Large-scale 3D geophysical electromagnetic field simulation using survey decomposition and blockchain-coordinated massive parallel computing
3D geophysical electromagnetic (EM) field simulation often requires parallel computing for speed-up. However, traditional parallel methods based on MPI and other master-slave models face issues such as poor robustness and scalability at massive scales. Most existing parallel algorithms for geophysics are designed for a single cluster with multiple nodes of the same static configuration. This paper proposes a solution to these challenges by utilizing a blockchain-coordinated competition mechanism for parallel 3D geophysical field simulations. We use a transient electromagnetic forward modeling for mineral exploration as an example to demonstrate some advantages of using blockchain in massive parallel computing.
Authors
- Dikun Yang (ORCID: https://orcid.org/0000-0002-2807-9537)
- Yuchao Zhang (ORCID: https://orcid.org/0009-0003-2029-9871)
Institutions
- Southern University of Science and Technology (CN)
Publication Details
- Published
- 2024-08-23
- DOI
- https://doi.org/10.1190/gem2024-107.1
- Primary Topic
- Geophysical and Geoelectrical Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00