Mikael Lüthje

Mikael Lüthje

Scientific Manager of Reservoir Characterization

CENTRE FOR OIL AND GAS - DTU
The Danish Hydrocarbon Research and Technology Centre

Technical University of Denmark

Elektrovej

Building 375, room 012

2800 Kgs. Lyngby

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2019
 

Deep Learning Application for 4D Pressure Saturation Inversion Compared to Bayesian Inversion on North Sea Data

Sören Dramsch, Jesper ; Corte, Gustavo ; Amini, Hamed ; Lüthje, Mikael ; Macbeth, Colin
part of: Proceedings of the Second EAGE Workshop Practical Reservoir Monitoring, 2019
Presented at:
Second EAGE Workshop Practical Reservoir Monitoring

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.31223/osf.io/zytp2

 

Including Physics in Deep Learning – An Example from 4D Seismic Pressure Saturation Inversion

Dramsch, J.S. ; Corte, G. ; Amini, H. ; Macbeth, C. ; Lüthje, M.
Presented at:
81st EAGE Conference and Exhibition 2019

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.3997/2214-4609.201901967

 

Influence of fracture nucleation and propagation rates on fracture geometry: insights from geomechanical modelling

Welch, Michael J. ; Lüthje, Mikael ; Glad, Aslaug Clemmensen
in: Petroleum Geoscience, vol: 25, issue: 4, pages: 470-489

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1144/petgeo2018-161

2018
 

Controls on fracture density and size: Insights from dynamic modelling

Welch, Michael ; Lüthje, Mikael
Presented at:
80th EAGE Conference and Exhibition 2018

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2018

 

Deep-learning seismic facies on state-of-the-art CNN architectures

Sören Dramsch, Jesper ; Lüthje, Mikael
Presented at:
2018 SEG International Exposition and 88th Annual Meeting

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1190/segam2018-2996783.1

  PDF

Gaussian Mixture Models for Robust Unsupervised Scanning-Electron Microscopy Image Segmentation of North Sea Chalk

Sören Dramsch, Jesper ; Amour, Frédéric ; Lüthje, Mikael
Presented at:
First EAGE/PESGB Workshop Machine Learning

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3997/2214-4609.201803014

  PDF

Information Theory Considerations in Patch-based Training of Deep Neural Networks on Seismic Time-Series

Sören Dramsch, Jesper ; Lüthje, Mikael
Presented at:
First EAGE/PESGB Workshop Machine Learning

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3997/2214-4609.201803020

  PDF

Seismic geomorphology and origin of diagenetic geobodies in the Upper Cretaceous Chalk of the North Sea Basin (Danish Central Graben)

Smit, F. W. H. ; van Buchem, F.S.P. ; Holst, J.H. ; Lüthje, M. ; Anderskouv, K. ; Thibault, N. ; Buijs, G.J.A. ; Welch, M. ; Stemmerik, L.
in: Basin Research, vol: 30, issue: 5, pages: 895-925

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1111/bre.12285

2017
  PDF

Fracture Characterization and Modelling in the Kraka Field

Aabø, T.M. ; Welch, M.J. ; Sören Dramsch, Jesper ; Lüthje, M. ; Seyum, S. ; Amour, F. ; Würtzen, C.L.
Presented at:
Danish Hydrocarbon Research and Technology Centre Technology Conference 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2017

2011
 

A Comparison of national CCS strategies for Northwest Europe, with a focus on the potential of common CO2 storage at the Utsira formation

Ramirez, Andrea ; Hoefnagels, Ric ; van den Broek, Machteld ; Strachan, Neil ; Fidje, Audun ; Espegren, Kari ; Seljom, Pernille ; Blesl, Marcus ; Kober, Tom ; Grohnheit, Poul Erik ; Lüthje, Mikael
in: Energy Procedia, vol: 4, pages: 2401-2408

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2011     |    DOI: https://doi.org/10.1016/j.egypro.2011.02.133