Applied, Innovative & Interdisciplinary Research Laboratory
Publications
Book Chapters
Öcal A., Sarıçiçek, Y. E., Pekcan, O. (2021). Flower Pollination Algorithm for Slope Stability Analysis. Applications of Flower Pollination Algorithm and its Variants. Editor: Dey, N., Springer Singapore.
Tutus,E.B., Pekcan, O., Altun, M., Turkezer, M (2021). Optimizing Reinforced Cantilever Retaining Walls Under Dynamic Loading Using Improved Flower Pollination Algorithm. Applications of Flower Pollination Algorithm and its Variants. Editor: Dey, N., Springer Singapore.
Altun, M., Pekcan, O. (2021). Optimum Sizing of Truss Structures Using A Hybrid Flower Pollination. Applications of Flower Pollination Algorithm and its Variants. Editor: Dey, N., Springer Singapore.
Öcal, A., and Pekcan, O. (2020). Cuckoo Search Based Backcalculation Algorithm for Estimating Layer Properties of Full-Depth Flexible Pavements. Applications of Cuckoo Search Algorithm and its Variants, Editor: Dey, N., Springer Singapore
Altun, M.,Yalcin,Y., Pekcan, O. (2020). A Hybrid Cuckoo Search Algorithm for Cost Optimization of Mechanically Stabilized Earth Walls. Applications of Cuckoo Search Algorithm and its Variants. Editor: Dey, N., Springer Singapore.
Journal Papers
Duman E., Saricicek, Y.E. Pekcan, O., Gurbanov, E., Gozen A.G. (2020). Drained Response of Microbially Induced Calcite Precipitation Treated Sand Under Various Treatment Conditions. (Submitted)
Saricicek, Y. E., Gurbanov, R., Pekcan, O., Gözen, A.G. (2019). Comparison of microbially induced calcium carbonate precipitation eligibility using Sporosarcina pasteurii and Bacillus licheniformis on two different sands. Geomicrobiology Journal, 1-11. doi: 10.1080/01490451.2018.1497732
Altun, M., Pekcan, O.(2017). A modified approach to cross entropy method: Elitist stepped distribution algorithm. Applied Soft Computing,58, 756-769. doi: 10.1016/j.asoc.2017.04.032
Conference Proceedings
Duman, E., Saricicek, Y.E., Pekcan, O., Gurbanov, E., Gozen A.G. (2021). “Applications of Microbially Induced Calcium Carbonate Precipitation on Woven Geotextiles”, 7th European Geosynthetics Conference, 19-22 September 2021, Warsaw, Poland (Under review)
Tunali, M., Duman, E., Saricicek, Y.E., Pekcan, O., Gurbanov, E., Gozen A.G. (2019). “Development of direct shear and triaxial test procedures on microbially treated sand specimens”, 1st Mediterranean Young Geotechnical Engineers Conference, 23-24 September 2019, Mugla, Turkey
Yalcin Y., Altun M., Pekcan O. (2019). Analysis of Slopes Using Elitist Differential Evolution Algorithm. In: Rodrigues H. et al. (eds) EngOpt 2018 Proceedings of the 6th International Conference on Engineering Optimization. EngOpt 2018. Springer, Cham. doi: 10.1007/978-3-319-97773-7_71
Saricicek, Y. E., Pekcan, O. (2018). An Artificial Intelligence Based Approach for Investigating Slope Stability of Earth Dams. 5th International Symposium on Dam Safety. Istanbul, Turkey.
Pekcan, O., Saricicek, Y. E. (2018). Tam Derinlikli Esnek Üstyapıların Destek Vektör Makineleri Yöntemiyle Sonlu Elemanlar Modellemesi. Zemin Mekaniği ve Geoteknik Mühendisliği 17. Ulusal Konferansı. İstanbul, Türkiye (in Turkish).
Ersoz, A. B., Pekcan, O., Tokdemir, O. B. 2018. Lean Project Management using Unmanned Aerial Vehicles. 5th International Project and Construction Management Conference (IPCMC2018). North Cyprus
Ersoz, A.B., Pekcan, O., Teke, T., 2017. Unmanned Aerial Vehicle Based Pavement Crack Identification Method Integrated with Geographic Information Systems. Transportation Research Board 96th. Annual Meeting, Washington, DC. USA
Ersoz, A.B., Pekcan, O., Teke, T., 2017. Crack Identification for Rigid Pavements Using Unmanned Aerial Vehicles. International Conference BESTInfra 2017, Prague, Czech Republic
Altun, M., Ersoz, A.B., Teke, T., Kurt, T., Akcamete-Gungor, A., Pekcan, O., 2017. Application of Artificial Neural Networks on Building Energy Estimation. International Conference on Engineering Technologies (ICENTE’17), Konya, TURKEY
Pekcan, O., Ersoz, A.B., Teke, T., 2016. Pavement crack detection using Unmanned Air Vehicles. Transportation Research Board 95th. Annual Meeting, Washington, DC. USA
Pekcan, O., Ersoz, A.B., Teke, T., et al., 2016. Damage Identification of Coastal Structures Using Image Processing Techniques. In 35th International Conference on Coastal Engineering, Istanbul, TURKEY
Öcal, A., and Pekcan, O. (2016). “Backcalculation of Conventional Flexible Pavement Layer Properties Using Artificial Neural Network Based Gravitational Search Algorithm” Transportation Research Board 95th Annual Meeting, Washington DC, USA.
Öcal, A., and Pekcan, O. (2014). “Determination of Layer Properties for Full Depth Asphalt Pavements Using Artificial Neural Network Based Gravitational Search Algorithm.” In 4th International Conference on Engineering Optimization, Lisbon, Portugal.
Pekcan, O., Tutumluer, E., & Thompson, M. (2008). Artificial Neural Network Based Backcalculation of Conventional Flexible Pavements on Lime Stabilized Soils. 12th International Conference on Computer Methods and Advances in Geomechanics.
Pekcan, O., Tutumluer, E., & Thompson, M. (2006). Nondestructive Flexible Pavement Evaluation Using ILLI-PAVE Based Artificial Neural Network Models. GeoCongress 2006: Geotechnical Engineering in the Information Technology Age
Thesis
Ersöz, A. B., (2016). Development of UAV-Based Pavement Crack Identification System Using Artificial Intelligence. M.Sc.Thesis. Middle East Technical University. Ankara, Turkey.
Öget, G. D., (2014). Estimating Swelling Characteristics of Clays Using Methylene Blue Test-A Machine Learning Approach.M.Sc Thesis. Middle East Technical University. Ankara, Turkey.
Pekcan, O., (2010). Development of Machine Learning Based Speaker Recognition System. M.Sc. Thesis. University of Illinois at Urbana-Champaign. Urbana, Illinois