Kjetil O. Lye

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 6

Top Topics

Machine Learning

Computational Fluid Dynamics

Intracranial Aneurysms

Top Venues

SIAM J. Numer. Anal.

J. Comput. Phys.

Publications

Kjetil O. Lye, Siddhartha Mishra, Deep Ray
Deep learning observables in computational fluid dynamics. J. Comput. Phys. 410 (2020)
Kjetil O. Lye, Siddhartha Mishra, Deep Ray, Praveen Chandrasekhar
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks. CoRR (2020)
Kjetil O. Lye, Siddhartha Mishra, Deep Ray
Deep learning observables in computational fluid dynamics. CoRR (2019)
Ulrik Skre Fjordholm, Kjetil O. Lye, Siddhartha Mishra, Franziska Weber
Statistical solutions of hyperbolic systems of conservation laws: numerical approximation. CoRR (2019)
Kjetil O. Lye, Siddhartha Mishra, Roberto Molinaro
A Multi-level procedure for enhancing accuracy of machine learning algorithms. CoRR (2019)
Ulrik S. Fjordholm, Kjetil O. Lye, Siddhartha Mishra
Numerical Approximation of Statistical Solutions of Scalar Conservation Laws. SIAM J. Numer. Anal. 56 (5) (2018)