3 papers
cs.CG2026
Learned Localized Mesh Refinement
Xiao Zhan, Chrystiano Araújo, Kangle Deng +3
We present a neural method for adaptive triangle mesh refinement, in which an autoregressive model adds geometric detail to selected regions of an input mesh while leaving the rest…
cs.LG2025
SemanticOpt: Towards LLM-Based Semantic Black-Box Optimization
Jamison Meindl, Yunsheng Tian, Tony Cui +5
Optimizing an experimental system can be extremely challenging when each experiment is expensive, time-consuming, or difficult to perform. Existing optimizers for expensive black-b…
cond-mat.mtrl-sci2021
Accelerated Discovery of 3D Printing Materials Using Data-Driven Multi-Objective Optimization
Timothy Erps, Michael Foshey, Mina Konaković Luković +6
Additive manufacturing has become one of the forefront technologies in fabrication, enabling new products impossible to manufacture before. Although many materials exist for additi…