4 papers
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…
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…
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…
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…