Recovering 3D Salt Dome by Using Gravity Data Inversion Using ResU-Net++ 

Here is the directory structure of the folder:

-------------Recovering 3D Salt Dome by Using Gravity Data Inversion Using ResU-Net++-----------
AttU-Net_network  
R2U-Net_network 
NestU-Net_network
ResU-Net++_network

XXX_network generally includes:

       code:
                train.py // train 
                predict.py // recover relief
                HUATU.m //Draw Field Map
       data:
                mp_label // data set for training network
                gz_data // data set for training network
                predict // inversion result
                model // Including XXX.pth and loss.txt
		XXX.pth // trained network
		loss.txt // the loss of trained network
                Slice diagram.fig //Predictive slice diagrams
                Field diagram.fig //Predictive field plot

-------------Recovering 3D Salt Dome by Using Gravity Data Inversion Using ResU-Net++-----------


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Performing an inversion as follow steps:
1) Enter XXX_network folder.
2) using train.py to get the trained network (XXX.pth) and the corresponding loss
(loss.txt).
3) Then, we load the trained network and observed data to predict using predict.py.
4) Through the MATLAB program,Slice the predicted results to obtain a graph(Slice diagram.fig) ,Forward modeling the predicted results to obtain the predicted field map(Field diagram.fig).
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--------------------------------Requirement------------------------------
	python 3.7.15
		torch 1.13.1+cu116
		torchaudio 0.13.1+cu116
		torchvision  0.14.1+cu116
                numpy  1.21.6
--------------------------------Requirement------------------------------

----------------------COPYRIGHTS---------------------------------------------
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 in the Recovering 3D Salt Dome by Using Gravity Data Inversion Using ResU-Net++ folder, 
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Copyright 2023, Zhengwei Xu
2023-08-24
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For possible errors, please contact:

     zhengweixu.usa@gmail.com
     Zhengwei Xu
     Chengdu University of Technology, Chengdu, 
     Sichuan, China.
     2023-08-24