Overview

Application of deep learning and machine learning technique to various engineering problems.

Deal with datasets that are too large or complex to be dealt with by traditional data-processing methods.

Essential research fields to respond to the Fourth Industrial Revolution.

Methodologies and Achievements

Time series forecasting of a system by Recurrent neural network.

Regression analysis by Artificial neural network.

Decision making by data analysis and visualization

Design optimization.

Further studies

Drawing automation using image processing technique.

Probabilistic forecasting based on Bayesian inference.