# Machine learning aided bio-oil production with high energy recovery and low nitrogen content from hydrothermal liquefaction of biomass with experiment verification

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-aided-bio-oil-production-with-high-energy-recovery-and-low/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Jie Li,Weijin Zhang,Tonggui Liu,Lihong Yang,Hailong Li,Haoyi Peng,Shaojian Jiang,Xiaonan Wang,Lijian Leng |
| Citations | 164 |
| DOI | 10.1016/j.cej.2021.130649 |
| Fields | Engineering |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3165923440 |
| 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/)
- [Subcritical and Supercritical Water Processes](https://scholariq.org/topics/subcritical-and-supercritical-water-processes/)
- [Biofuel production and bioconversion](https://scholariq.org/topics/biofuel-production-and-bioconversion/)

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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.