# A deep learning identification method of tight sandstone lithofacies integrating multilayer perceptron and multivariate time series

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-deep-learning-identification-method-of-tight-sandstone-lithofacies-integrating/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Zihao Mu,Chunsheng Li,Zongbao Liu,Tao Liu,Kejia Zhang,Haiwei Mu,Yuchen Yang,Cuiyun Xu,Ruixue Zhang |
| Citations | 8 |
| DOI | 10.1038/s41598-024-82607-0 |
| Fields | Computer Science,Engineering,Physics and Astronomy |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-024-82607-0.pdf |
| OpenAlex ID | https://openalex.org/W4405855059 |
| PMID | 39732990 |
| Type | article |
| Year | 2024 |

## Paper authors

- [Yuchen Yang](https://scholariq.org/researchers/yuchen-yang/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Hydrocarbon exploration and reservoir analysis](https://scholariq.org/topics/hydrocarbon-exploration-and-reservoir-analysis/)

## Paper topics

- [Hydrocarbon exploration and reservoir analysis](https://scholariq.org/topics/hydrocarbon-exploration-and-reservoir-analysis/)
- [Geochemistry and Geologic Mapping](https://scholariq.org/topics/geochemistry-and-geologic-mapping/)
- [NMR spectroscopy and applications](https://scholariq.org/topics/nmr-spectroscopy-and-applications/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.