most citedPolygrammar: Grammar for Digital Polymer Representation and Generation

3 citations · 6 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci2023★ 3 cited

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…

cond-mat.mtrl-sci2021

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…

cs.RO2021

Dynamic Modeling of Hand-Object Interactions via Tactile Sensing

Qiang Zhang, Yunzhu Li, Yiyue Luo +6

Tactile sensing is critical for humans to perform everyday tasks. While significant progress has been made in analyzing object grasping from vision, it remains unclear how we can u…

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…

physics.chem-ph2021★ 3 cited

Polygrammar: Grammar for Digital Polymer Representation and Generation

Minghao Guo, Wan Shou, Liane Makatura +3

Polymers are widely-studied materials with diverse properties and applications determined by different molecular structures. It is essential to represent these structures clearly a…