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Point Prognostics: Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics
TS-049903 — A scalable, adaptive computational platform (software) that performs accurate, predictive computer simulations in less time, with the end goal of supporting a decision-making agency
A report by IOT Analytics evaluated the predictive maintenance (PdM) market at $1.5 billion in 2016 and anticipated a growth of 39% annually to $10.96 billion by 2022. Particle methods (broadly known as "Monte Carlo'' methods, or, MC) are a class of computational algorithms used in Pd…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

Protecting UUID in Bluetooth Low Energy (from Sniffing and Fingerprinting)
TS-048632 — A method for mitigating the BLE vulnerability in an IoT device that protects UUIDs from being harvested and reverse engineered
Universally Unique Identifiers (UUIDs) in Bluetooth Low Energy (BLE) Devices are vital for nearby smartphone applications to discover them. BLE has also been increasingly used by Internet of Things (IoT) devices in various areas such as transportation, healthcare, wearables, retail, and smart home…
  • College: College of Engineering (COE)
  • Inventors: Lin, Zhiqiang; Wen, Haohuang; Zhang, Yinqian; Zuo, Chaoshun
  • Licensing Officer: Hong, Dongsung

Novel spectroscopic sensor for screening nutritional and quality traits of field crops
TS-046751 — A novel sensor for the screening of field crops, one example being the amino acids in soybeans. This allows the quality and nutritional value of the soybeans to be evaluated quickly and simply. This technology would benefit not only farmers and producers of soybeans and soy products, but also consumers by manufactures to know the quality of the ingredients received to be monitored.
Nutritional components of soybeans, specifically their amino acid profiles, are important when evaluating the quality of soybeans. Currently, the only methods for evaluating soybean nutritional traits are to either send samples to a lab for testing, which is costly and takes several weeks to compl…
  • College: College of Food, Agricultural, and Environmental Sciences (CFAES)
  • Inventors: Rodriguez-Saona, Luis; Ball, Christopher; Krishna, Sanjay; Ronningen, Theodore; Sia, Amanda
  • Licensing Officer: Flammang, Ann Marie

Louie: An Augmented Reality Sensory Trigger Wayfinding System for People with Autism
TS-043077 — An Augmented Reality Sensory Trigger Wayfinding System for People with Autism
Millions of people on the Autism spectrum face challenges getting from place to place due to sensory sensitivities to sounds, sights, smells, tastes, physical feelings, and crowds. Due to these triggers, people with Autism have a strong need to know where they are going and what will be there so t…
  • College: College of Engineering (COE)
  • Inventors: Ezell, Jonathan; Kaufman, Robert; Kaufman, Michael
  • Licensing Officer: Davis, Stewart

Kernel-based machine learning methods that adapt to GPU.
TS-042832 — A method for optimally adapting a class of kernel-based machine learning methods to parallel architectures including those of GPU hardware.
Most modern machine learning methods utilize GPU hardware to speed up processing large datasets. Modern GPU's implement parallel architectures which allow for very fast computations of certain mathematical operations. GPU-based architectures are widely used in the industry for a range of Artif…
  • College: College of Arts & Sciences
  • Inventors: Belkin, Mikhail; Ma, Siyuan
  • Licensing Officer: Hong, Dongsung

Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics.
TS-042531 — A computational platform for forecasting the state of evolving systems and processes.
Particle methods are a class of computational algorithms used to estimate potential outcomes of a system or process. Although popular for their simplicity and scalability, the use of fixed sized "particle ensembles" renders the simulations unable to provide performance guarantees in quan…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

DAtAnchor: A Multi-Layer Data Loss Mitigation System
TS-041846 — An alternative to traditional data security measures. The technology effectively "anchors" the information to one location, allowing for better security and making it harder to compromise access.
Data breaches are a looming risk for organizations that maintain significant repositories of sensitive data. The fundamental reason behind their inability to prevent them is the philosophy behind the current paradigm in data security: prevent all breaches at all times. Towards that end, existing a…
  • College: College of Engineering (COE)
  • Inventors: Koksal, C. Emre
  • Licensing Officer: Hong, Dongsung

Virtual image generation of immunohistochemical stained tissue sections using an artificial neural network
TS-039781 — Realistic immunohistochemical stained tissue section databases for training, certification, and machine standards.
Immunohistochemistry (IHC) is used to determine antigen distribution in a tissue and is widely used for diagnosis of cancers and other diseases. Diagnostic and research laboratories in the United States use locally devised IHC tissue slide preparation and scanning protocols to check scanner perfor…
  • College: College of Medicine (COM)
  • Inventors: Gurcan, Metin; Lozanski, Gerard; Senaras, Caglar
  • Licensing Officer: Norris, Francis "Frank"

Sampling Method for Big Data Join Queries
TS-039364 — Tables of information are related using JOIN operators, a particular data point from table A is related with a data point from table B. This connectivity is a fundamental part of data analysis, allowing the user to run statistical analysis to find trends. When using large data sets too much inform…
  • College: College of Engineering (COE)
  • Inventors: Nandi, Arnab; Kamat, Niranjan
  • Licensing Officer: Hong, Dongsung

ICARUS: Interactive Cleaning and Rule System
TS-039363 — User friendly database validation software
Data sets are booming larger and more complex, in order to use big data ideas all the data must be stored in an organized manner. Data cleaning is the process of removing corrupted records from a set of data, with the problematic data being updated or removed. Data validation is the process of con…
  • College: College of Engineering (COE)
  • Inventors: Nandi, Arnab; Hebert, Courtney; Rahman, Protiva
  • Licensing Officer: Hong, Dongsung

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