Neural Implicit Representation

DualMS: Implicit Dual-Channel Minimal Surface Optimization for Heat Exchanger Design

Weizheng Zhang, Hao Pan, Lin Lu, Xiaowei Duan, Xin Yan, Ruonan Wang, Qiang Du

Conference SIGGRAPH 2025 Minimal Surface Heat Exchanger Design Neural Implicit Representation Shape Optimization Additive Manufacturing

Neural Octahedral Field: Octahedral Prior for Simultaneous Smoothing and Sharp Edge Regularization

Ruichen Zheng, Tao Yu, Ruizhen Hu

Journal SIGGRAPH Asia 2025 Surface Reconstruction Point Cloud Neural Implicit Representation Signed Distance Field Octahedral Frame Field Sharp Edge Preservation Denoising