# Large-scale chemical process causal discovery from big data with transformer-based deep learning

> Research article (Process Safety and Environmental Protection, 2023) · cited 71× · AI/ML

**Wikidata**: [openalex:W4323926444](https://www.wikidata.org/wiki/openalex:W4323926444)  
**Source**: https://4ort.xyz/entity/large-scale-chemical-process-causal-discovery-from-big-data-with-transformer-based-deep-learning