Recent Journal Publications (last 5 years)
† Graduate Students
Zhao, Y.†, Goulias, D., Saremi, S.† (2023, in press). Enhancing Prediction Accuracy of Concrete Compressive Strength using Stacking Ensemble Machine Learning. Computers and Concrete.
http://www.techno-press.org/?page=container&journal=cac&volume=32&num=3
https://doi.org/10.12989/cac.2023.32.3.233
Saremi, S.†, Goulias, D., Zhao, Y.† (2023). Development of Alternative Sequence Classification Networks for Predicting Condition Rating of Bridge Decks. ASCE Journal of Performance of Constructed Facilities.
Zhao, Y.†, Goulias, D. (2023). Assessing Impact on Risks and Pay Factors when Contractors Quality Testing Data are used through the development of Power Surface Analysis. International Journal of Pavement Engineering.
https://doi.org/10.1080/10298436.2023.2201499
Barraj, F., Mahfouz, S., Kassem, H., Goulias, D. (2023). Investigation of Using Crushed Glass Waste as Filler Replacement in Hot Asphalt Mixtures. Sustainability Journal.
https://www.mdpi.com/2071-1050/15/3/2241
Dobiszewska, M., Bagcal, O., Goulias, D. (2023). Utilization of Rock Dust as Cement Replacement in Cement Composites: An alternative approach to sustainable mortar and concrete productions. Journal of Building Engineering.
https://www.sciencedirect.com/science/article/pii/S2352710223003595
Cafiso, S., Di Graziano, A., Goulias, D. (2022). Data Fusion of Non-destructive Testing Methods for Bridge Deck Condition Assessment. Open Transportation Journal, 16((1)).
https://opentransportationjournal.com/VOLUME/16/ELOCATOR/e187444782211210/
Zhao, Y.†, Goulias, D., Dobiszewska, M. (2022). Life-Cycle Sustainability Assessment of Using Rock Dust as a Partial Replacement of Fine Aggregate and Cement in Concrete Pavements. Sustainability Journal.
https://www.mdpi.com/2071-1050/14/19/12449
Setare, S.†, Goulias, D., Akhter, A.† (2022). NDT in Quality Assurance of Concrete for Assessing Production Uniformity. Transportation Research Record Journal.
https://doi.org/10.1177/03611981221103
Dobiszewska, M., Bagcal, O., Beycioğlu, A., Goulias, D. (2022). Influence of rock dust additives as fine aggregate replacement on cement composites properties. Materials Journal.
https://www.mdpi.com/1996-1944/15/8/2947
Zhao, Y.,† Goulias, D. (2021). Evaluation of Acceptance Risks through PWL for Highway Materials and Pavement Construction. Transportation Research Record Journal, 1-10.
https://doi.org/10.1177/03611981211006436
Zhao, Y.,† Goulias, D. (2021). Pay Factor Analysis for Highway Pavements through PWL and Monte Carlo Simulation. Transportation Reearch Record Journal, 1-14.
https://doi.org/10.1177/03611981211025518
Zhao, Y.,† Goulias, D., Teffa, L., Bassani, M. (2021). Life Cycle Economic and Environmental Impacts of CDW Recycled Aggregates in Roadway Construction and Rehabilitation. Journal of Sustainability, 13(8611).
https://doi.org/10.3390/su13158611
Zhao, Y.,† Goulias, D., Petrson, D. (2021). Recycled Asphalt Pavement Materials in Transport Pavement Infrastructure: Sustainability Analysis & Metrics. Sustainability Journal, 13(8071).
https://doi.org/10.3390/su13148071
Goulias, D., Cafiso, S., Setare, S.† (2020). Condition Assessment of Bridge Decks through Ground Penetration Radar in Bridge Management Systems. Journal of Performance of Constructed Facilities, 34(5).
https://ascelibrary.org/doi/10.1061/%28ASCE%29CF.1943-5509.0001507
Cafiso, S., Di Graziano, A., Goulias, D., Mangiameli, M. (2020). Implementation of GPR and TLS data for the Assesment of the Bridge Slab Geometry and reinforcement. Archives of Civil Engineering Journal, 66(1).
https://ace.il.pw.edu.pl/wp-content/uploads/2020/04/Paper_747_do-druku_B5_met.pdf
Goulias, D., Peterson, D.,† Zhao, Y.† (2020). Holistic Approach for Generating and Assessing Sustainable Rehabilitation Strategies in Roadway Construction. International Journal of Computational Engineering Research, 10(6), 51-57.
http://www.ijceronline.com/papers/Vol10_issue6/G10065157.pdf
Gagarin, N., Goulias, D., Mekemson, J. (2020). Development of a Novel Methodology for Assessing Bridge Deck Conditions Using Step Frequency Antenna Array Ground Penetrating Radar. Journal of Performance of Constructed Facilities Journal, 34(5).
https://ascelibrary.org/doi/abs/10.1061/(ASCE)CF.1943-5509.0001365
Saremi, S.,† Goulias, D. (2020). Concrete Strength Gain Monitoring with Non-Destructive Methods for Potential Adoption in Quality Assurance. Journal of Construction and Building Materials, 260, 1-7.
https://www.sciencedirect.com/science/article/abs/pii/S0950061820324697
Zhao Y.,† Goulias D.(2019) “Systematic Assessment of Sustainability Strategies in Highway Projects through Parametric Analysis.” International Journal of Computational Engineering Research. 9(9). pp13-20![]()
http://www.ijceronline.com/papers/Vol9_issue9/B0909011320.pdf
Cafiso S., Di Graziano A., Goulias D., D’Agostino C. (2019) “Distress and Profile Data Analysis for Condition Assessment in Pavement Management Systems.” International Journal of Pavement Research and Technology.” 12(5). pp527-536.
https://link.springer.com/article/10.1007/s42947-019-0063-7
Saremi S., † Goulias D. Akhter A.† (2019) “Incorporating Non-Destructive Testing Methods in Concrete Production for Strength Gain Assessment.” International Journal of Engineering Research and Development. 15(4). pp45-51
http://www.ijerd.com/paper/vol15-issue4/F15044551.pdf
Goulias, D., Karimi S., † Schwartz C. (2018) “Assessing Specification Pay Schedules through Monte Carlo Simulation.” International Journal of Computational Engineering Research. 8(10). pp1-10.
http://www.ijceronline.com/papers/Vol8_issue10/Version-1/J0810015765.pdf
Goulias D., Awoke, G. †“Novel Approach to Pavement Friction Analysis with Advanced Statistical Methods using Structural Equation Modeling.” (2018) International Journal of Pavement Engineering, (IF=4.178). 21(2). pp236-245.
https://doi.org/10.1080/10298436.2018.1454922
Goulias, D., Zhang Y. †, Aydilek A. (2018) “Sustainability Assessment of Roadways through Economic and Environmental Impact Life Cycle Analysis.” International Journal of Computational Engineering Research. 8(12). pp1-8.
http://www.ijceronline.com/papers/Vol8_issue12/A08120108.pdf
Goulias D., Awoke, G.† (2018) “Methodology for Predicting Pavement Friction deterioration for Triggering Preventive Maintenance.” International Journal of Pavements, 17(1-2-3).