دکتر مجید ایلچی قزاآن

زمینه‌های پژوهشی مورد علاقه

• Machine learning

• Structural reliability

• Structural optimization

• Multi-objective optimization

• Structural health monitoring and damage detection

طرح تحقیقاتی: طراحی بهینه سازه‌های بزرگ مقیاس با استفاده از الگوریتم‌های فراابتکاری (استاد میزبان: دکتر علی کاوه، دانشگاه علم و صنعت ایران، خرداد ۹۶ - شهریور ۹۷)

عنوان پایان‌نامه دکتری: طراحی لرزه‌ای بهینه سازه‌های اسکلتی پرمتغیر (استاد راهنما: دکتر علی کاوه، دانشگاه علم و صنعت ایران)

عنوان پایان‌نامه کارشناسی‌ارشد: ترکیب روش‌های فراکاوشی در طراحی بهینه سازه‌های اسکلتی تحت قیدهای فرکانسی و مقاومتی (استاد راهنما: دکتر علی کاوه، دانشگاه علم و صنعت ایران)

دروس ارائه شده

- مقطع کارشناسی

• استاتیک

• تحلیل سازه‌ها

• سازه‌های بتن‌آرمه

• بارگذاری

• پروژه سازه‌های بتن‌آرمه

• آزمایشگاه تکنولوژی بتن

- مقطع کارشناسی‌ارشد و دکتری:

• محاسبات نرم

• قابلیت اعتماد سازه

• پایداری سازه

• اجزا محدود پیشرفته (غیرخطی)

• سازه‌های بتن‌آرمه پیشرفته

سوابق اجرائی

• رئیس اداره امور آموزشی دانشکده مهندسی عمران دانشگاه علم و صنعت ایران از سال 1400 تاکنون

• عضو هیأت علمی دانشگاه علم و صنعت ایران از سال 139۷ تا کنون

افتخارها و جوایز

•  استاد سرآمد آموزشی دانشگاه علم و صنعت ایران 1404
• برگزیده به عنوان محبوب ترین استاد دانشکده مهندسی عمران از نگاه دانشجویان 1403
• استاد سرآمد اموزشی دانشگاه علم و صنعت ایران 1402
• برگزیده به عنوان محبوب ترین استاد دانشکده مهندسی عمران از نگاه دانشجویان 1401

• برگزیده جایزه علامه طباطبایی بنیاد ملی نخبگان (تسهیلات دوره پسادکتری)

• برگزیده جایزه شهید چمران بنیاد ملی نخبگان (تسهیلات دوره پسادکتری)

• برگزیده جایزه آموزشی-پژوهشی بنیاد ملی نخبگان 1395

• پژوهشگر برتر دانشکده مهندسی عمران دانشگاه علم و صنعت ایران 1394

• برگزیده جایزه آموزشی-پژوهشی بنیاد ملی نخبگان 1394

• پژوهشگر برتر دانشکده مهندسی عمران دانشگاه علم و صنعت ایران 1393

• دانشجوی ممتاز دانشکده مهندسی عمران دانشگاه علم و صنعت ایران ۱۳۹۰

تالیف کتاب

• Adel, H., Ilchi Ghazaan, M., and Habibnejad Korayem A., 2022. Machine learning applications for developing sustainable construction materials . Artificial Intelligence and Data Science in Environmental Sensing, chapter 9 (Asadnia, M., Razmjou, A. and Beheshti, A.). pp. 179-210.

• Kaveh, A. and Ilchi Ghazaan, M., 2018. Meta-heuristic algorithms for optimal design of real-size structures . Springer International Publishing, Switzerland.

