It has been a year since I jumped into the AI and machine learning hype train by studying related materials online during my spare time. I am grateful that I can now apply some of the knowledge into my current…
Category: Machine Learning
Predicting Solar Cell Efficiency with Machine Learning – Part 2 -Regularization
In part 1, ANN and linear regression models were built with Tensorflow and Keras to predict the efficiency of crystalline Si solar cells when the thickness of front silicon nitride anti-reflection layer changes. As also discussed in part 1, the…
Predicting Solar Cell Efficiency with Machine Learning – Part 1
Machine learning (ML) has been the hot buzzwords for many applications, from speech recognition, search engines optimization to self-driving vehicles. After completing several online ML courses, particularly Andrew Ng’s Machine Learning and Deep Learning specializations, I wonder if I could…