# The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/the-role-of-ai-machine-learning-and-big-data-in-digital-twinning-a-systematic/

## Facts

| Field | Value |
| --- | --- |
| Author Names | M. Mazhar Rathore,Syed Attique Shah,Dhirendra Shukla,Elmahdi Bentafat,Spiridon Bakiras |
| Citations | 582 |
| DOI | 10.1109/access.2021.3060863 |
| Fields | Business, Management and Accounting,Engineering,Social Sciences |
| Open Access | true |
| OA Status | gold |
| OA URL | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09359733.pdf |
| OpenAlex ID | https://openalex.org/W3132985895 |
| Type | review |
| Year | 2021 |

## Paper authors

- [Syed Attique Shah](https://scholariq.org/researchers/syed-attique-shah/)

## Paper journal

- [IEEE Access](https://scholariq.org/journals/ieee-access/)

## Paper primary topic

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)

## Paper topics

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)
- [Economic and Technological Systems Analysis](https://scholariq.org/topics/economic-and-technological-systems-analysis/)

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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.