Dengfeng Ren

According to our database, Dengfeng Ren authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

TIER-CNet: Generative adversarial networks fusing heat transfer semantics for infrared image clarification and temperature field prediction.

Ting Wang, Jingcheng Chen, Yuge Han, Dengfeng Ren

Knowl. Based Syst., 2026

2025

P-TTAN: A novel neural network optimized for thermal feature perception and representation in 3D temperature predictions.

Jincheng Chen, Feiding Zhu, Yuge Han, Dengfeng Ren, Qunqing Lin

Expert Syst. Appl., 2025

Thermo-mesh transformer network for generalizable three-dimensional temperature prediction with mechanism-based representation.

Jincheng Chen, Feiding Zhu, Yuge Han, Dengfeng Ren

Eng. Appl. Artif. Intell., 2025

Target temperature field prediction via a thermodynamic knowledge-based artificial neural network.

Jincheng Chen, Feiding Zhu, Yuge Han, Dengfeng Ren

Appl. Soft Comput., 2025

2023

Deep learning framework-based 3D shape reconstruction of tanks from a single RGB image.

Jincheng Chen, Feiding Zhu, Yuge Han, Dengfeng Ren

Eng. Appl. Artif. Intell., 2023

2022

Global temperature reconstruction of equipment based on the local temperature image using TRe-GAN.

Jincheng Chen, Feiding Zhu, Yuge Han, Zhendao Xu, Qing Chen, Dengfeng Ren

Appl. Soft Comput., 2022