広島大学

基本情報

主な職歴

• 2021年04月01日, 広島大学, 大学院先進理工系科学研究科, Assistant professor

学歴

• Hiroshima University, Graduate School of Engineering, Japan, 2017年10月01日, 2020年09月30日

学位

• 博士（工学）　(広島大学)

研究キーワード

• Concrete Engineering: Concrete durability; Green/eco-concrete/binder; Nondestructive testing of concrete.

教育活動

授業担当

1. 2024年, 学部専門, ２ターム, 科学技術英語演習
2. 2024年, 学部専門, ２ターム, 社会基盤環境工学実験
3. 2024年, 学部専門, ３ターム, 社会基盤環境デザイン
4. 2024年, 学部専門, 通年, 卒業論文
5. 2024年, 修士課程・博士課程前期, １ターム, 社会基盤環境工学特別演習A
6. 2024年, 修士課程・博士課程前期, ２ターム, 社会基盤環境工学特別演習A
7. 2024年, 修士課程・博士課程前期, ３ターム, 社会基盤環境工学特別演習B
8. 2024年, 修士課程・博士課程前期, ４ターム, 社会基盤環境工学特別演習B
9. 2024年, 修士課程・博士課程前期, １ターム, 社会基盤環境工学特別演習B
10. 2024年, 修士課程・博士課程前期, ２ターム, 社会基盤環境工学特別演習B
11. 2024年, 修士課程・博士課程前期, 年度, 社会基盤環境工学特別研究
12. 2024年, 修士課程・博士課程前期, ４ターム, Management of Natural Disasters

