Learning the solution operator of parametric partial differential equations with physics-informed DeepONets
Author(s) -
Sifan Wang,
Hanwen Wang,
Paris Perdikaris
Publication year - 2021
Publication title -
science advances
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.928
H-Index - 146
ISSN - 2375-2548
DOI - 10.1126/sciadv.abi8605
Subject(s) - partial differential equation , operator (biology) , computer science , parametric statistics , nonlinear system , boundary value problem , partial derivative , mathematics , mathematical optimization , physics , mathematical analysis , biochemistry , statistics , repressor , transcription factor , gene , chemistry , quantum mechanics
Description
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom