3 papers
physics.flu-dyn2026
Adjoint-based shape optimization of a ship hull using a Conditional Variational Autoencoder (CVAE) assisted propulsion surrogate model
Moloud Arian Maram, Georgios Bletsos, Thanh Tung Nguyen +3
Adjoint-based shape optimization of ship hulls is a powerful tool for addressing high-dimensional design problems in naval architecture, particularly in minimizing the ship resista…
physics.ao-ph2025
Reconstructing Pre-Satellite Tropical Cyclogenesis Climatology Using Deep Learning
Chanh Kieu, Thanh T. N. Nguyen, Duc-Trong Le +7
A reliable tropical cyclone (TC) climatology is the key to assessing historical and future changes in TC activities. While global TC records have been systematically maintained sin…
physics.ao-ph2025
Deep Learning Reconstruction of Tropical Cyclogenesis in the Western North Pacific from Climate Reanalysis Dataset
Duc-Trong Le, Tran-Binh Dang, Anh-Duc Hoang Gia +8
This study presents a deep learning (DL) architecture based on residual convolutional neural networks (ResNet) to reconstruct the climatology of tropical cyclogenesis (TCG) in the…