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Igor Kavrakov

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2024
[i5]
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  - journals/corr/abs-2405-12802
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Igor Kavrakov, Gledson Rodrigo Tondo, Guido Morgenthal:
Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory. CoRR abs/2405.12802 (2024)
2023
[i4]
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  - journals/corr/abs-2308-02894
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Gledson Rodrigo Tondo, Sebastian Rau, Igor Kavrakov, Guido Morgenthal:
Physics-informed Gaussian process model for Euler-Bernoulli beam elements. CoRR abs/2308.02894 (2023)
[i3]
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  - journals/corr/abs-2308-08571
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Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal:
A physics-informed machine learning model for reconstruction of dynamic loads. CoRR abs/2308.08571 (2023)
[i2]
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  - journals/corr/abs-2309-11875
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Gledson Rodrigo Tondo, Sebastian Rau, Igor Kavrakov, Guido Morgenthal:
Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes. CoRR abs/2309.11875 (2023)
2021
[i1]
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  - journals/corr/abs-2103-13877
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Igor Kavrakov, Allan McRobie, Guido Morgenthal:
Data-driven Aerodynamic Analysis of Structures using Gaussian Processes. CoRR abs/2103.13877 (2021)

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