18 citations · 22 across the 4 of their papers we have counts for
4 papers
VLMaterial: Procedural Material Generation with Large Vision-Language Models
Beichen Li, Rundi Wu, Armando Solar-Lezama +4
Procedural materials, represented as functional node graphs, are ubiquitous in computer graphics for photorealistic material appearance design. They allow users to perform intuitiv…
Computational Discovery of Microstructured Composites with Optimal Stiffness-Toughness Trade-Offs
Beichen Li, Bolei Deng, Wan Shou +5
The conflict between stiffness and toughness is a fundamental problem in engineering materials design. However, the systematic discovery of microstructured composites with optimal…
Data-Efficient Graph Grammar Learning for Molecular Generation
Minghao Guo, Veronika Thost, Beichen Li +3
The problem of molecular generation has received significant attention recently. Existing methods are typically based on deep neural networks and require training on large datasets…
Designing Composites with Target Effective Young's Modulus using Reinforcement Learning
Aldair E. Gongora, Siddharth Mysore, Beichen Li +5
Advancements in additive manufacturing have enabled design and fabrication of materials and structures not previously realizable. In particular, the design space of composite mater…