Karnallisa D Halim, Y.Yun, A.Nishio, H.Kusumi, Y.Miyajima. Development of Support Pattern Determination System for NATM Tunnel by Machine Learning. ISRM European Rock Mechanics Symposium. 2024
M.Nakata,Karinallisa, D Harim, Y.Yun, H.Kusumi, A.Nishio. Rock evaluation of NATM tunnel face using deep learning. 15th International ISRM Congress 2023. 2023. T05,1899
Y. Miyajima, S.Shirasagi, H.Kusumi. Real-Time Evaluations of Tunnel Faces and Predictions of Geological Conditions Ahead of The Tunnel Face Based on Drilling Data. Science and Technology Reports of Kansai University. 2023. NO.65 MARCH 2023 pp.9-15. 9-15
物理探査学会
, International Society for Soil Mechanics&Geotechnical Engineering(国際地盤工学会)
, International Society for Rock Mechanics(国際岩の力学会)
, 日本材料学会
, 岩の力学連合会
, 地盤工学会
, 土木学会