mheriyanto / 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

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

Model and results

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

@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

@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"
}