Concepedia
Statistics
Publications
5
Citations
495
H-Index
Active since
2018
Affiliations
University of Oxford(Current)
University of Illinois Urbana-Champaign
University of Notre Dame
Justin Sirignano is an author at University of Oxford specializing in deep learning, fluid dynamics, and machine learning.
Publications per year
2018–2023
Universal features of price formation in financial markets: perspectives from deep learning
Justin Sirignano, Rama Cont · Quantitative Finance · 2019 · 248 citations
Computing, Economics, Finance +17
DPM: A deep learning PDE augmentation method with application to large-eddy simulation
Justin Sirignano, Jonathan F. MacArt, Jonathan B. Freund · Journal of Computational Physics · 2020 · 142 citations · Full text
Natural Sciences, Computational Engineering, Physics +9
Universal Features of Price Formation in Financial Markets: Perspectives From Deep Learning
Justin Sirignano, Rama Cont · SSRN Electronic Journal · 2018 · 42 citations · Full text
Deep learning closure models for large-eddy simulation of flows around bluff bodies
Justin Sirignano, Jonathan F. MacArt · Journal of Fluid Mechanics · 2023 · 39 citations · Full text
Engineering, Aerospace Engineering, Computational Engineering +17
Deep Learning Closure of the Navier–Stokes Equations for Transition-Continuum Flows
Ashish Nair, Justin Sirignano, Marco Panesi et al. · AIAA Journal · 2023 · 24 citations
Natural Sciences, Mechanical Engineering, Physics +15
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