Igor Kavrakov

According to our database, Igor Kavrakov authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2025

Efficient dynamic modal load reconstruction using physics-informed Gaussian processes based on frequency-sparse Fourier basis functions.

Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal

CoRR, March, 2025

2024

Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory.

Igor Kavrakov, Gledson Rodrigo Tondo, Guido Morgenthal

CoRR, 2024

2023

Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes.

Gledson Rodrigo Tondo, Sebastian Rau, Igor Kavrakov, Guido Morgenthal

CoRR, 2023

A physics-informed machine learning model for reconstruction of dynamic loads.

Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal

CoRR, 2023

Physics-informed Gaussian process model for Euler-Bernoulli beam elements.

Gledson Rodrigo Tondo, Sebastian Rau, Igor Kavrakov, Guido Morgenthal

CoRR, 2023

2021

Data-driven Aerodynamic Analysis of Structures using Gaussian Processes.

Igor Kavrakov, Allan McRobie, Guido Morgenthal

CoRR, 2021