[1] M. Raissi, P. Perdikaris, and G. E. Karniadakis. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving ...

Abstract: In this technical note, two iterative algorithms are developed for solving the coupled Lyapunov matrix equations associated with discrete-time Markovian jump linear systems. Some convergence ...

test_loss_time.py shows the test error-computational time dependency for a specific structure of neural network train_error_val_error_time.py displays the train error/validation error/computational ...

Liberal Arts at Queen's is a unique, exciting and challenging programme that allows students to immerse themselves in subjects that are vital to understanding our twenty-first- century world. Through ...