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| Creator | Title | Description | Subject | Date | ||
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Armstrong, Blair P. | Lower critical solution temperature behavior of elastin-coiled-coil polymer, a potential platform for treatment of non-hodgkin's lymphoma | Non-Hodgkin's lymphoma takes the lives of 20,000 Americans each year. When traditional therapies fail, clinicians have turned to a drug, rituximab, for treatment. However, rituximab is now curative for less than 50% of patients and new treatments are needed. Drug-free macromolecular therapeutics (DF... | 2021 | |
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Rubart, Audrey | Numerical simulation of electromagnetic ionosphere disturbances detecting earthquake activity | On March 4, 2020, DARPA released a call for research proposals that would fund projects "in the area of modeling, simulating, and experimentally observing transient disturbances (both mechanical and electromagnetic) in the Earth's atmosphere due to meteorological and geophysical sources" [1]. This r... | 2021 | |
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Herbert-Voss, Ariel | Generating audio mixtures using deep convolutional neural networks | Deep neural networks have recently been used in a generative capacity to separate and convolve the content and style of two input images. This is done using a joint cost function during gradient descent that encodes information about style and content to iteratively calculate forward node activation... | Computer sound processing; Computer music; Machine learning; Neural networks; Audio mixtures; Spectrograms; Split integer scaling | 2016-05 |
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Taylor, Andree Nicholas Crawford | Latent space planning for multi-object manipulation with enviornment-aware relational classifiers | A useful robot operating in human environments will no doubt encounter scenes where it needs to manage and manipulate multiple objects. The interactions of these objects with each other and the environment are important to reason about in order to predict the outcome of any action. We aim to learn a... | 2024 | |
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Kapetanovic, Stefan | Non-Anthropomorhic Deep Learning: Developing the "Eyes for the Internet of Things" | Deep Learning (DL) and Convolutional Neural Networks (CNNs) have been established as a powerful class of models for image recognition problems. Encouraged by this, we implemented a system that can accurately predict handwritten numbers from a raw CMOS machine image. Current forms of deep learning do... | 2017 | |
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Frederiksen, Hunter | Pharmacokinetics of Locally Delivered Vancomycin as a Powder & in a Hydrogel | Orthopedic surgeons currently administer powder vancomycin directly over surgical sites in order to mitigate infections. Local antibiotic administration has been effective at reducing infections; however, there have been few preliminary studies investigating the pharmacokinetics of locally delivered... | 2018 |
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