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Liangchao Deng

Liangchao Deng (邓良超)

Ph.D. Candidate in Crop Science (SHZU × CAS-CEMPS)

Education

2023 – 2026 (Expected)
Ph.D. in Crop Science
Shihezi University (SHZU) × CAS-CEMPS

Joint Ph.D. Training with the Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences.

Precision AgricultureCanopy Photosynthesis
2016 – 2021
B.Sc. in Information & Computational Science
Shihezi University

Undergraduate Thesis: Numerical Solution of Phase Transition Equations.

Research Experience

2024 – Present
Generative AI for Agriculture
Research Assistant

Developing image-to-3D generative workflows (Diffusion, NeRF) to accelerate 3D plant modeling. Integrating LLMs into phenotyping pipelines.

2021 – Present
Next-Gen Phenotyping
Research Assistant

Implementing 3D Gaussian Splatting and Ray Tracing for high-fidelity canopy reconstruction and photosynthetic simulation.

Ray Tracing3DGSLidar Simulation

Skills

AI & Machine Learning

PyTorchDiffusion ModelsNeRF / 3DGSLLMsDocker

Computer Vision

OpenCVOpen3DPCLRay TracingBlender API

Dev & Tools

PythonMATLABGitReact/DocusaurusUAV Pilot

Selected Publications

Leaf Optical Properties Predicted with BRDF and Phenotypic Traits
Plant Phenomics (2025)
Deng, L., Yu, L. X., Mao, L., et al.
Digital Plant Phenotyping Platform (v25.0)
Zenodo (Software)
Deng, L. (2025)

Last updated: January 2026