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):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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AI-based Reservoir Modelling Workflows - an Illustrative Overview
Demyanov, V., Corlay, Q., Nathanail, A., Sun, C. & Arnold, D., Mar 2025, p. 1-5. 5 p.Research output: Contribution to conference › Paper › peer-review
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A Novel Workflow for Geothermal Reservoir Characterization: Understanding the Impact of Geological Heterogeneity on Geothermal Energy Production from Hot Sedimentary Aquifers (HSA)
Baird, K., Geiger, S., Arnold, D. & Doster, F., 2025, Using the Earth to Save the Earth. p. 2186-2207 22 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Differentiating legacy wellbores in the scottish north sea using multi-criteria decision analysis with a view to minimising containment risk for carbon capture and storage
Pullen, B., Cahill, A. & Arnold, D., Mar 2025, In: International Journal of Greenhouse Gas Control. 142, 104336.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)93 Downloads (Pure) -
History Matching under Uncertainty of Geological Scenarios with Implicit Geological Realism Control with Generative Deep Learning and Graph Convolutions
Shishaev, G., Demyanov, V. & Arnold, D., 14 Jul 2025, arXiv.Research output: Working paper › Preprint
Open AccessFile65 Downloads (Pure) -
Using Helium as a Proxy for Hydrogen in Two-Phase Flow Experiments for Underground Hydrogen Storage
Smith, D., Arnold, D., Singh, K., Jangda, Z. & Busch, A., 27 Oct 2025, Sixth EAGE Global Energy Transition Conference & Exhibition (GET 2025). EAGE Publishing BV, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Citation (Scopus)
Datasets
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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
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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
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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