"Physics-informed machine learning meets Engineering" is a bi-monthly (online) seminar series discussing applications of Physics-enhanced Machine Learning methods in Engineering practice. Physics-informed machine learning methods aim to integrate known physical understanding of a phenomenon, into ML-learning frameworks to overcome caveats encountered in traditional machine learning.