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Directed evolution for Membranes Development in 3 Dimensions
RPI ID: 2021-036-201
Innovation Summary:
Directed evolution techniques are applied to develop three-dimensional membrane structures with enhanced permeability and selectivity. The system uses iterative mutation and selection cycles to optimize membrane protein configurations. It supports applications in filtration, sensing, and biointerfaces. The method...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s): Joel Plawsky, Mirco Sorci, Chenyu Guan, Georges Belfort
Keywords(s): bioprocessing, food processing, membrane microfiltration, Separations
Category(s): Biotechnology and the Life Sciences
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Nanofilled Polymeric Nanocomposites with Tunable Index of Refraction
RPI ID: 2010-037-401Innovation Summary:This invention introduces polymeric nanocomposites filled with surface-modified nanoparticles to enhance mechanical, thermal, and barrier properties. The nanoparticles are uniformly dispersed and chemically bonded to the polymer matrix. The resulting materials are lightweight, durable, and suitable for high-performance...
Published: 7/21/2025
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Updated: 7/7/2025
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Inventor(s): Brian Benicewicz, Yu Li, Linda Schadler Feist, Richard Siegel, Peng Tao, Anand Viswanath
Keywords(s):
Category(s): Nanotechnology and Advanced Materials
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CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)
RPI ID: 2019-005-201 / 2019-005-601Innovation Summary:This invention introduces a deep learning framework called GAN-Circle for super-resolution reconstruction in computed tomography (CT) imaging. The system is based on a generative adversarial network (GAN) architecture constrained by three synergistic learning strategies: identical mapping, residual...
Published: 7/21/2025
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Updated: 7/3/2025
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Inventor(s): Ge Wang, Chenyu You, Wenxiang Cong, Hongming Shan, Guang Li
Keywords(s): High-resolution CT image, Image super resolution, low-resolution CT image
Category(s): Computational Science and Engineering
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