مقالات ISI

• Teymoori, S., Ilchi Ghazaan, M. and Malekitabar, H., 2026. Developing a probabilistic risk assessment framework for construction projects based on Dynamic Bayesian Network. Reliability Engineering & System Safety, 267, p.111897.
• Kaveh, A., Ilchi Ghazaan, M. and Mohammadi, A., 2026. Seismic Response Prediction of 3D Reinforcement Concrete Frames Using Machine Learning Methods. Periodica Polytechnica Civil Engineering.
• Ilchi Ghazaan, M. and Mirghazanfari, P., 2025. Multi-phase ensemble-RBF-assisted differential evolution for high-dimensional expensive optimization. Cluster Computing, 28(12), p.784.
• Ilchi Ghazaan, M. and Manafi, A., 2025. Optimal Member Size and Stiffness Distribution for Semi-Rigid Joints in Three-Dimensional Steel Frames Considering Inelastic Second-Order Analysis. International Journal of Steel Structures, 25(5), pp.1117-1130.
• Ilchi Ghazaan, M. and Laal Dehghani, K., 2025. An adaptive surrogate-based approach for solving constrained optimization problems. The Journal of Supercomputing, 81(13), p.1284.
• Nayeri, A.D., Teymoori, S., Ilchi Ghazaan, M. and Mirvalad, S., 2025. Enhancing thermal comfort and energy efficiency in building environments using advanced dynamic bayesian modeling. Journal of Building Engineering, 108, p.112951.
• Ilchi Ghazaan, M. and Sharifi, M., 2025. Adaptive surrogate-based optimization with dynamic boundary updating for structural problems. Frontiers of Structural and Civil Engineering, 19(8), pp.1355-1372.
• Ilchi Ghazaan, M. and Khademi, A., 2025. Sensitivity Analysis of Compressive Strength in CNT-Reinforced Composites: A Comparative Study of Sample-Based, Linearization, and Global Methods. Arabian Journal for Science and Engineering, 50(16), pp.12959-12975.
• Ghafouri, A. and Ilchi Ghazaan, M., 2025. A virtual system assisted blind deconvolution method to restoration of seismic input motion of structures. Engineering Structures, 334, p.120101.
• Adel, H., Ilchi Ghazaan, M. and Korayem, A.H., 2025. Unpacking predictive relationships in graphene oxide-reinforced cementitious nanocomposites: An explainable ensemble learning approach for augmented data. Engineering Applications of Artificial Intelligence, 144, p.110123.
• Azarhoosh, Z. and Ilchi Ghazaan, M., 2025. A review of recent advances in surrogate models for uncertainty quantification of high-dimensional engineering applications. Computer Methods in Applied Mechanics and Engineering, 433, p.117508.
• Ilchi Ghazaan, M., Salmani Oshnari, A.M. and Salmani Oshnari, A.H., 2024. A novel adaptive optimization scheme for advancing metaheuristics and global optimization. Swarm and Evolutionary Computation, 91, p.101779.
• Ilchi Ghazaan, M., and Yekta, A.D., 2024. Optimal Latinized partially stratified sampling for structural reliability analysis. Structural engineering and mechanics: An international journal, 92(1), pp.111-120.
• Rezaeizadeh, A., Zandi, M. and Ilchi Ghazaan, M., 2024. Sensitivity of optimal double-layer grid designs to geometrical imperfections and geometric nonlinearity conditions in the analysis phase. Frontiers of Structural and Civil Engineering, 18(8), pp.1209-1224.
• Ilchi Ghazaan, M., Ghaderi, P. and Rezaeizadeh, A., 2023. A fast convergence EO-based multi-objective optimization algorithm using archive evolution path and its application to engineering design problems. The Journal of Supercomputing, 79(16), pp.18849-18885.
• Ilchi Ghazaan, M. , and Saadatmand, F., 2022. Decoupled reliability-based design optimization with a double-step modifiedadaptive chaos control approach . Structural and Multidisciplinary Optimization, 65(10), pp.1-20.

• Adel, H., Palizban, S.M.M., Sharifi, S.S., Ilchi Ghazaan, M., and Habibnejad Korayem A., 2022. Predicting mechanical properties of carbon nanotube-reinforced cementitious nanocomposites using interpretable ensemble learning models . Construction and Building Materials.

• Ilchi Ghazaan, M. , and Saadatmand, F., 2022. A new performance measure approach with an adaptive step length selection method hybridized with decoupled reliability-based design optimization . Structures, 44, pp. 977-987.

• Kaveh, A., Ilchi Ghazaan, M., and Saadatmand, F., 2022. Colliding bodies optimization with Morlet wavelet mutation and quadratic interpolation for global optimization problems . Engineering with Computers, 38(3), pp.2743-2767.

• Kaveh, A., Ilchi Ghazaan, M., and Asadi, A., 2020. An Improved Water Strider Algorithm for Optimal Design of Skeletal Structures . Periodica Polytechnica Civil Engineering, 64(4), pp. 1284-1305.

