Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Daniel Arnold is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Numerical modelling of the effects of permeability contrasts on underground hydrogen storage in sandstone reservoirs
Smith, D., Busch, A., Arnold, D. & Hough, E., 31 Dec 2024, In: Geoenergy. 2, 1, geoenergy2023-039.Research output: Contribution to journal › Article › peer-review
Open AccessFile65 Downloads (Pure) -
A conditional GAN-based approach to build 3D facies models sequentially upwards
Sun, C., Demyanov, V. & Arnold, D., Dec 2023, In: Computers and Geosciences. 181, 105460.Research output: Contribution to journal › Article › peer-review
Open AccessFile99 Downloads (Pure) -
Application of Graph Variational Autoencoders for History Matching Problem of Brugge Field
Shishaev, G., Demyanov, V., Arnold, D. & Vygon, R., 27 Nov 2023, p. 1-5. 5 p.Research output: Contribution to conference › Paper › peer-review
-
GAN River-I: A process-based low NTG meandering reservoir model dataset for machine learning studies
Sun, C., Demyanov, V. & Arnold, D., Feb 2023, In: Data in Brief. 46, 108785.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)51 Downloads (Pure) -
Geological realism in Fluvial facies modelling with GAN under variable depositional conditions
Sun, C., Demyanov, V. & Arnold, D., Apr 2023, In: Computational Geosciences. 27, 2, p. 203-221 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)95 Downloads (Pure)
Datasets
-
CAGEO Benchmark Case studies 2012. Watt Field for history matching different geological scenarios/interpretations.
Arnold, D. (Creator), Heriot-Watt University, 29 Oct 2012
https://github.com/Uncproject/WATT_FIELD
Dataset
-
Data for PhD Thesis - Hydra Rodrigues, June 2021
Rodrigues, H. W. (Creator), Mackay, E. J. (Supervisor) & Arnold, D. (Supervisor), Heriot-Watt University, 1 Aug 2021
DOI: 10.17861/e267dcd5-3046-4a7f-9190-299764197bfd
Dataset
-
COSTA MODEL: Hierarchical carbonate reservoir benchmarking case study
Costa Gomes, J. (Creator), Geiger, S. (Creator) & Arnold, D. (Creator), Heriot-Watt University, 2022
DOI: 10.17861/6e36e28d-50d9-4e31-9790-18db4bce6e5d
Dataset