The Bearable Lightness of Big Data: Towards Massive Public Datasets in Scientific Machine Learning

Wai Tong Chung, Ki Sung Jung, Jacqueline H. Chen +1

In general, large datasets enable deep learning models to perform with good accuracy and generalizability. However, massive high-fidelity simulation datasets (from molecular chemis…