研究活動

学術論文（★は代表的な論文）

1. Unified machine learning approach for predicting CFST column axial load capacity, Innovative Infrastructure Solutions, 20240608
   DOIを用いた論文検索結果へのリンク
2. Evaluation of the long-term performance of high-performance concrete produced with blended river sand/sea sand and high-volume GGBFS, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 20240516
   DOIを用いた論文検索結果へのリンク
3. Effects of rejuvenators and aging conditions on the properties of blended bitumen and the cracking behavior of hot asphalt mixtures with a high RAP content, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 20240318
   DOIを用いた論文検索結果へのリンク
4. Combined effect of internal curing and hydration promotion on concrete performances: Contributions of roof-tile waste aggregate and chloride-based accelerator, CONSTRUCTION AND BUILDING MATERIALS, 411巻, 20240112
   DOIを用いた論文検索結果へのリンク
5. Densified mixture design algorithm: A novel mix design concept and its application for green concretes incorporating industrial by-products, ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 42巻, 4号, 202307
   DOIを用いた論文検索結果へのリンク
6. Optimization of neural network parameters in improvement of particulate matter concentration prediction of open-pit mining, APPLIED SOFT COMPUTING, 147巻, 202311
   DOIを用いた論文検索結果へのリンク
7. ★, Ensemble XGBoost schemes for improved compressive strength prediction of UHPC, STRUCTURES, 57巻, 202311
   DOIを用いた論文検索結果へのリンク
8. ★, Incorporating industrial by-products into geopolymer mortar: Effects on strength and durability, Materials, 2023
   DOIを用いた論文検索結果へのリンク
9. Influence of rice husk ash and hybrid fiber on engineering properties of densified high-performance fiber-reinforced concrete, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 2023
   DOIを用いた論文検索結果へのリンク
10. Effect of Curing Regimes on the Dynamic Modulus of entirely RAP Cold Recycled Asphalt Mixture, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 2023
    DOIを用いた論文検索結果へのリンク
11. Densified Mixture Design Algorithm: A Novel Mix Design Concept and Its Application for Green Concretes Incorporating Industrial By‐Products, Environmental Progress & Sustainable Energy, 2023
    DOIを用いた論文検索結果へのリンク
12. Optimization of machine learning models for predicting the compressive strength of fiber-reinforced self-compacting concrete, FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 17巻, 2号, pp. 284-305, 202302
    DOIを用いた論文検索結果へのリンク
13. Toward improved prediction of recycled brick aggregate concrete compressive strength by designing ensemble machine learning models, CONSTRUCTION AND BUILDING MATERIALS, 369巻, 20230310
    DOIを用いた論文検索結果へのリンク
14. DMDA- a novel mix design concept and its application for green concretes incorporating industrial by-products, Environmental Progress & Sustainable Energy: e14086 SCIE, Q2, IF= 2.824., 2023
    DOIを用いた論文検索結果へのリンク
15. ★, Development of machine learning methods to predict the compressive strength of fiber-reinforced self-compacting concrete and sensitivity analysis, Construction and Building Materials 367 (2023): 130339. SCIE, Q1, IF=6.141., 2023
    DOIを用いた論文検索結果へのリンク
16. A hybrid machine learning model to estimate self-compacting concrete compressive strength, FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 16巻, 8号, pp. 990-1002, 202208
    DOIを用いた論文検索結果へのリンク
17. ★, Concrete carbonation prediction based on air-permeability tests with moisture compensation, Materials and Structures, 56, 3 (2023) SCIE, Q1, IF= 4.285., 2022
    DOIを用いた論文検索結果へのリンク
18. Novel ensemble approach to predict the ultimate axial load of CFST column with different cross-sections, Structures, SCIE, Q1, IF= 4.01., 2022
    DOIを用いた論文検索結果へのリンク
19. ★, A comparative assessment of tree-based predictive models to estimate geopolymer concrete compressive strength, Neural Computing and Applications, SCIE, Q1, IF= 5.106, 2022
    DOIを用いた論文検索結果へのリンク
20. Machine Learning Approach in Investigating Carbonation Depth of Concrete Containing Fly Ash, Structural Concrete, SCIE, Q1, IF= 3.131, 2022
    DOIを用いた論文検索結果へのリンク
21. ★, A Hybrid Machine Learning Model to Estimate Self-Compacting Concrete Compressive Strength, Frontiers of Structural and Civil Engineering,16, 990–1002 (2022). SCIE, IF=2.370, 2022
    DOIを用いた論文検索結果へのリンク
22. Performances of eco-fine-grained concrete containing saline sand as partial fine aggregate replacement, JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 24巻, 4号, pp. 527-539, 2021
    DOIを用いた論文検索結果へのリンク
23. Effect of temperature on nondestructive measurements for air permeability and water sorptivity of cover concrete, CONSTRUCTION AND BUILDING MATERIALS, 334巻, 20220606
    DOIを用いた論文検索結果へのリンク
24. Turning incinerator waste fly ash into interlocking concrete bricks for sustainable development, CONSTRUCTION AND BUILDING MATERIALS, 321巻, 20220228
    DOIを用いた論文検索結果へのリンク
25. ★, Effect of temperature on nondestructive measurements for air permeability and water sorptivity of cover concrete, Construction and Building Materials, 334巻, 334号, 2022
    DOIを用いた論文検索結果へのリンク
26. Evaluation of cracking resistance of warm mix asphalt incorporating high reclaimed asphalt pavement content, Journal of Materials: Design and Applications, 2022
    DOIを用いた論文検索結果へのリンク
27. The influence of short and long term aging on the dynamic modulus of recycled polyethylene asphalt mixture, Journal of Applied Science and Engineering (ESCI-ISI), 2022
    DOIを用いた論文検索結果へのリンク
28. Forecast of surface chloride concentration of concrete utilizing ensemble decision tree boosted, Journal of Science anh Transport technology (JSTT), 2022
    DOIを用いた論文検索結果へのリンク
29. ★, Turning incinerator waste fly ash into interlocking concrete bricks for sustainable development, Construction and Building Materials ISI (SCIE; IF=6.257), 321巻, 20220228
    DOIを用いた論文検索結果へのリンク
30. Performances of eco-fine-grained concrete containing saline sand as partial fine aggregate replacement, Journal of Applied Science and Engineering (ESCI-ISI)
    DOIを用いた論文検索結果へのリンク
31. Effect of surface moisture on air-permeability kT and its correction, MATERIALS AND STRUCTURES, 54巻, 2号, 202104
    DOIを用いた論文検索結果へのリンク
32. Evaluation of mechanical strength and durability characteristics of eco-friendly mortar with cementitious additives, Journal of Applied Science and Engineering (ESCI-ISI)
    DOIを用いた論文検索結果へのリンク
33. Recycling of waste incineration bottom ash in the production of interlocking concrete bricks, Journal of Science and Technology in Civil Engineering (STCE) – NUCE; ISBN;
    DOIを用いた論文検索結果へのリンク
34. Bearing capacity of drilled shaft in intermediate geomaterials, Magazine in Civil Engineering- ISI (ESCI)
    DOIを用いた論文検索結果へのリンク
35. Artificial Intelligence-Based Model for the Prediction of Dynamic Modulus of Stone Mastic Asphalt, Applied Sciences (Switzerland) - ISI, (IF = 2.474).
    DOIを用いた論文検索結果へのリンク
36. ★, Service life prediction of steam-cured concrete utilizing in-situ air permeability measurements, Cement and Concrete Composites ISI (SCIE; IF=6.257)
    DOIを用いた論文検索結果へのリンク
37. ★, Early evaluation of cover concrete quality utilizing water intentional spray tests, Construction and Building Materials ISI (SCIE; IF=4.419)
    DOIを用いた論文検索結果へのリンク
38. ★, Durability index for quality classification of cover concrete based on water intentional spraying tests, Cement and Concrete Composites ISI (SCIE; IF=6.257)
    DOIを用いた論文検索結果へのリンク
39. ★, Validation of simple nondestructive method for evaluation of cover concrete quality, Construction and Building Materials ISI (SCIE; IF=4.419)
    DOIを用いた論文検索結果へのリンク
40. Evaluation of mechanical strength and durability characteristics of eco-friendly mortar with cementitious additives, JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 24巻, 4号, pp. 541-552, 2021
    DOIを用いた論文検索結果へのリンク
41. ★, Incorporating industrial by-products into cement-free binders: Effects on water absorption, porosity, and chloride penetration, Construction and Building Materials ISI (SCIE; IF=6.141), 304巻, 2021
    DOIを用いた論文検索結果へのリンク
42. Metaheuristic optimization of Levenberg–Marquardt-based artificial neural network using particle swarm optimization for prediction of foamed concrete compressive strength, Neural Computing and Applications ISI (SCIE; IF=5.606), 2021
    DOIを用いた論文検索結果へのリンク

