Solving the electrostatic Laplace's equation with a parameterizable physics informed neural network

Eniz Museljic; Alice Reinbacher-Köstinger; Manfred Kaltenbacher

Solving the electrostatic Laplace's equation with a parameterizable physics informed neural network

Eniz Museljic, Alice Reinbacher-Köstinger, Manfred Kaltenbacher

Institute of Fundamentals and Theory in Electrical Engineering (4370)

Research output: Contribution to conference › Abstract › peer-review

Original language	English
Publication status	Published - Nov 2022
Event	Conference on Electromagnetic Field Computation 2022: The 20th Biennial Conference on Electromagnetic Field Computation - Denver, United States Duration: 24 Oct 2022 → 26 Oct 2022 Conference number: 20 https://2022.ieeecefc.org/

Conference

Conference	Conference on Electromagnetic Field Computation 2022
Abbreviated title	CEFC
Country/Territory	United States
City	Denver
Period	24/10/22 → 26/10/22
Internet address	https://2022.ieeecefc.org/

Keywords

Optimization
Neural networks
Partial differential equations
Electrostatics

Cite this

@conference{370462184df247a88901af8a3e9f1438,

title = "Solving the electrostatic Laplace's equation with a parameterizable physics informed neural network",

keywords = "Optimization, Neural networks, Partial differential equations, Electrostatics",

author = "Eniz Museljic and Alice Reinbacher-K{\"o}stinger and Manfred Kaltenbacher",

year = "2022",

month = nov,

language = "English",

note = "Conference on Electromagnetic Field Computation 2022 : The 20th Biennial Conference on Electromagnetic Field Computation, CEFC ; Conference date: 24-10-2022 Through 26-10-2022",

url = "https://2022.ieeecefc.org/",

}

TY - CONF

T1 - Solving the electrostatic Laplace's equation with a parameterizable physics informed neural network

AU - Museljic, Eniz

AU - Reinbacher-Köstinger, Alice

AU - Kaltenbacher, Manfred

N1 - Conference code: 20

PY - 2022/11

Y1 - 2022/11

KW - Optimization

KW - Neural networks

KW - Partial differential equations

KW - Electrostatics

M3 - Abstract

T2 - Conference on Electromagnetic Field Computation 2022

Y2 - 24 October 2022 through 26 October 2022

ER -