Wan Shou
- Accelerated Discovery of 3D Printing Materials Using Data-Driven\n Multi-Objective Optimization
2021/06/29 by Timothy Erps, Erps, Timothy, Michael Foshey +15 · 3 citations
Engineering · Materials Science · #Additive Manufacturing and 3D Printing Technologies #FOS: Physical sciences #Machine Learning in Materials Science #Manufacturing Process and Optimization #Materials Science (cond-mat.mtrl-sci)
- UniT: Data Efficient Tactile Representation with Generalization to Unseen Objects
2024/08/12 by Zhengtong Xu, Xu, Zhengtong, Raghava Uppuluri +13 · 5 citations
Engineering · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning #Robotics (cs.RO)
- Polygrammar: Grammar for Digital Polymer Representation and Generation
2021/05/05 by Minghao Guo, Guo, Minghao, Wan Shou +9 · 1 citation
Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Software Engineering Research
- Computational Discovery of Microstructured Composites with Optimal Stiffness-Toughness Trade-Offs
2023/02/01 by Beichen Li, Li, Beichen, Bolei Deng +13 · 1 citation
Decision Sciences · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- Designing Composites with Target Effective Young's Modulus using\n Reinforcement Learning
2021/10/07 by Aldair E. Gongora, Gongora, Aldair E., Siddharth Mysore +13 · 1 citation
Computer Science · Engineering · Materials Science · #Additive Manufacturing and 3D Printing Technologies #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Physical sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)