Wan Shou Data-verified
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Assistant Professor
faculty
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Biography and Research Information
OverviewAI-generated summary
Wan Shou is an assistant professor in the Department of Mechanical Engineering at the University of Arkansas Fayetteville. His research group focuses on leveraging interdisciplinary knowledge to address societal challenges, with primary interests in advanced manufacturing and advanced materials. His work encompasses laser-based micro/nano manufacturing, novel 3D printing techniques, and smart, automated manufacturing processes assisted by emerging technologies.
Shou's research has broad applications, including wearable electronics, robotics, structural materials, and clean water and energy solutions. Current projects investigate the intersections of 3D printing, advanced manufacturing, design, sensors, and robotics. His previous work includes postdoctoral research at MIT CSAIL in the Computational Design & Fabrication Group.
He has received two NSF grants totaling $796,910: a CAREER award for enabling high-resolution selective laser printing with nanoparticles ($550,000) and an EAGER award for laser printing of single-crystal Si nanostructures ($246,910). Shou's scholarship metrics include an h-index of 28 and over 3,309 citations across more than 100 publications.
Metrics
- h-index: 28
- Publications: 107
- Citations: 3,428
Selected Publications
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ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products (2026)
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Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation (2025)
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Compact multifunctional slit-type Helmholtz silencer for broadband sound attenuation with ventilation (2025)
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Towards Neurorobotic Interface for Finger Joint Angle Estimation: A Multi-Stage CNN-LSTM Network with Transfer Learning (2025)
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Feedback regulated opto-mechanical soft robotic actuators (2025)
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Influence of Ti3SiC2 Max Phase Addition on the Tribological Performance of Ni-Cr Coatings (2025)
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Thermally stabilized polyacrylonitrile for flexible triboelectric devices operating from −29 °C to 400 °C (2025)
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Wearable Photonic Device for Multiple Biomarker Sampling and Detection without Blood Draws (2025)
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UniT: Data Efficient Tactile Representation With Generalization to Unseen Objects (2025)
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Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing (2025)
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A micro-ChromaDot array with AI integration for the detection of multiple biomarkers in a small portable device (2025)
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Wearable Photonic Device for Multiple Biomarker Sampling and Detection Without Blood Draws (2025)
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Modular Self-Reconfigurable Continuum Robot for General Purpose Loco-Manipulation (2025)
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A multifunctional flexible wearable hydrogel sensor with anti-swelling via supramolecular interactions for underwater motion detection and information transmission (2024)
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Desktop-scale robot tape manipulation for additive manufacturing (2024)
Federal Grants 2 $796,910 total
CAREER: Enabling High-resolution Selective Laser Printing with Nanoparticles
Collaboration Network
Top Collaborators
- 3D printing of polymer composites: Materials, processes, and applications
- Learning human–environment interactions using conformal tactile textiles
- Self-powered sensing systems with learning capability
- Intelligent Carpet: Inferring 3D Human Pose from Tactile Signals
- Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs
Showing 5 of 18 shared publications
- Learning human–environment interactions using conformal tactile textiles
- Intelligent Carpet: Inferring 3D Human Pose from Tactile Signals
- Polygrammar: Grammar for Digital Polymer Representation and Generation
- Dynamic Modeling of Hand-Object Interactions via Tactile Sensing
- Publisher Correction: Learning human–environment interactions using conformal tactile textiles
Showing 5 of 9 shared publications
- Learning human–environment interactions using conformal tactile textiles
- Intelligent Carpet: Inferring 3D Human Pose from Tactile Signals
- Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs
- Dynamic Modeling of Hand-Object Interactions via Tactile Sensing
- Publisher Correction: Learning human–environment interactions using conformal tactile textiles
