├── Code ├── Model implementation.py ├── Pre-training.py ├── Transfer-learning.py └── load data.py ├── Dataset ├── Experimental-data │ └── Upload later.txt └── Simulated-DAS-data │ └── Simulated dataset.txt ├── README.MD └── Supplementary_material.pdf /Code/Model implementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/Code/Model implementation.py -------------------------------------------------------------------------------- /Code/Pre-training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/Code/Pre-training.py -------------------------------------------------------------------------------- /Code/Transfer-learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/Code/Transfer-learning.py -------------------------------------------------------------------------------- /Code/load data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/Code/load data.py -------------------------------------------------------------------------------- /Dataset/Experimental-data/Upload later.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Dataset/Simulated-DAS-data/Simulated dataset.txt: -------------------------------------------------------------------------------- 1 | https://pan.baidu.com/s/1a6Senhy1dyFPVN2Kg16wvw 2 | key: z77z -------------------------------------------------------------------------------- /README.MD: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/README.MD -------------------------------------------------------------------------------- /Supplementary_material.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Popsama/gas_retrieval_with_deep_learning/HEAD/Supplementary_material.pdf --------------------------------------------------------------------------------