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SURROGATE MODELLING IN STRUCTURAL MECHANICS SPECIAL SESSION ORGANISED BY: DR S. FREITAG, PROFESSOR W. GRAF, PROFESSOR G. MESCHKE AND PROFESSOR R.L. MUHANNA
1	Best Use of Metamodels for Data Derived from Civil Engineering Applications M. Steiner, R. Khosravian and T. Lahmer
2	Hybrid RNN-GPOD Surrogate Model for Simulation and Monitoring Supported TBM Steering S. Freitag, B.T. Cao, J. Ninic and G. Meschke
3	Performance of Simplified Interval Models for Simulation and Control of Solid Oxide Fuel Cells E. Auer, L. Senkel, S. Kiel and A. Rauh
4	Surrogate Models for Numerical Structural Design with Polymorphic Uncertain Parameters W. Graf, M. Götz and M. Kaliske
5	Updating of Meta-Models in Hyperspherical Domains beyond the Original Bounds E. Myšáková and M. Lepš
6	Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design D. Lehký, O. Slowik and D. Novák
7	Reverse Engineering of a Wind Turbine Blade Surface using Differential Evolution G.A. Strofylas and I.K. Nikolos
8	Multi-Objective Reliability-Based Design Optimization utilizing an Adaptively Updated Surrogate Model A. Pospíšilová and M. Lepš
9	Polynomial Chaos Construction for Structural Reliability Analysis E. Janouchová, A. Kucerová and J. Sýkora
10	Application of Fuzzy Logic in Reinforced Concrete Structures H. Naderpour and S.A. Alavi
INFRASTRUCTURE ENGINEERING AND MANAGEMENT SPECIAL SESSION ORGANISED BY: DR T. ZAYED
11	Time-Cost Optimization of Construction Projects: A Genetic Algorithm-Based Approach J. Magalhães-Mendes
12	Topology, Shape and Sizing Optimization of Under-Deck Stayed Bridges R. Belevicius, A. Juozapaitis, D. Rusakevicius and D. Šešok
13	Automated Recognition of Surface Defects in Subway Systems T. Dawood, Z. Zhu and T. Zayed
14	An Analytic Network Process Condition Assessment Model for Sewer Pipelines A. Hawari, F. Alkadour and T. Zayed
15	Life-Cycle Cost Optimization of Degraded Reinforced Concrete Bridges subject to Reliability Constraints L. Saad, A. Chateauneuf, W. Raphael and R. Faddoul
16	Analysing Build-Operate-Transfer Models in Utility Projects N. Shahrara, T. Çelik and A.H. Gandomi
17	A Novel Knowledge-Based Engineering Approach for Infrastructure Design D. Singer and A. Borrmann
QUANTITATIVE RISK AND RELIABILITY ASSESSMENT IN CIVIL AND ENVIRONMENTAL ENGINEERING SPECIAL SESSION ORGANISED BY: PROFESSOR D.C. CHARMPIS AND PROFESSOR L. DIMITRIOU
18	Reinforced Concrete Frame Optimization using an Adaptive Particle Swarm Algorithm V.A. Lapadula-Sequera and J.-D. Villalba
19	Dynamic Optimization of Structures subject to Earthquakes A. Lavaei and A. Lohrasbi
20	Prediction of Concrete Dam Deformation using Artificial Neural Networks S. Radovanovic, V. Milivojevic, V. Cirovic, D. Divac and N. Milivojevic
21	Development of a Border Detection Tool in the QGIS Environment for Risk Mitigation F. Casciati, S. Casciati, L. Faravelli and M. Vece
22	Vulnerability Analysis of Road Networks using Nodal Entropy Metrics and Simulation of Threats S.E. Christodoulou and L. Dimitriou
COMPUTING METHODS FOR UNCERTAINTY QUANTIFICATION IN ENGINEERING SIMULATIONS SPECIAL SESSION ORGANISED BY: ASSISTANT PROFESSOR E.N. CHATZI, PROFESSOR C. PAPADIMITRIOU AND PROFESSOR A.A. TAFLANIDIS
23	Uncertainty Propagation and Global Sensitivity Analysis in Hybrid Simulation using Polynomial Chaos Expansion G. Abbiati, S. Marelli, O.S. Bursi, B. Sudret and B. Stojadinovic
24	Estimation of Data-Driven Polynomial Chaos using Hybrid Evolution Strategies M.D. Spiridonakos, V.K. Dertimanis and E.N. Chatzi