Showing 5 of 7 shared publications
- Learning human–environment interactions using conformal tactile textiles
- Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs
- Publisher Correction: Learning human–environment interactions using conformal tactile textiles
- Designing Composites with Target Effective Young’s Modulus using Reinforcement Learning
- Computational Discovery of Microstructured Composites with Optimal Stiffness-Toughness Trade-Offs
Showing 5 of 7 shared publications
- UniT: Data Efficient Tactile Representation With Generalization to Unseen Objects
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Whole Chicken Pushing Manipulation via Imitation Learning
- UniT: Data Efficient Tactile Representation with Generalization to Unseen Objects
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
Showing 5 of 7 shared publications
- UniT: Data Efficient Tactile Representation With Generalization to Unseen Objects
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- UniT: Data Efficient Tactile Representation with Generalization to Unseen Objects
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
Showing 5 of 7 shared publications
- Learning human–environment interactions using conformal tactile textiles
- Self-powered sensing systems with learning capability
- Intelligent Carpet: Inferring 3D Human Pose from Tactile Signals
- Dynamic Modeling of Hand-Object Interactions via Tactile Sensing
- Publisher Correction: Learning human–environment interactions using conformal tactile textiles
Showing 5 of 6 shared publications
- UniT: Data Efficient Tactile Representation With Generalization to Unseen Objects
- Desktop-scale robot tape manipulation for additive manufacturing
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Robot Tape Manipulation for 3D Printing
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
Showing 5 of 6 shared publications
- Learning human–environment interactions using conformal tactile textiles
- Intelligent Carpet: Inferring 3D Human Pose from Tactile Signals
- Dynamic Modeling of Hand-Object Interactions via Tactile Sensing
- Publisher Correction: Learning human–environment interactions using conformal tactile textiles
- Dynamic Modeling of Hand-Object Interactions via Tactile Sensing
- Cold-resistant, highly stretchable ionic conductive hydrogels for intelligent motion recognition in winter sports
- Ultra-stretchable and anti-freezing ionic conductive hydrogels as high performance strain sensors and flexible triboelectric nanogenerator in extreme environments
- PNIPAAm-based temperature responsive ionic conductive hydrogels for flexible strain and temperature sensing
- A multifunctional flexible wearable hydrogel sensor with anti-swelling via supramolecular interactions for underwater motion detection and information transmission
- Multi-channel cellular carbon fiber as electrode for Zn-ion hybrid capacitor with enhanced capacity and energy density
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- Cost-Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation in Poultry Processing
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- Cost Effective Active Laser Scanning System for Depth-Aware Deep-Learning-Based Instance Segmentation for Poultry Processing
- ChicGrasp: Imitation‐Learning‐Based Customized Dual‐Jaw Gripper Control for Manipulation of Delicate, Irregular Bio‐Products
- Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation
- Polygrammar: Grammar for Digital Polymer Representation and Generation
- Accelerated discovery of 3D printing materials using data-driven multiobjective optimization
- Polygrammar: Grammar for Digital Polymer Representation and Generation
- Accelerated Discovery of 3D Printing Materials Using Data-Driven\n Multi-Objective Optimization
- Cold-resistant, highly stretchable ionic conductive hydrogels for intelligent motion recognition in winter sports
- Ultra-stretchable and anti-freezing ionic conductive hydrogels as high performance strain sensors and flexible triboelectric nanogenerator in extreme environments
- PNIPAAm-based temperature responsive ionic conductive hydrogels for flexible strain and temperature sensing
- A multifunctional flexible wearable hydrogel sensor with anti-swelling via supramolecular interactions for underwater motion detection and information transmission
- Cold-resistant, highly stretchable ionic conductive hydrogels for intelligent motion recognition in winter sports
- Ultra-stretchable and anti-freezing ionic conductive hydrogels as high performance strain sensors and flexible triboelectric nanogenerator in extreme environments
- PNIPAAm-based temperature responsive ionic conductive hydrogels for flexible strain and temperature sensing
- A multifunctional flexible wearable hydrogel sensor with anti-swelling via supramolecular interactions for underwater motion detection and information transmission
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