# Justin A. Sirignano

According to our database

Collaborative distances:

^{1}, Justin A. Sirignano authored at least 8 papers between 2012 and 2020.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

SIAM J. Appl. Math., 2020

DPM: A deep learning PDE augmentation method with application to large-eddy simulation.

J. Comput. Phys., 2020

2019

Manag. Sci., 2019

CoRR, 2019

Scaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global Minimum.

CoRR, 2019

2017

SIAM J. Financial Math., 2017

2016

Oper. Res., 2016

2012

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