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Glycomaterials Chronicles

Explore curated research chronicles, originating experimental data, spectral analysis, and related open-access publications across carbohydrate materials research.

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In-House Research

<p>Rapid, Autonomous High-throughput Characterization of Hydrogel Rheological Properties via Automated Sensing and Physics-guided Machine Learning</p>

Rapid, Autonomous High-throughput Characterization of Hydrogel Rheological Properties via Automated Sensing and Physics-guided Machine Learning

Junru Zhang ^a, Yang Liu ^a ^b, Durga Chandra Sekhar.P ^c, Manjot Singh ^a, Yuxin Ton...

a Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksb...

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In-House Research

<p>Imbalanced spectral data analysis using data augmentation based on the generative adversarial network</p>

Imbalanced spectral data analysis using data augmentation based on the generative adversarial network

Jihoon Chung¹, Junru Zhang², Amirul Islam Saimon², Yang Liu², Blake N. Johnson^2*...

¹Department of Industrial Engineering, Pusan National University, Busan, South K...

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In-House Research

<p>Scalable Accelerated Materials Discovery of Sustainable Polysaccharide-Based Hydrogels by Autonomous Experimentation and Collaborative Learning</p>

Scalable Accelerated Materials Discovery of Sustainable Polysaccharide-Based Hydrogels by Autonomous Experimentation and Collaborative Learning

Yang Liu, Xubo Yue, Junru Zhang, Zhenghao Zhai, Ali Moammeri, Kevin J. Edgar, Al...

Department of Mechanical and Industrial Engineering, Northeastern University, Bo...

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In-House Research

<p>Rapid, autonomous high-throughput characterization of hydrogel rheological properties via automated sensing and physics-guided machine learning</p>

Rapid, autonomous high-throughput characterization of hydrogel rheological properties via automated sensing and physics-guided machine learning

Zhang, Junru; Liu, Yang; Sekhar.P, Durga Chandra; Singh, Manjot; Tong, Yuxin; Ku...

^aGrado Department of Industrial and Systems Engineering, Virginia Tech, Blacksbu...

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In-House Research

<p>Polymer characterization by size-exclusion chromatography with multi-angle light scattering (SEC-MALS): a tutorial review</p>

Polymer characterization by size-exclusion chromatography with multi-angle light scattering (SEC-MALS): a tutorial review

John B. Matson^a, Anna Q. Steele^a , Jonathan D. Mase^aand Michael D. Schulz^a

^aVirginia Tech, Department of Chemistry and Macromolecules Innovation Institute...

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In-House Research

<p>Automated Characterization of Macroscale Tissue 3D Spatial Material Properties via Robotically-Directed Impedimetric Sensing</p>

Automated Characterization of Macroscale Tissue 3D Spatial Material Properties via Robotically-Directed Impedimetric Sensing

Ezgi Kucukdeger , Yujing Zhang, Junru Zhang, Yang Liu, Xiaoting Jia , and Blake ...

Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksbur...

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