Artificial Intelligence-Aided Material Design Laboratory 인공지능 재료설계 연구실
Education
Kookmin University, Materials Sci. & Eng., Ph.D.
Kookmin University, Materials Sci. & Eng., M.S.
Kookmin University, Materials Sci. & Eng., B.S.
Experience
Associated Professor, Materials Science & Engineering, Kookmin University (2016-Present)
Senior Researcher, Center of Advanced Materials Technology, Kookmin University (2012-2016)
Postdoctoral Research Fellow, Dept. of Materials Science & Engineering, Massachusetts Institute of Technology (MIT) (2012-2014)
Research Area
Materials design and discovery using machine learning
Synthesis and consolidation of W-based amorphous alloys
Development of optimization algorithms for inverse design of structural materials
Alloy and process design of ultrahigh strength secondary hardening alloy steels using artificial neural network
Small-angle neutron scattering analysis of the precipitation behavior in martensitic steels
Publications (selected)
Article
Rahmatul Hidayati, Jin Hee Kim, Soon-Gil Jung, Ki-Sub Cho, Jae Hyun Yun, Jang-Soo Rhyee, “Enhancement of critical current density and critical magnetic field of superconducting medium entropy alloy Nb2/5Hf1/5Zr1/5Ti1/5, Acta Materialia (2023)
Yoon Jung Won, Su Bin Kim, Young Jun Kwon, Sung Soo Park, Ki Sub Cho, “Oxidation behavior and corrosion properties of 2-GPa grade Co-reduced ultrahigh-strength stainless steel”, Journal of Alloys and Compounds (2023)
Yoon-Jung Won , Young-Jun Kwon, Jung-Sun You, Sung-Soo Park, Ki-Sub Cho, “Role of W addition in reducing heat checking and enhancing the mechanical properties of hot work tool steel”, Journal of Materials Research and Technology (2023)
Keunwon Lee, Yongwook Song, Sehoon Kim, Minsang Kim, Jaebok Seol, Kisub Cho, Hyunjoo Choi, “Genetic design of new aluminum alloys to overcome strength-ductility trade-off dilema”, Journal of Alloys and Compounds (2023)
Young Jun Kwon, Yoon Jung Won, Ki Sub Cho, “Thermodynamic evaluation of the phase stability in mechanically alloyed AlCuxNiCoTi high-entropy alloys”, Journal of Alloys and Compounds (2022)
K.W.Lee, H.S. Son, K.S.Cho, and H.J. Choi, “Effect of interfacial bridging atoms on the strength of Al/CNT composites: machine-learning-based prediction and experimental validation” Journal of Materials Research and Technology (2022)
Wen Xuan Du, Hee-Jae Lee, Jun-Ho Byeon, Ji-Sun Kim, Ki-Sub Cho, Sungmin Kang, Masaki Takadab and Jin-Yeol Kim, “Highly sensitive single_walled carbon nanotube_polypyrrole_phenylalanine core–shell nanorods for ammonia gas sensing”, Journal of Materials Chemistry C (2020)
Patent
유전자 알고리즘 기반의 역설계 방법과, 이를 포함하고 인공지능 컴퓨터를 활용한 합금 설계방법, 및 유전자 알고리즘 기반의 역설계 방법을 실행시키기 위한 프로그램을 기록한 컴퓨터 판독 가능한 기록매체 (등록, 2023)
이차경화형 마르텐사이트 합금 및 이의 제조방법 (등록, 2022)
극초고강도 고함량 Co-Ni계 이차경화형 마르텐사이트 합금 및 이의 제조방법 (등록, 2022)
인공지능 기반의 다중물성 합성 예측 장치 및 방법, 그 방법을 실행하기 위한 프로그램을 기록한 기록매체 (출원, 2022)
Nb 함유 철강절단용 나이프용 공구강 및 이의 제조방법 (출원, 2021)
Self-healing alloy and method for manufacturing the same (대한민국/미국/중국/독일 출원, 2021)