25	Optimal Design of Floor Isolation Systems subject to Multiple Reliability Criteria utilizing Kriging Surrogate Modeling I. Gidaris and A.A. Taflanidis
26	Comparison of Methodical Approaches to Describe and Evaluate Uncertainty in the Load-Bearing Capacity of a Truss Structure C.M. Melzer, R. Platz and T. Melz
27	A Computationally Efficient Bayesian Framework for Structural Health Monitoring using Physics-Based Models C. Papadimitriou, C. Argyris and P. Panetsos
SOFT COMPUTING IN PAVEMENT ENGINEERING SPECIAL SESSION ORGANISED BY: DR C. PLATI AND PROFESSOR M. LOSA
28	Modeling the Present Serviceability Ratio of Flexible Highway Pavements using a Wavelet-Neuro Approach S. Terzi, M. Saltan and Ö. Terzi
29	A Genetic Algorithm for Optimising Sustainability Performance of Road Pavements A.P. Chassiakos, M.I. Sotiropoulou, N. Moschonas and P. Iliakopoulos
30	Stability Prediction of Asphaltic Concrete Mixes using Multiple Additive Regression Trees M.A. Saif and M.S. Al-Bisy
31	Budget Constrained Pavement Maintenance Scheduling using a Parallel Genetic Algorithm G. Cancian, G. Chai and W. Pullan
32	Pavement Roughness Progression Modeling using Artificial Neural Networks and Multivariate Adaptive Regression Splines P. Georgiou, C. Plati and A. Loizos
COMPUTATIONAL TECHNOLOGIES FOR MONITORING AND EVALUATION OF STRUCTURES SPECIAL SESSION ORGANISED BY: PROFESSOR F.N. CATBAS
33	An Artificial Neural Network for Locating Possible Damaged Zones in Beam Structures J.D. Villalba and J.E. Laier
34	A Neural Network Approach to Load Identification on a Wing Rib S.B. Cooper and D. Di Maio
35	Multi-Objective Reconstruction of Random Media using GPU Computing A. Pospíšilová, J. Havelka and M. Lepš
36	Inverse Problems using an Evolutionary Algorithm applied to the Identification of Railway Track Properties based on Measured and Computed Train-Track Behavior P.A. Ferreira and R. Maciel
COMPUTATIONAL INTELLIGENCE IN ENVIRONMENTAL ENGINEERING APPLICATIONS SPECIAL SESSION ORGANISED BY: DR E. SCAVINO AND PROFESSOR H.B. BASRI
37	Using Artificial Neural Networks to Predict Chloride Penetration of Sustainable Self-Consolidating Concrete O.A. Mohamed, M. Ati and W. Al Hawat
38	Using Artificial Neural Networks to Predict the Compressive Strength of Sustainable Self-Consolidating Concrete O.A. Mohamed, M. Ati and O.F. Najm
39	Estimation of Regular Wave Run-Up on Slopes of Perforated Coastal Structures Constructed on Sloping Beaches M.S. Elbisy
40	Hybrid Multicriteria Solutions for Optimum Reservoir Management S.M.B. Afonso, L.C. de Oliveira, J. Wellano and B. Horowitz
CONTROL ALGORITHMS FOR SMART STRUCTURES SPECIAL SESSION ORGANISED BY: PROFESSOR R.M.M. CARNEIRO DE BARROS AND M.B. CESAR
41	Design and Testing of Fuzzy Controllers on Smart Structures in the Presence of Delamination G.K. Tairidis, G.A. Foutsitzi, P. Koutsianitis, G. Drosopoulos and G.E. Stavroulakis
42	Semi-Active Control Algorithms for Magneto-Rheological Dampers M.T. Braz-Cesar, R. Rio and R.C. Barros
43	Neuro-Fuzzy Modelling of Magneto-Rheological Dampers M.T. Braz-Cesar, K. Oliveira and R.C. Barros
SOFT COMPUTING APPROACHES TO RISK MANAGEMENT AND SAFETY PROBLEMS SPECIAL SESSION ORGANISED BY: PROFESSOR H. FURUTA, PROFESSOR M. HIROKANE AND DR Y. NOMURA
44	Application of Grammatical Evolution to the Santa Fe Ant Trail Problem E. Kita, S. Maruta and H. Sugiura
45	Structural Damage Quantification Based on Image Correlation and PSO Y. Nomura, T. Kusaka and H. Furuta
46	Soft Computing Applied to Defect Detection in Composite Materials P. Nazarko and L. Ziemianski

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