Justin A. Sirignano
According to our database1, Justin A. Sirignano authored at least 8 papers between 2012 and 2020.
Legend:Book In proceedings Article PhD thesis Other
SIAM J. Appl. Math., 2020
DPM: A deep learning PDE augmentation method with application to large-eddy simulation.
J. Comput. Phys., 2020
Scaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global Minimum.
A Forward-backward Algorithm for Stochastic Control Problems - Using the Stochastic Maximum Principle as an Alternative to Dynamic Programming.
Proceedings of the ICORES 2012, 2012