Scholar

Justin Sirignano

Google Scholar ID: k6C3VjYAAAAJ

University of Oxford

mathematical financefinancemachine learning

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

4,990

H-index

20

i10-index

25

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

7 items

Deep Learning-based Algebraic Reynolds Stress Closures for RANS Simulations of Turbulent Flows

2026

Cited

0

Convergence Analysis of Newton's Method for Neural Networks in the Overparameterized Limit

2026

Cited

0

Deep Hilbert--Galerkin Methods for Infinite-Dimensional PDEs and Optimal Control

2026

Cited

0

Physics-Based Machine Learning Closures and Wall Models for Hypersonic Transition-Continuum Boundary Layer Predictions

2025

Cited

0

Neural Actor-Critic Methods for Hamilton-Jacobi-Bellman PDEs: Asymptotic Analysis and Numerical Studies

2025

Cited

0

OGF: An Online Gradient Flow Method for Optimizing the Statistical Steady-State Time Averages of Unsteady Turbulent Flows

2025

Cited

0

Global Convergence of Adjoint-Optimized Neural PDEs

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)