◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Justin A. Sirignano

19 papers hereh-index 163.9k citations31 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author11
  • middle author4
  • last author3

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • math.PR7
  • math.OC1
  • q-fin.MF1
  • q-fin.RM1
  • q-fin.ST1
same name
  • Justin A. Sirignano — 10 papers, h 4
  • Justin A. Sirignano — 9 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedDGM: A deep learning algorithm for solving partial differential equations

2.3k citations · 2.3k across the 9 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2021

Online Adjoint Methods for Optimization of PDEs

Justin Sirignano, Konstantinos Spiliopoulos

We present and mathematically analyze an online adjoint algorithm for the optimization of partial differential equations (PDEs). Traditional adjoint algorithms would typically solv…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.