MLpFEM - towards Machine Learning based parameter calibration

Georg H. Erharter; Hilde Aas Nøst; Islam Marzouk; Simon Oberhollenzer; Wilhelm Holmen; Hans Petter Jostad; Franz Tschuchnigg

MLpFEM - towards Machine Learning based parameter calibration

Georg H. Erharter^*, Hilde Aas Nøst, Islam Marzouk, Simon Oberhollenzer, Wilhelm Holmen, Hans Petter Jostad, Franz Tschuchnigg

^*Corresponding author for this work

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

Original language	English
Number of pages	3
Publication status	Published - 29 Aug 2023
Event	4th International Symposium on Machine Learning & Big Data in Geoscience: ISMLG 2023 - University College Cork, Cork, Ireland Duration: 29 Aug 2023 → 1 Sept 2023 https://www.ismlg2023.com/

Conference

Conference	4th International Symposium on Machine Learning & Big Data in Geoscience
Abbreviated title	ISMLG 2023
Country/Territory	Ireland
City	Cork
Period	29/08/23 → 1/09/23
Internet address	https://www.ismlg2023.com/

Keywords

Parameter calibration
FEM
supervised learning
Machine learning

Cite this

@conference{0b691cab0af54b169b89d4e2ff041844,

title = "MLpFEM - towards Machine Learning based parameter calibration",

keywords = "Parameter calibration, FEM, supervised learning, Machine learning",

author = "Erharter, {Georg H.} and N{\o}st, {Hilde Aas} and Islam Marzouk and Simon Oberhollenzer and Wilhelm Holmen and Jostad, {Hans Petter} and Franz Tschuchnigg",

year = "2023",

month = aug,

day = "29",

language = "English",

note = "4th International Symposium on Machine Learning & Big Data in Geoscience : ISMLG 2023, ISMLG 2023 ; Conference date: 29-08-2023 Through 01-09-2023",

url = "https://www.ismlg2023.com/",

}

TY - CONF

T1 - MLpFEM - towards Machine Learning based parameter calibration

AU - Erharter, Georg H.

AU - Nøst, Hilde Aas

AU - Marzouk, Islam

AU - Oberhollenzer, Simon

AU - Holmen, Wilhelm

AU - Jostad, Hans Petter

AU - Tschuchnigg, Franz

PY - 2023/8/29

Y1 - 2023/8/29

KW - Parameter calibration

KW - FEM

KW - supervised learning

KW - Machine learning

M3 - Abstract

T2 - 4th International Symposium on Machine Learning & Big Data in Geoscience

Y2 - 29 August 2023 through 1 September 2023

ER -