| Utilizing rock mass properties for predicting TBM performance in hard rock condition [the best paper awarded by IAEG and the most cited article of TUST in 2008] S Yagiz Tunnelling and Underground Space Technology 23 (3), 326-339, 2008 | 434 | 2008 |
| Development of hybrid intelligent models for predicting TBM penetration rate in hard rock condition DJ Armaghani, ET Mohamad, MS Narayanasamy, N Narita, S Yagiz Tunneling and Underground Space Technology, 63 (3), 29-43, 2017 | 371 | 2017 |
| Assessment of brittleness using rock strength and density with punch penetration test [the most cited articles of TUST in 2009] S Yagiz Tunnelling and Underground Space Technology 24 (1), 66-74, 2009 | 336 | 2009 |
| Application of two non-linear prediction tools to the estimation of tunnel boring machine performance S Yagiz, C Gokceoglu, E Sezer, S Iplikci Engineering Applications of Artificial Intelligence 22 (4), 808-814, 2009 | 300 | 2009 |
| A support vector regression model for predicting tunnel boring machine penetration rates S Mahdevari, K Shahriar, S Yagiz, MA Shirazi International Journal of Rock Mechanics and Mining Sciences 72, 214-229, 2014 | 250 | 2014 |
| Predicting uniaxial compressive strength, modulus of elasticity and index properties of rocks using the Schmidt hammer S Yagiz Bulletin of Engineering Geology and the Environment 68 (1), 55-63, 2009 | 233 | 2009 |
| Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate J Zhou, Y Qiu, S Zhu, DJ Armaghani, C Li, H Nguyen, S Yagiz Engineering Applications of Artificial Intelligence 97 (104015), 2021 | 229 | 2021 |
| Prediction of hard rock TBM penetration rate using particle swarm optimization S Yagiz, H Karahan International Journal of Rock Mechanics and Mining Sciences 48 (3), 427-433, 2011 | 229 | 2011 |
| Development of rock fracture and brittleness indices to quantify the effects of rock mass features and toughness in the CSM Model basic penetration for hard rock tunneling machines S Yagiz PhD Dissertation, Colorado School of Mines, USA., T-5605, 289p., 2002 | 217 | 2002 |
| P-wave velocity test for assessment of geotechnical properties of some rock materials S Yagiz Bulletin of Materials Science 34 (4), 947-953, 2011 | 212 | 2011 |
| Artificial neural networks and nonlinear regression techniques to assess the influence of slake durability cycles on the prediction of uniaxial compressive strength and modulus … S Yagiz, EA Sezer, C Gokceoglu International Journal for Numerical and Analytical Methods in Geomechanics …, 2012 | 205 | 2012 |
| Application of several optimization techniques for estimating TBM advance rate in granitic rocks DJ Armaghani, M Koopialipoor, A Marto, S Yagiz* Journal of Rock Mechanics and Geotechnical Engineering 11 (4), 779-789, 2019 | 191 | 2019 |
| Prediction of the uniaxial compressive strength of sandstone using various modeling techniques DJ Armaghani, MFM Amin, S Yagiz, RS Faradonbeh, RA Abdullah International Journal of Rock Mechanics and Mining Sciences 85 (5), 174-186, 2016 | 153 | 2016 |
| Application of fuzzy inference system and nonlinear regression models for predicting rock brittleness S Yagiz, C Gokceoglu Expert Systems with Applications 37 (3), 2265-2272, 2010 | 147 | 2010 |
| Application of various optimization techniques and comparison of their performances for predicting TBM penetration rate in rock mass S Yagiz, H Karahan International Journal of Rock Mechanics and Mining Sciences 80, 308-315, 2015 | 137 | 2015 |
| Application of several non-linear prediction tools for estimating uniaxial compressive strength of granitic rocks and comparison of their performances DJ Armaghani, ET Mohamad, M Hajihassani, S Yagiz, H Motaghedi Engineering with Computers 32 (2), 189-206, 2016 | 134 | 2016 |
| Predicting penetration rate of hard rock tunnel boring machine using fuzzy logic E Ghasemi, S Yagiz*, M Ataei Bulletin of Engineering Geology and the Environment 73 (1), 23-35, 2014 | 120 | 2014 |
| Correlation between slake durability and rock properties for some carbonate rocks S Yagiz Bulletin of engineering geology and the environment 70 (3), 377-383, 2011 | 113 | 2011 |
| Application of tunnel boring machines in underground mine development M Cigla, S Yagiz, L Ozdemir 17th international mining congress and exhibition of Turkey, 155-164, 2001 | 97 | 2001 |
| Brief note on the influence of shape and percentage of gravel on the shear strength of sand and gravel mixtures S Yagiz Bulletin of Engineering Geology and the Environment 60 (4), 321-323, 2001 | 95 | 2001 |
