Improved Neural Network Training: Layer-Parallelism Least-squares and Initialization Cyr, Eric C.; Gulian, Mamikon; Patel, Ravi; Perego, Mauro; Trask, Nathaniel A.; Ridzal, Denis; Guenther, Stefanie; Ruthotto, Lars; Schroder, Jacob B.; Gauger, Nico R. Abstract not provided. More Details TYPE Conference Poster YEAR 2019 OSTI
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint Cyr, Eric C.; Gulian, Mamikon; Patel, Ravi; Perego, Mauro; Trask, Nathaniel A. Abstract not provided. More Details TYPE Conference Poster YEAR 2019 OSTI
Machine Learning of Space-Fractional Differential Equations Gulian, Mamikon; Raissi, Maziar; Bays, Nathan R.; Karniadakis, George Abstract not provided. More Details TYPE Conference Poster YEAR 2019 DOIOSTI