# Introducing Hybrid Modeling with Time-Series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization

> Research article (Industrial & Engineering Chemistry Research, 2023) · cited 75× · AI/ML

**Wikidata**: [openalex:W4389130441](https://www.wikidata.org/wiki/openalex:W4389130441)  
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