)
  • “The electrochemical hydriding properties of Mg-Ni-Zr amorphous alloy”, International
  • Journal of hydrogen energy, Vol.27, p.433-438 (2002)
  • “Improvement of electrode performances of Mg2Ni by mechanical alloying”, Journal of Alloys and Compounds, Vol.330-332, p.841-845 (2002)
  • “Synthesis of composite metal hydride alloy of A2B and AB type by mechanical alloying”, Journal of Alloys and Compounds, Vol 92, p.157-162 (2001)
  • “The surface state of nanocrystalline and amorphous Mg2Ni alloys prepared by mechanical alloying”, Journal of Alloys and Compounds, Vol.313, p.258-262 (2000)
  • “Effects of Zr addition on discharge properties of mechanically alloyed Mg2Ni hydrogen-storage alloy electrode”, Journal of Power Sources, Vol.87, p.118-124 (2000)
  • " Mechanism of rapid degradation of nanostructured Mg2NI hydrogen storage alloy electrode synthesized by mechanical alloying and the effect of mechanically coating with nickel”, Journal of Alloys and Compounds, Vol.288, p.286-293 (1999)

About Prof.


  • 01/2015 - 06/2021 Team lead, Advanced Research Team
    Hyundai-Steel, Research Center, Automotive sheet development
    Hyundai-Steel, DangJin Works, DangJin, South Korea
  • 11/2009 - 12/2014 Research Engineer
    Hyundai-Steel, Research Center, Automotive sheet development
    Hyundai-Steel, DangJin Works, DangJin, South Korea
  • 10/2008 – 10/2009 Research Engineer
    Device development team, Hynix semiconductor, Ichon, South Korea
    (Spin-Transfer-Torque memory (STT-RAM) development)
  • 03/2007 – 09/2008 Research Engineer
    Electrical steel research group, POSCO in Pohang steel works.
  • 02/2003 - 02/2007 Research assistant at Max-Planck Institute for Metals Research, Stuttgart, Germany
  • 05/2002 – 12/2002 Temporary researcher in KIST (Korea Institute of Science and technology)
  • 03/2000 – 04/2002 Research assistant in Physical Metallurgy Lab. Hanyang University, South Korea


  • 2003 –2007 Dr.rer.nat. in University of Stuttgart, Germany Promotion at the Max-Planck Institut für Metallforschung
  • 2000 – 1998 Master in metallurgical engineering Hanyang University, Seoul, Korea
  • 1992 – 1998 Bachelor in engineering, Hanyang University, Seoul, Korea​

주요 연구분야

  • Texture analysis of steel sheets by X-ray and EBSD spectroscopy.
    (Fitting of spectrum and extracting the Orientation Distribution Function parameters)
  • Hot and Cold rolling experiences in pilot scale mill.
  • Complex thermal cycle experiments in various gas atmospheres (H2, N2, and NH3)
  • TEM sample preparation and STEM analysis with FIB (focused ion beam) sample preparation
  • Magnetic measurements with SQUID, and VSM magnetometer
  • Domain image observation analysis with Kerr microscope and Atomic Force microscopy.
  • X-ray analysis for thin films
  • Prediction of magnetic hysteresis loops by Micromagnetic calculation
  • Mechanical deformation simulation by FEM using Abaqus platform.