Year 2019 Bachelor Thesis
Neural Networks for Airfoil Estimation and Their Web Interface
I developed Neural Networks for airfoil estimation, and the NN performed 1000x faster than conventional analysis. In addition, I developed web interface of the NN for airplane novices.
Translating Illustration into Line Drawings by Supervised Learning
I worked on the experiment that the model would be able to generate line image of characters from its illustration automatically using deep learning. Adding to typical loss function, I used 'perceptual loss' to raise accuracy of the model.