Search Results - dingcheng+luo

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Enhancing Fairness Through Aleatoric Uncertainty
Background In recent years, advancements in machine learning have revolutionized various domains, but concerns about bias and unfairness in automated decision-making systems have gained significant attention. One of the causes of unfairness in AI systems is the reliance on training data. Aleatoric uncertainty refers to the inherent randomness or variability...
Published: 8/7/2024   |   Inventor(s): Anique Tahir, Lu Cheng, Huan Liu
Keywords(s): Artificial Intelligence, Machine Learning
Category(s): Physical Science, Computing & Information Technology, Intelligence & Security
Infinite-dimensional integrated digital image correlation (IDIC)
Background Digital image correlation (DIC) methods are common in laboratory experi­ments. Often termed two-dimensional digital image correlation (2D-DIC), the method uses a camera to acquire images of a planar object that is deforming nominally within the specimen surface plane that is being imaged. DIC algorithms typically perform the image registration...
Published: 7/2/2024   |   Inventor(s): Omar Ghattas, Joseph Kirchhoff, Thomas O’Leary Roseberry, Dingcheng Luo
Keywords(s):  
Category(s): Computer software > Modeling and simulation, Computer software > Image analysis, Computer software > Research tool, Physical sciences, Physical sciences > Aerospace, Physical sciences > Defense, Physical sciences > Environment, Physical sciences > Materials, Software
ONE GRAM PENNY-SIZED WIRELESS EEG RECORDING PATCH FOR LONG-TERM MENTAL HEALTH MONITORING
ONE GRAM PENNY-SIZED WIRELESS EEG RECORDING PATCH FOR LONG-TERM MENTAL HEALTH MONITORING Researchers at Stanford have developed a wearable patch that allows for continuous mental health monitoring via electroencephalogram (EEG) recording. EEG technology was developed during the advent of neuroscience nearly a century and a half ago. EEG technology...
Published: 8/17/2023   |   Inventor(s): Ada Poon, Cheng Chen, Joonseok Yang, Hui Wang
Keywords(s): EEG, Neurology, Wearable
Category(s): Technology Classifications > Engineering
y-AApeptide-based long-acting pan-coronavirus fusion inhibitor with dual targets in spike protein and oral bioavailability
­Advantages: S-20-1 demonstrates potent inhibitory action, this broad-spectrum activity suggests that S-20-1 could be effective against a wide range of coronaviruses, making it a valuable candidate for pandemic preparedness and management. The research provides insights into the mechanism of action of S-20-1, demonstrating its ability to bind...
Published: 9/25/2023   |   Inventor(s): Jianfeng Cai, Shibo JIANG, Lu LU, Songyi XUE, Xinling WANG, Lei WANG, Wei XU, Shuai XIA
Keywords(s): Drug Discovery, Immunology
Category(s): Technology Classifications > Medical > Biotechnology
Novel Multi-Omics Aging Clock
­A multi-omics clock analyzes multiple layers of omics data with machine learning to predict remaining lifespan of mammals, particularly for animal model studies. Large omics data sets may be used from combinations of genomics, proteomics, lipids, etc. available from blood or other simple sample collection. This tool can robustly capture changes...
Published: 3/12/2024   |   Inventor(s): George Sutphin, Samuel Freitas, Megha Padi, Chen Chen
Keywords(s):  
Category(s): Technology Classifications > Life Sciences > Biomarkers, Technology Classifications > Research Tools > Animal Models, Technology Classifications > Research Tools > Screening assays, Technology Classifications > Research Tools > Simulators and Modeling Tools
Autonomous Drone for railroad track inspection
Reference #: 01564 The University of South Carolina is offering licensing opportunities for Autonomous Drone for railroad track inspection Background: The current practices suffer from three main drawbacks: 1) Human pilot cost is significant. The schedule of the drone-based track inspection is contingent on the pilot’s availability rather than...
Published: 3/15/2023   |   Inventor(s): Yu Qian, Yi Wang, Chen Chen
Keywords(s): autonomous drone, flight control, image processing, railroad track inspection, self-navigation
Category(s): Engineering and Physical Sciences
Unsupervised Cyberbullying Detection Via Time-Informed Gaussian Mixture Model
Background Cyberbullying, defined as “aggressively intentional acts carried out by a group or an individual using electronic forms of contact, repeatedly or over time against victims who cannot easily defend themselves,” has been rising at an alarming rate. Previous research has found that nearly 43% of teens in the United States have been...
Published: 2/23/2023   |   Inventor(s): Lu Cheng, Kai Shu, Siqi Wu, Yasin Silva, Deborah Hall, Huan Liu
Keywords(s): Causal Learning, Data Mining, Machine Learning
Category(s): Wireless & Networking, Physical Science, Computing & Information Technology
Efficient Topic Tracking of Social Streaming Data for Disaster Support
Background Social media has become an indispensable tool in the face of natural disasters due to its broad appeal and ability to quickly disseminate information. For instance, Twitter is an important source for disaster responders to search for (1) topics that have been identified as being of particular interest over time, i.e., common topics such as...
Published: 2/23/2023   |   Inventor(s): Lu Cheng, Jundong Li, Kasim Candan, Huan Liu
Keywords(s): Causal Learning, Data Mining, Social Media
Category(s): Physical Science, Computing & Information Technology
Forward scanning vitrectomy OCT microprobe
Summary The practical employment of OCT probes in surgeries of solid organs or internal cavities has been limited by the lack of miniature forward-scanning probes. Dr. David Huang and colleagues have developed a small forward-scanning OCT vitrectomy probe that would allow for the incorporation of OCT into probe-guided procedures for a variety of organs. Technology...
Published: 9/26/2023   |   Inventor(s): David Huang, Yimin Wang, James Fujimoto, Chen Lu, David Wilson, John Stout
Keywords(s): Device, Device - Surgical, Imaging, Imaging - Other
Category(s): Device, Imaging
2015-671 Underground Shafts for Hydrogen Storage
SummaryResearchers at UCLA have developed an underground drilled shaft concept for storage of hydrogen or other gases.BackgroundOne challenge in creating a hydrogen economy is developing hydrogen gas storage solutions. Increased interest has helped the global hydrogen storage market grow to $2.6 billion in 2016, and it is expected to reach over $5...
Published: 7/19/2023   |   Inventor(s): Adrienne Lavine, Hossein Kavehpour, Dante Simonetti, Richard Wirz, Chen Chen, Gabriela Bran, Gopinath Warrier, Hamarz Aryafar, Jonathon Kennedy, Joshua Jordan, Keith Lovegrove
Keywords(s): Energy & Water
Category(s): Energy & Environment > Energy Generation > Solar, Energy & Environment > Energy Storage
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