What is he best known for?
The fields of study he is best known for:
- Composite material
- Structural engineering
- Statistics
His primary areas of investigation include Structural engineering, Vibration, Modal, Modal analysis and Finite element method.
Bending stiffness, Stiffness, Moving load and Bridge are among the areas of Structural engineering where G. De Roeck concentrates his study.
His Vibration research incorporates elements of Noise, Structural system, Structural health monitoring and Artificial intelligence.
The study of Modal is intertwined with the study of System identification in a number of ways.
G. De Roeck works mostly in the field of Modal analysis, limiting it down to topics relating to Dynamic testing and, in certain cases, Numerical analysis, Prestressed concrete, Curvature, Point and Computation.
His research in Finite element method intersects with topics in Algorithm, Generalization and System of linear equations.
His most cited work include:
- Damage detection in bridges using modal curvatures: application to a real damage scenario (382 citations)
- Vibration based Structural Health Monitoring using output-only measurements under changing environment (356 citations)
- Structural damage identification of the highway bridge Z24 by FE model updating (211 citations)
What are the main themes of his work throughout his whole career to date?
His primary areas of study are Structural engineering, Finite element method, Vibration, Modal and Modal analysis.
His Structural engineering study which covers System identification that intersects with Reinforced concrete and Control theory.
His Finite element method study also includes fields such as
- Mathematical analysis which is related to area like Wave propagation,
- Numerical analysis that connect with fields like Fissure.
G. De Roeck has researched Vibration in several fields, including Structural system, Computer simulation, Structural health monitoring and Sensitivity.
His work deals with themes such as Normal mode, Operational Modal Analysis, Dynamic testing and Algorithm, which intersect with Modal.
His Modal analysis research is multidisciplinary, relying on both Beam, Curvature and Boundary value problem.
He most often published in these fields:
- Structural engineering (49.65%)
- Finite element method (26.24%)
- Vibration (21.28%)
What were the highlights of his more recent work (between 2015-2021)?
- Structural engineering (49.65%)
- Control theory (9.22%)
- Evolutionary algorithm (4.96%)
In recent papers he was focusing on the following fields of study:
G. De Roeck spends much of his time researching Structural engineering, Control theory, Evolutionary algorithm, Cuckoo search and Genetic algorithm.
His Structural engineering research is multidisciplinary, incorporating elements of Vibration, Modal and Seismic noise.
His Vibration study incorporates themes from Bridge and Equidistant.
His Modal research is multidisciplinary, incorporating perspectives in Bending, Fiber Bragg grating, Structural health monitoring and Sensitivity.
His study in Control theory is interdisciplinary in nature, drawing from both Joint, Sensor fusion and System identification.
His studies deal with areas such as Turbine and Finite element method as well as System model.
Between 2015 and 2021, his most popular works were:
- Joint input-state estimation in structural dynamics (61 citations)
- An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm (43 citations)
- Model Updating for Nam O Bridge Using Particle Swarm Optimization Algorithm and Genetic Algorithm. (41 citations)
In his most recent research, the most cited papers focused on:
- Composite material
- Statistics
- Structural engineering
G. De Roeck mostly deals with Structure, Evolutionary algorithm, Joint, Observational error and Uncertainty quantification.
The Evolutionary algorithm study combines topics in areas such as Gradient descent, Artificial neural network, Optimization problem and Robustness.
G. De Roeck has included themes like Algorithm and Genetic algorithm in his Robustness study.
His work carried out in the field of Genetic algorithm brings together such families of science as Vibration, Bridge, Truss and Structural health monitoring.
In his research, Finite element method is intimately related to Harmonic, which falls under the overarching field of Joint.
His Reduction study frequently draws parallels with other fields, such as Structural engineering.
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