招待講演、口頭・ポスター発表等

1. Laboratory Study to Determine the Relationship Between Rutting and Dynamic Modulus of Asphalt Concrete Mixture, CIGOS 2021, Emerging Technologies and Applications for Green Infrastructure. Springer, Singapore,, 2021年10月29日, 通常, 英語, (SPRINGER Book chapter)
   Related URL
2. Experimental and Numerical Studies of Temperature Prediction in Mass Concrete Foundation, CIGOS 2021, Emerging Technologies and Applications for Green Infrastructure. Springer, Singapore,, 2021年10月28日, 通常, 英語, (SPRINGER Book chapter)
   Related URL
3. Nondestructive Evaluation for Air Permeability and Water Absorption of Cover Concrete Affected by Rainfall, CIGOS 2021, Emerging Technologies and Applications for Green Infrastructure. Springer, Singapore, 2021年10月28日, 通常, 英語, (SPRINGER Book chapter)
   Related URL
4. Air permeability of cover concrete quality of precast box culverts affected by casting direction, Innovation for Sustainable Infrastructure, 2019 (SPRINGER Book chapter), 通常, 英語
   Related URL
5. Air permeability coefficients of expansive concrete confined by rebars, Innovation for Sustainable Infrastructure, 2019 (SPRINGER Book chapter), 2021年, 通常, 英語
   Related URL
6. Air Permeability of Precast Concrete Box Culvert Applying Steam Curing Condition, The International Conference on Sustainable Civil Engineering and Architecture, 2019 (SPRINGER Book chapter)., 2019年, 通常, 英語
   Related URL
7. Chloride Penetration Test of Concrete Simulating Deicing Salt Attack, The International Conference on Sustainable Civil Engineering and Architecture, 2019 (SPRINGER Book chapter)., 2019年, 通常, 日本語
   Related URL

外部資金

競争的資金等の採択状況

1. KAKENHI (Grant-in-Aid for Early-Career Scientists), Development of a simplified nondestructive method for in-situ evaluation of the cover concrete quality and durability design., 2022年, 2024年

社会活動

学術雑誌論文査読歴

1. Structures, Reviewer
2. Journal of Cleaner Production, その他, Reviewer
3. Sustainability, その他, Reviewer
4. Results in Engineering, その他, Reviewer
5. Heliyon, その他, Reviewer
6. Engineering Structures, その他, Reviewer
7. Buildings, その他, Reviewer
8. CMC-Computers, Materials & Continua, その他, Reviewer
9. Journal of Zhejiang University-SCIENCE A, その他, Reviewer
10. Construction and Building Materials, Reviewer
11. Environmental Progress and Sustainable Energy, Reviewer
12. Journal of Road Engineering, Reviewer
13. Minerals, Reviewer
14. Applied Sciences, Reviewer
15. Journal of Materials in Civil Engineering, Reviewer
16. Case Studies in Construction Materials, Reviewer
17. Energy and Buildings, Reviewer
18. Journal of Applied Science and Engineering, Reviewer
19. Cleaner Waste Systems, Reviewer