Projects per year
Personal profile
Personal profile
Dr. Yagiz holds a PhD from Colorado School of Mines, USA. Authored over 150 publications in peer-reviewed scientific journals, proceedings, books and industrial reports. Recognized reviewer of numerious prestigious journals and an Editor of Tunnelling & Underground Space Tech., (TUST, 2019-2021). Currently an editorial board member of TUST, Int J of Trans., Tech., Int J of Earth & Envir., Sci., Int J of Geo-resources and Env. First paper he published (in TUST, 2008) is awarded by Int Association of Engineering Geologists as the best paper of the year. One of the authors of first manuscript published (in Enginering Geology, 2017) with the affiliation of School of Mining and Geosciences of Nazarbayev University (NU).
Dr. Yagiz is a chair of teaching & learning committee and coordinator of Mining Engineering program of the School of Mining and Geosciences (SMG) (2018-2021). Representative member of teaching & learning and academic quality committees of the SMG at NU (2018-2022). Awarded with Nazarbayev University, Senate Service Award (2020), due to outstanding contribution to the SMG and NU.
Dr. Yagiz is in the list of the top 2% world most widely cited scientists for the third consecutive year (2021-2023). Recognized by Scopus Elsevier Research Excellence Award (2022). A professional member of the Int Society for Rock Mechanics & Rock Engineering (ISRM) and working group member of rock boreability and small-scale linear rock cutting tests of ISRM, also an Asian Universities Alliance Scholar.
Teaching
MINE302 Geomechanics; MINE305 Rock Breakage; MINE502 Geology for Mining Engineers; MINE507 Rock Excavation; MINE605/801 Mechanized Excavation & Tunnelling; GEOXXX Engineering Geology & Geotech.; MINE 690/890 Research
Research interests
Geotechnical engineering; Geomechanics; Rock excavation; Engineering geology; Performance analysis of mechanical excavators; Geotechnical site investigation
Publications
Selected Recent Journal Manuscripts
Yazitova A, Yagiz S. Performance analysis of drilling machines based on rock properties and machine’s specifications. Bull of Engineering Geology and the Environment, 83: 37 (2024) (Q1)
Parsajoo M, Mohammed AS, Yagiz S, Armaghani DJ, Khandelwal M. An evolutionary adaptive neuro-fuzzy inference system for estimating field penetration index of tunnel boring machine in rock mass. International Journal of Rock Mechanics and Geotechnical Engineering, 13(6): 1290-1299 (2021) (Q1)
Goodarzi S, Hassanpour J, Yagiz S, Rostami J. Predicting TBM performance in soft sedimentary rocks, case study of Zagros Mountains water tunnel projects. Tunnelling and Underground Space Technology, 109:103705 (2021) (Q1)
Zhou J, Qiu Y, Zhu S, Armaghani DJ, Li C, Nguyen H, Yagiz S. Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate. Engineering Applications of Artificial Intelligence, 97: 104015 (2021) (Q1)
Buyuksagis IS, Rostami J, Yagiz S. Development of models for estimating specific energy and specific wear rate of circular diamond saw blades based on properties of carbonate rocks. International Journal of Rock Mechanics & Mining Sciences, 135: 104497 (2020) (Q1)
Selected Recent Books and Chapters
Khandelwal M, Armaghani DJ, Bhatawdekar RM, Samui P, Yagiz S. Advancements in Underground Infrastructures, CRC Press Book 2024.
Ghorbani E, Adoko AC, Yagiz S. Disc Cutter Wear-Consumption Prediction Based on Rock Properties: An overview and Perspective. Advancements in Underground Infrastructures, 2024.
Ghorbani E, Adoko AC, Yagiz S. AI-based TBM Performance Models to Predict the Rate of Penetration: An Overview and Perspective. Advancements in Underground Infrastructures, 2024.
Selected Recent Proceedings Papers and Presentations
Yermukhanbetov K, Yazitova A, Yagiz S. Comparison of strength-based rock brittleness indices with the brittleness index measured via Yagiz's approaches. doi.org/10.1088/1755-1315/833/1/012038. ISRM International Symposium: Eurock2021-Mechanics and Rock Engineering from theory to practice. Torino, Italy. 20-25 September 2021
Yagiz S, Yermukhanbetov K, Yazitova A, Rostami J. 2021 Utilizing linear cutting machine test for estimating cutting force via intact rock properties. 55th U.S. Rock Mechanics and Geomechanics Symposium (ARMA), Texas, USA, 20-23 June 2021. Paper Number: ARMA-2021-1108
Yagiz S, Shaterpour-Mamaghani A, Yazitova A, Yermukhanbetov K, Dogan E, Erdogan T, Copur H. Empirical models for estimating performance and operational parameters of raise boring machine in mining applications. doi.org/10.1088/1755-1315/833/1/012129. ISRM International Symposium: Eurock2021-Mechanics and Rock Engineering from theory to practice. Torino, Italy. 20-25 September 2021
Yazitova A, Yagiz S. Estimation of drilling rate of diamond driller using rock properties and driller specifications. Eurock 2020-Hard Rock Engineering Trondheim, Norway, 14-19 June 2020
Massalov T, Yagiz S, Rostami J. 2020. Relationship between key rock properties and Cerchar abrasivity index for estimation of disc cutter wear life in rock tunneling applications. Eurock 2020-Hard Rock Engineering Trondheim, Norway, 14-19 June 2020
Selected Recent Projects Involved
Yagiz S, Arman H. Utilizing Geological Strength Index to development of Bearing Capacity Chart for jointed weak carbonate rocks. Asian Universities Alliance Project (External project in 2024).
