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1. VAE-generative-temperature-signal-for-CFRP-plate VAE-generative-temperature-signal-for-CFRP-plate Public template

   State of the art f-VAE a force variational autoencoder that force a linear latent space representation applied to a Lamb Wave case study. The model can generate Lamb Wave signal with a user given t…

   Python 3

2. Beam-topopology-optimization-DL Beam-topopology-optimization-DL Public

   Foundation deep learning generative algorithm with Variational Autoencoder to perform generation of topology optimized structures within a given frame. Final Aim: Choose your parameters (weight, mo…

   Python 1

3. Flow-Field-Reconstruction Flow-Field-Reconstruction Public

   Reconstructs the 3D velocity field along the rotor plane of a wind turbine using sensor data from the blades. Combines Transformers and PINNs for physics-aware, flow inverse reconstruction.

   Python 8

4. OpenRadioss OpenRadioss Public

   Forked from OpenRadioss/OpenRadioss

   OpenRadioss is a powerful, industry-proven finite element solver for dynamic event analysis

   Fortran

5. Seismic-Angle-Recognition Seismic-Angle-Recognition Public

   Deep learning-based approach for predicting seismic signal arrival angles using a VAE for feature extraction and a neural network trained with triplet & contrastive loss. Achieves robust prediction…

   Fortran 1

6. UAV-model-identification UAV-model-identification Public

   Grey box optimization of a UAV drone system with Matlab and Simulink & Robustness Monte-Carlo analysis on signal excitation

   MATLAB