mh1dmt
:earth_asia: MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB
Science Score: 67.0%
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✓DOI references
Found 3 DOI reference(s) in README -
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Links to: researchgate.net -
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Low similarity (8.6%) to scientific vocabulary
Keywords
Repository
:earth_asia: MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB
Basic Info
- Host: GitHub
- Owner: mheriyanto
- License: mit
- Language: MATLAB
- Default Branch: master
- Homepage: https://mheriyanto.wordpress.com/mh1dmt/
- Size: 648 KB
Statistics
- Stars: 23
- Watchers: 2
- Forks: 5
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
MH1DMT
MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB. I created and tested this code using MATLAB R2013a.
These were scripts that were used to implement my thesis in bachelor degree: 1-D Magnetotelluric Data Inversion using Modified Very Fast Simulated Annealing (MVFSA). Physics, Institut Teknologi Bandung (ITB). DOI: 10.13140/RG.2.2.35938.43209. (PDF: full article, cover page). I defensed this thesis on Department of Physics, Institut Teknologi Bandung (ITB). October, 2016 (SLIDE). Tutorial video on YouTube: LM and SVD.
I hope these scripts can help students to enter research on geophysical inversion. Any updates about these scripts can be seen in my blog: https://mheriyanto.wordpress.com/mh1dmt.
Synthetic Data
**Model and results**
Inversion results: LM, Ridge Regression (RR), SVD, and MVFSA
Inversion results: PSO, GA, and MVFSA
Inversion results: SA, VFSA, and MVFSA
Field Data
**Data: Sundar Pahari, Dhanbad, India**
Inversion results: LM, Ridge Regression (RR), SVD, and MVFSA
Inversion results: PSO, GA, and MVFSA
Inversion results: SA, VFSA, and MVFSA
License
MH1DMT is released under the MIT License (refer to the LICENSE file for details).
Citation
If you find this project useful for your research, please use the following BibTeX entry.
For Article
BibTeX
@phdthesis{phdthesis,
author = {Heriyanto, Mohammad},
year = {2016},
month = {10},
pages = {},
title = {1-D Magnetotelluric Data Inversion Using Modified Very Fast Simulated Annealing (MVFSA)},
doi = {10.13140/RG.2.2.35938.43209}
}
For Slide
BibTeX
@article{Heriyanto2020,
author = "Mohammad Heriyanto",
title = "{Inversi Data Magnetotellurik 1-D dengan Metode Modified Very Fast Simulated Annealing (MVFSA)}",
year = "2020",
month = "2",
url = "https://figshare.com/articles/Inversi_Data_Magnetotellurik_1-D_dengan_Metode_Modified_Very_Fast_Simulated_Annealing_MVFSA_/11860548",
doi = "10.6084/m9.figshare.11860548.v1"
}
Owner
- Name: eMHa
- Login: mheriyanto
- Kind: user
- Location: Banyuwangi, Indonesia
- Company: TB Geoscience
- Website: mheriyanto.dev
- Twitter: emheriyanto
- Repositories: 37
- Profile: https://github.com/mheriyanto
:robot: Serving EdgeML models at scale. @ezygeo-ai @cctvpintar
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Heriyanto"
given-names: "Mohammad"
orcid: "https://orcid.org/0000-0003-2182-2866"
title: "MH1DMT"
version: v0.0.1
date-released: 2020
url: "https://github.com/mheriyanto/MH1DMT"
preferred-citation:
type: unpublished
authors:
- family-names: "Heriyanto"
given-names: "Mohammad"
orcid: "https://orcid.org/0000-0003-2182-2866"
doi: "10.13140/RG.2.2.35938.43209"
journal: "Institut Teknologi Bandung"
month: 10
start: 1 # First page number
end: 100 # Last page number
title: "1-D Magnetotelluric Data Inversion Using Modified Very Fast Simulated Annealing (MVFSA)"
issue: 1
volume: 1
year: 2016
preferred-citation:
type: techreport
authors:
- family-names: "Heriyanto"
given-names: "Mohammad"
orcid: "https://orcid.org/0000-0003-2182-2866"
doi: "10.6084/m9.figshare.11860548.v1"
url: "https://figshare.com/articles/Inversi_Data_Magnetotellurik_1-D_dengan_Metode_Modified_Very_Fast_Simulated_Annealing_MVFSA_/11860548"
journal: "Institut Teknologi Bandung"
month: 2
start: 1 # First page number
end: 56 # Last page number
title: "Inversi Data Magnetotellurik 1-D dengan Metode Modified Very Fast Simulated Annealing (MVFSA)"
issue: 1
volume: 1
year: 2020
GitHub Events
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Top Authors
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- mheriyanto (1)