January 8, 2025 Scalable Accelerated Materials Discovery of Sustainable Polysaccharide-Based Hydrogels by Autonomous Experimentation and Collaborative Learning, ACS Applied Materials and Interfaces 16, 70310−70321 (2024) Read More
July 19, 2024 Imbalanced spectral data analysis using data augmentation based on the generative adversarial network, Scientific Reports 14 13230 (2024) Read More
November 27, 2023 Improving biosensor accuracy and speed using dynamic signal change and theory-guided deep learning, Biosensors and Bioelectronics 246 115829 (2024) Read More
November 15, 2023 Reduction of Biosensor False Responses and Time Delay Using Dynamic Response and Theory-Guided Machine Learning, ACS Sensors 8 4079-4090 (2023) Read More
November 15, 2023 Accelerated Engineering of Optimized Functional Composite Hydrogels via High-Throughput Experimentation. ACS Appl. Mater. Interfaces 15, 52908-52920 (2023) Read More
July 22, 2023 Automated characterization of macroscale tissue 3D spatial material properties via robotically-directed impedimetric sensing. IEEE Transactions on Automation Science and Engineering 1-13 (2023) Read More
February 3, 2023 Closed-loop controlled conformal 3D printing on moving objects via tool-localized object position sensing. Journal of Manufacturing Processes 80, 39-49 (2023) Read More
December 28, 2022 Rapid, autonomous high-throughput characterization of hydrogel rheological properties via automated sensing and physics-guided machine learning. Applied Materials Today 30, 101720 (2023) Read More
July 8, 2022 Comparison of bulk- vs. layer-by-layer-cured stimuli-responsive PNIPAM-alginate hydrogel dynamic viscoelastic property response via embedded sensors. ACS Applied Polymer Materials 4, 5596-5607 (2022) Read More
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