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 RNNGPOD 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

5 
Updating of MetaModels in Hyperspherical Domains beyond the Original Bounds

6 
DoubleLoop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliabilitybased Design

7 
Reverse Engineering of a Wind Turbine Blade Surface using Differential Evolution
G.A. Strofylas and I.K. Nikolos 
8 
MultiObjective ReliabilityBased Design Optimization utilizing an Adaptively Updated Surrogate Model

9 
Polynomial Chaos Construction for Structural Reliability Analysis

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 
TimeCost Optimization of Construction Projects: A Genetic AlgorithmBased Approach

12 
Topology, Shape and Sizing Optimization of UnderDeck Stayed Bridges

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 
LifeCycle Cost Optimization of Degraded Reinforced Concrete Bridges subject to Reliability Constraints
L. Saad, A. Chateauneuf, W. Raphael and R. Faddoul 
16 
Analysing BuildOperateTransfer Models in Utility Projects

17 
A Novel KnowledgeBased 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. LapadulaSequera 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 DataDriven 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 LoadBearing Capacity of a Truss Structure
C.M. Melzer, R. Platz and T. Melz 
27 
A Computationally Efficient Bayesian Framework for Structural Health Monitoring using PhysicsBased 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 WaveletNeuro Approach

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. AlBisy 
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 
MultiObjective Reconstruction of Random Media using GPU Computing

36 
Inverse Problems using an Evolutionary Algorithm applied to the Identification of Railway Track Properties based on Measured and Computed TrainTrack 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 SelfConsolidating Concrete
O.A. Mohamed, M. Ati and W. Al Hawat 
38 
Using Artificial Neural Networks to Predict the Compressive Strength of Sustainable SelfConsolidating Concrete
O.A. Mohamed, M. Ati and O.F. Najm 
39 
Estimation of Regular Wave RunUp 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 
SemiActive Control Algorithms for MagnetoRheological Dampers
M.T. BrazCesar, R. Rio and R.C. Barros 
43 
NeuroFuzzy Modelling of MagnetoRheological Dampers
M.T. BrazCesar, 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 