• Kaveh, A. and Ilchi Ghazaan, M., 2020. A new VPS-based algorithm for multi-objective optimization problems . Engineering with Computers, 36(3), pp. 1029-1040.

• Kaveh, A., Ilchi Ghazaan, M., and Mahjoubi, S., 2018. Comparison of four meta-heuristic algorithms for optimal design of double-layer barrel vaults . International Journal of Space Structures, 33(3-4), pp. 115-123.

• Kaveh, A. and Ilchi Ghazaan, M., 2018. Optimum seismic design of 3D irregular steel frames using recently developed metaheuristic algorithms . ASCE, Journal of Computing in Civil Engineering, 32(3): 04018015.

• Kaveh, A. and Ilchi Ghazaan, M., 2018. A new hybrid meta-heuristic algorithm for optimal design of large-scale dome structures . Engineering Optimization, 50(2), pp. 235-252.

• Kaveh, A. and Ilchi Ghazaan, M., 2017. A new meta-heuristic algorithm: vibrating particles system . Scientia Iranica, 24(2), pp. 551-566.

• Kaveh, A. and Ilchi Ghazaan, M., 2017. Optimum design of skeletal structures using PSO-based algorithms . Periodica Polytechnica Civil Engineering, 61(2), pp. 184-195.

• Kaveh, A. and Ilchi Ghazaan, M., 2017. Vibrating particles system algorithm for truss optimization with multiple natural frequency constraints . Acta Mechanica, 228(1), pp. 307–322.

• Kaveh, A. and Ilchi Ghazaan, M., 2016. Optimum design of large-scale truss towers using cascade optimization . Acta Mechanica, 227(9), pp. 2645–2656.

• Kaveh, A. and Ilchi Ghazaan, M., 2016. Optimal design of dome truss structures with dynamic frequency constraints . Structural and Multidisciplinary Optimization, 53(3), pp. 605-621.

• Kaveh, A. and Ilchi Ghazaan, M., 2016. Enhanced whale optimization algorithm for sizing optimization of skeletal structures . Mechanics Based Design of Structures and Machines, 45(3), pp. 345-362.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. Layout and size optimization of trusses with natural frequency constraints using improved ray optimization algorithm . Iranian Journal of Science and Technology Transactions of Civil Engineering, 39, pp. 395-408.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. A comparative study of CBO and ECBO for optimal design of skeletal structures . Computers & Structures, 153, pp. 137-147.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. Hybridized optimization algorithms for design of trusses with multiple natural frequency constraints . Advances in Engineering Software, 79, pp. 137-147.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. Enhanced colliding bodies algorithm for truss optimization with frequency constraints . ASCE, Journal of Computing in Civil Engineering, 29(6), 04014104.

• Kaveh, A. and Ilchi Ghazaan, M., 2014. Enhanced colliding bodies optimization for design problems with continuous and discrete variables . Advances in Engineering Software, 77, pp. 66-75.

• Kaveh, A., Ilchi Ghazaan, M., and Bakhshpoori, T., 2013. An improved ray optimization algorithm for design of truss structures . Periodica Polytechnica Civil Engineering, 57(2), pp. 97-112.

مقالات ISC
 

• Ilchi Ghazaan, M. and Sharifi, M., 2025. A two-phase metamodel-driven approach for topology and size optimization of truss structures. Int. J. Optim. Civil Eng, 15(2), pp.181-201.

• Kaveh, A. and Ilchi Ghazaan, M., 2017. MATLAB codes for vibrating particles system algorithm . International Journal of Optimization in Civil Engineering, 7(3), pp. 355-366.

• Kaveh, A. and Ilchi Ghazaan, M., 2016. A hybrid ECBO and UBS algorithm for optimum design of skeletal structures . Asian Journal of Civil Engineering, 17(7), pp. 917-936.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. Structural reliability assessment utilizing four metaheuristic algorithms . International Journal of Optimization in Civil Engineering, 5(2), pp. 205-225.

• Kaveh, A. and Ilchi Ghazaan, M., 2015. Metaheuristic algorithms for minimum crossing number problem . International Journal of Optimization in Civil Engineering, 5(1), pp. 67-77.

• Kaveh, A. and Ilchi Ghazaan, M., 2014. Computer codes for colliding bodies optimization and its enhanced version . International Journal of Optimization in Civil Engineering, 4(3), pp. 321-339.