# Machine learning prediction and optimization of bio-oil production from hydrothermal liquefaction of algae

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-prediction-and-optimization-of-bio-oil-production-from/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Weijin Zhang,Jie Li,Tonggui Liu,Songqi Leng,Lihong Yang,Haoyi Peng,Shaojian Jiang,Wenguang Zhou,Lijian Leng,Hailong Li |
| Citations | 181 |
| DOI | 10.1016/j.biortech.2021.126011 |
| Fields | Engineering |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3200060725 |
| PMID | 34852447 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Weijin Zhang](https://scholariq.org/researchers/weijin-zhang/)

## Paper primary topic

- [Thermochemical Biomass Conversion Processes](https://scholariq.org/topics/thermochemical-biomass-conversion-processes/)

## Paper topics

- [Thermochemical Biomass Conversion Processes](https://scholariq.org/topics/thermochemical-biomass-conversion-processes/)
- [Catalysis and Hydrodesulfurization Studies](https://scholariq.org/topics/catalysis-and-hydrodesulfurization-studies/)
- [Subcritical and Supercritical Water Processes](https://scholariq.org/topics/subcritical-and-supercritical-water-processes/)

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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.