Yagiz S, Rostami J, Copur H. A Model Development for the Estimation of Roadheader Performance in Mining and Civil Construction. Principle Investigator, (150,000 USD) (2024-2026)
Yagiz S, Adoko AC, Rostami J, Hassanpour J. Hard Rock Tunnelling: A Generalized Model for Estimating TBM Penetration and Disc Cutter Weariness. Grant No: 021220FD5151, (150,000 USD), Faculty Development Competitive Research Grant Principle Investigator, (2021-2023)
Wang L, Hazlett R, Yagiz S, Zhang D, Ismailova J, Teklu T, Bekbauov B, Kneafsey T. & Wu Y. Development of cryogenic fracturing technology for coalbed methane production in Karaganda Coal Basin, Kazakhstan. Grant No: 021220CRP2022 (449,945 USD), Collaborative Research Program Project. Co-Principle Investigator (2021-2023)
Madani N, Yagiz S, Sabanov S. Multivariate Mapping of Geo-metallurgical Variables with Complex Cross-Correlation Characteristics. Grand No: 090118FD5336, (132,975 USD), Faculty Competitive Grant, Co-Principle Investigator, (2017-2020)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Mining & Earth Systems Engineering, PhD, Colorado School of Mines
… → 2002
Geological/Geotechnical Engineering, MSc, Missouri University of Science and Technology
… → 1997
Geological Engineering, BSc, Ankara University
… → 1992
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Collaborations and top research areas from the last five years
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A Model Development for the Estimation of Roadheader Performance in Mining and Civil Construction
Yagiz, S., Copur, H. & Rostami, J.
1/1/24 → 12/31/26
Project: FDCRGP
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Development of cryogenic fracturing technology for coalbed methane production in Karaganda Coal Basin, Kazakhstan
Hazlett, R., Zhang, D., Yagiz, S., Ismailova , J., Teklu, T., Bekbauov, B., Wang (SMG), L., Kneafsey, T., Wu, Y. & Wang, Y.
1/1/21 → 12/31/24
Project: CRP
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Hard Rock Tunnelling: A Generalized Model for Estimating TBM Performance and Disc Cutter Wear Life
Yagiz, S., Adoko, A. C., Rostami, J. & Hassanpour, J.
1/1/21 → 12/31/23
Project: FDCRGP
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Empirical stope design in Kazakhstan underground mines: improving the Mathews stability graph method
1/1/18 → 12/31/21
Project: FDCRGP
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Multivariate Mapping of Geometallurgical Variables with Complex Cross-Correlation Characteristics
1/1/18 → 6/30/21
Project: FDCRGP
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Advancements in Underground Infrastructures
Khandelwal, M., Armaghani, D. J., Ramesh Murlidhar, B., Samui, P. & Yagiz, S., Jan 20 2025, (Accepted/In press) 1 ed. CRC Press.Research output: Book/Report › Book
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AI-based TBM performance models to predict the rate of penetration: An overview and perspective
Ghorbani, E., Adoko, A. C. & Yagiz, S., Jan 15 2025, (Accepted/In press) CRC Press.Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
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Disc cutter wear-consumption prediction based on rock properties: An overview and perspective
Ghorbani, E., Adoko, A. C. & Yagiz, S., Jan 15 2025, (Accepted/In press) CRC Press.Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
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Appraisal of Boreability Characteristics of Rocks to Estimate the TBM Advancement
Yagiz, S., Yazitova, A., Smirnov, G., Thyagarajan, V. M. & Hassanpour, J., Jun 23 2024.Research output: Contribution to conference › Paper › peer-review
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Estimating the penetration rate of tunnel boring machines via gradient boosting algorithms
Ghorbani, E. & Yagiz, S., Oct 2024, In: Engineering Applications of Artificial Intelligence. 136, 108985.Research output: Contribution to journal › Article › peer-review
Activities
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Rock mass and groundwater interaction for underground excavations
Saffet Yagiz (Invited speaker)
May 15 2024Activity: Talk or presentation › Invited talk
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TBM tunnelling in adverse rock mass and geological conditions
Saffet Yagiz (Invited speaker)
Dec 18 2023Activity: Talk or presentation › Invited talk
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Dokuz Eylul University
Saffet Yagiz (Visiting researcher)
Jul 16 2023 → Jul 22 2023Activity: Visiting types › Visiting an external research institution
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Mechanized rock excavation and tunnelling from TBM usage perspectives
Saffet Yagiz (Invited speaker)
Nov 10 2023Activity: Talk or presentation › Invited talk
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Istanbul Technical University
Saffet Yagiz (Visiting researcher)
Jul 2 2023 → Jul 15 2023Activity: Visiting types › Visiting an external research institution