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Ivan Voutchkov
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Journal Articles

Generative deep learning on images of thermo-mechanical simulation results

Accepted Manuscript
Adele Nasti, Ivan Voutchkov, Andy J. Keane
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power.
Paper No: GTP-25-1016
https://doi.org/10.1115/1.4068119
Published Online: March 7, 2025
View Articletitled, Generative deep learning on images of thermo-mechanical simulation results
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Topics: Deep learning, Simulation results, Thermomechanics, Design, Aircraft engines, Optimization, Decision making, Digital twin, Encryption, Engineering simulation
Proceedings Papers

Generative Deep Learning on Images of Thermo-Mechanical Simulation Results

Adele Nasti, Ivan Voutchkov, Andy Keane
Proc. ASME. GT2024, Volume 10A: Structures and Dynamics — Aerodynamics Excitation and Damping; Bearing and Seal Dynamics; Emerging Methods in Engineering Design, Analysis, and Additive Manufacturing, V10AT23A008, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-126867
https://doi.org/10.1115/GT2024-126867
View Paper titled, Generative Deep Learning on Images of Thermo-Mechanical Simulation Results
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Topics: Deep learning, Design, Digital twin, Optimization, Simulation results, Thermomechanics