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  • Creator(s):
    Varun Mannam
    Description:

    We created a small dataset - the diffraction limited to super-resolution (DL2SR) dataset - that is dedicated to estimate the super-resolution intensity from a diffracton limited fluorescence microscopy intensity images. The dataset consists of training and testing parts. 15 FOV’s of BPAE cells fluorescence microscopy intensity images obtained with custom-built two-photon microscope. We use 1 FOV DL images for testing. These images are captured with excitation wavelength of 800 nm and powe…

    Date Created:
    2021-02-09
    Record Visibility:
    Public
  • Creator(s):
    Varun Mannam
    Description:

    We created a small dataset to validate the lifetime denoising using the trained Noise2Noise-NBN model - the Fluorescence Microscopy Lifetime Denoising (FMLD) dataset - that is dedicated to perform the lifetime denoising from the noisy (raw) lifetime images.

    The dataset consists of 50 real fluorescence microscopy images obtained with custom-built two-photon microscope and representative fixed BPAE cell (F36924) samples. We use all 50 images for testing/inference. These images are captured wi…

    Date Created:
    2020-01-01
    Record Visibility:
    Public
  • Creator(s):
    Varun Mannam, Yide Zhang, Yinhao Zhu, Scott Howard
    Description:

    We created a dataset - the Fluorescence Microscopy Denoising (FMD) dataset - that is dedicated to Poisson-Gaussian denoising. The dataset consists of 12,000 real fluorescence microscopy images obtained with commercial confocal, two-photon, and wide-field microscopes and representative biological samples such as BPAE cells, zebrafish, and mouse brain tissues. We use image averaging to effectively obtain ground truth images and 60,000 noisy images with different noise levels.

    Date Created:
    2019-04-21
    Record Visibility:
    Public
  • Creator(s):
    Varun Mannam
    Description:

    Fluorescence microscopy has enabled a dramatic development in modern biology, and the output of conventional fluorescence microscopy is the intensity. However, it is hard to segment a sample with multiple cells using intensity. Specifically, fluorophores have overlapping emission spectra, and these cells cannot be segmented with only intensity information. Also, it is sensitive to the applied laser power, movement of the animal, and temperature. In this scenario, one can use fluorescence life…

    Date Created:
    2019-12-13
    Record Visibility:
    Public
  • Author(s):
    Christianos Burlotos
    Abstract:

    The residential construction industry in developing nations is often plagued by numerous constraining systems, including underdeveloped financial markets, ineffective governing bodies, and unregulated material and labor markets, which restrict safe and disaster-resilient housing to the wealthy minority. The majority are left in nonengineered, informally constructed homes, which, in countries with high exposure to hydro-meteorological and/or seismic hazards, can prove deadly. The thesis presen…

    Date Created:
    2020-08-25
    Record Visibility:
    Public
  • Creator(s):
    Christianos Burlotos
    Description:

    This multilayered spreadsheet is used to assist aspiring homeowners design their home from a pre-set list of options for floorplans, finishes, fixtures, and basic services. It also rapidly calculates an estimated total cost for the structure as well as a corresponding monthly payment amount. This allows the design process to be performed iteratively, giving families autonomy in the design of their own home, the chance to consider a variety of options and combinations, and the immediate knowle…

    Date Created:
    2020-07-20
    Record Visibility:
    Public
  • Creator(s):
    Christianos Burlotos
    Description:

    This tool calculates the design loads on a reinforced concrete special moment frame with a concrete slab roof, determines force and moment demands through an approximate portal frame analysis, assesses load combinations, evaluates the capacity of members compared to the demands, and approximates the cost of needed construction materials. It was produced by MSCE student Christianos Burlotos in order to parametrically assess frames to determine the best-fit frame for single-family homes in Leog…

    Date Created:
    2020-07-20
    Record Visibility:
    Public
  • Creator(s):
    Christianos Burlotos
    Description:

    This tool calculates the design loads on a reinforced concrete special moment frame with a corrugated galvanized iron roof, determines force and moment demands through an approximate portal frame analysis, assesses load combinations, evaluates the capacity of members compared to the demands, and approximates the cost of needed construction materials. It was produced by MSCE student Christianos Burlotos in order to parametrically assess frames to determine the best-fit frame for single-family …

    Date Created:
    2020-07-20
    Record Visibility:
    Public
  • Author(s):
    Corinne Dorais
    Abstract:

    Nuclear forensic analysis is a key component of United States national nuclear security. A strong nuclear forensic analytical capability strengthens both national and global security by providing a deterrent to bad actors and rogue states who seek to engage in nuclear terrorism or warfare. In order to be effective, nuclear forensic scientists must be able to rapidly achieve highly-accurate and -precise physical, chemical, and isotopic measurements of illicit nuclear materials. The work presen…

    Date Created:
    2020-01-09
    Record Visibility:
    Public
    Resource Type
    Document
  • Author(s):
    Tracie Mcginnity
    Date Created:
    2020-01-09
    Record Visibility:
    Public
    Resource Type
    Document
  • Creator(s):
    Tianze Peng, David Richter
    Description:

    Updates on 7/19/2020

    PDF data are added for the boundary condition group “M4”.

    Description (updated: 12/26/2019)

    Matlab code for figures 3-7

    Date Created:
    2019-12-26
    Record Visibility:
    Public
  • Author(s):
    Peter M. Kogge
    Abstract:

    The last decade has seen the growth of data sets that are not only extremely large, but also often unstructured and very dynamic, with the desire to extract not just specific facts about specific entities but also relationships between possibly arbitrary entities. Graphs have emerged as a valuable and productive paradigm for expressing such problems, and there has been an explosion in new graph algorithms, graph query languages, and graph engines that perform such computations. However, to da…

    Date Created:
    2019-09-10
    Record Visibility:
    Public
    Resource Type
    Report