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Buffeting Analysis of Structures using Gaussian Processes with Semi-analytical Priors
A hybrid Gaussian-process model augments semi-analytical aerodynamic priors for nonlinear buffeting analysis.
Igor Kavrakov
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Buffeting Analysis of Structures using Gaussian Processes with Semi-analytical Priors
Aerodynamic Force Reconstruction Using Physics-Informed Gaussian Processes
Physics-informed Gaussian processes reconstruct aerodynamic loads from noisy structural-response measurements.
Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal
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Aerodynamic Force Reconstruction Using Physics-Informed Gaussian Processes
A physics-informed machine learning model for reconstruction of dynamic loads
A physics-informed machine learning model for reconstruction of dynamic loads.
Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal
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A physics-informed machine learning model for reconstruction of dynamic loads
New Challenges in the IABSE TG3.1 Benchmark on Super Long Span Bridge Aerodynamics
The IABSE TG3.1 benchmark is extended to the response of a full-scale bridge under nonsynoptic wind conditions.
Giorgio Diana, and 18 others, including Igor Kavrakov
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New Challenges in the IABSE TG3.1 Benchmark on Super Long Span Bridge Aerodynamics
Physics-informed Gaussian process model for Euler-Bernoulli beam elements
Phyisics-informed machine learning model for damage identification for a Euler-Bernoulli beam.
Gledson Rodrigo Tondo, Sebastian Rau, Igor Kavrakov, Guido Morgenthal
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Physics-informed Gaussian process model for Euler-Bernoulli beam elements
Super-long span bridge aerodynamics benchmark: additional results for TG3.1 Step 1.2
IABSE Task Group: Bridge Aerodynamics Verification - Part 2, full bridge model.
Giorgio Diana, and 17 others, including Igor Kavrakov
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Super-long span bridge aerodynamics benchmark: additional results for TG3.1 Step 1.2
Advancements in vortex particle methods for aeroelastic analysis of line-like structures
An overview of recent advances of vortex particle methods for fluid-structure interaction
Guido Morgenthal, Igor Kavrakov, Samir Chawdhury
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Advancements in vortex particle methods for aeroelastic analysis of line-like structures
A CFD study on the influence of free-stream deterministic gusts on the critical flutter velocity of streamlined bridge decks
A CFD study on the influence of vertical sinusoidal gusts on the flutter limit.
Igor Kavrakov, Samuel Tesfaye, Guido Morgenthal
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A CFD study on the influence of free-stream deterministic gusts on the critical flutter velocity of streamlined bridge decks
Super-long span bridge aerodynamics: On-going results of the TG3.1 benchmark test – Step 1.2
IABSE Task Group: Bridge Aerodynamics Verification - Part 2, full bridge model.
Giorgio Diana, and 14 others, including Igor Kavrakov
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Super-long span bridge aerodynamics: On-going results of the TG3.1 benchmark test – Step 1.2
Quantification of the influence of aerodynamic model assumptions for dynamic analyses of bridges
We present comparison metrics for time-histories
Igor Kavrakov, Ahsan Kareem, Guido Morgenthal
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Quantification of the influence of aerodynamic model assumptions for dynamic analyses of bridges