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DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
Microstructure reconstruction is an important and emerging field of research and an essential foundation to improving inverse computational materials engineering (ICME).
Fatigue monitoring and maneuver identification for vehicle fleets using the scattering transform
Extensive monitoring comes at a prohibitive cost, limiting Predictive Maintenance strategies for vehicle fleets.
Assessment of hybrid machine learning models for non-linear system identification of fatigue test rigs
The prediction of system responses for a given fatigue test bench drive signal is a challenging task, for which linear frequency response function models are commonly used.
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