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Reinforcement Learning with Optimization-Based Policy
THE CHALLENGE Complex systems—such as energy grids, supply chains, and transportation networks—require intelligent decision-making to coordinate interconnected operations and adapt in real time to uncertainty and change. Traditional optimization tools are fast and reliable but often rigid, relying on fixed models that don’t cope...
Published: 7/3/2025   |   Inventor(s): Ming Jin
Keywords(s):  
Category(s): Technology Classifications > Software, Technology Classifications > Computer Science
Method for the Image Processing, Grading and Assessment of Coins
THE CHALLENGE The major challenge in coin grading lies in the industry’s heavy reliance on expert human inspection, which is slow, costly, and inconsistent—posing a bottleneck in a fast-growing market driven by online trading and auctions. Despite early attempts at automation using image analysis techniques like template matching, color-space...
Published: 7/3/2025   |   Inventor(s): Luke Lester, Creed Jones, jianzhu chen, Michael Trail, Madalyn Killian, Mohammed Humadi, Christopher Fritsch
Keywords(s):  
Category(s): Technology Classifications > Software, Technology Classifications > Computer Science
Broadband End-fed Coaxial Collinear Antenna Design
THE CHALLENGE The core challenge in today’s VHF/UHF antenna market lies in balancing high-performance technical requirements with practical business needs such as cost, durability, and ease of deployment. Existing antenna designs—like traditional coaxial collinear and dipole systems—often suffer from narrow bandwidth and unstable...
Published: 7/3/2025   |   Inventor(s): Majid Manteghi, Ali Hosseini-Fahraji
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Electronics
Semi-Automated Labeling for Machine Learning
THE CHALLENGE In AI-driven technologies—such as autonomous vehicles, robotics, and surveillance systems—the costly and time-consuming process of labeling visual data used to train machine learning models has always been a problem. Traditional manual annotation methods require significant human effort, leading to high operational costs and...
Published: 6/25/2025   |   Inventor(s): Emerson Dove, Daniel Doyal, Jonathan Black
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software
Wearable Supercomputing platform for Search-and-Rescue Operations
THE CHALLENGE Each year, thousands of people go missing in the United States. Coordinated search and rescue operations provide the best chance to locate a missing individual alive. In remote areas, challenging terrain and other search constraints represent a barrier to human searchers. Unmanned aerial vehicles (UAV) can more easily explore difficult...
Published: 6/26/2025   |   Inventor(s): Chinmaya Patnayak, Ryan Williams, James Mcclure, Nicole Abaid, Nathan Lau, Kevin Smith, Larkin Heintzman
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Engineering
YTH Domain-Containing Family Protein 1 (YTHDF1): A Novel Therapeutic Target for Alzheimer’s Disease
Advantages: A novel method for targeting m6A methylation via YTHDF1 offers a potential therapy for tauopathies and Alzheimer’s disease YTHDF1 reduces neuroinflammation in Alzheimer’s disease by downregulating pro-inflammatory genes like Ccl6 and Cst7 Enhance working memory and reduce hyperactivity in tauopathy, suggesting cognitive...
Published: 5/11/2025   |   Inventor(s): Gopal Thinakaran, Shuai Wang
Keywords(s): Animal Models, Neurodegenerative Diseases
Category(s): Technology Classifications > Medical > Neuroscience, Technology Classifications > Medical > Therapeutics, Technology Classifications > Computer Science
A Reconfigurable Intelligent Surfaces Controller Mechanism for Geofencing
THE CHALLENGE In the rapidly evolving field of wireless communications, the advent of 5G and the forthcoming 6G technologies have significantly increased the demand for high-speed, reliable connectivity. As wireless networks are deployed in diverse and complex environments such as conference rooms, secure facilities, and urban areas, there is a crucial...
Published: 6/26/2025   |   Inventor(s): André Gonçalves, Jacek Kibilda, Luiz da Silva
Keywords(s):  
Category(s): Technology Classifications > Electronics, Technology Classifications > Computer Science
Demand-adaptive Memory Compression in Hardware
THE CHALLENGE The density scaling of computer memory has lagged behind central processing units (CPUs) and storage creating a cost bottleneck in data centers and cloud computing. To help logically scale up memory density, operating systems (OSes) today compress and pack more values into the same physical amount of memory. To minimize the impact on...
Published: 6/26/2025   |   Inventor(s): Xun (Steve) Jian, Gagandeep Panwar, Muhammad Laghari, Yuqing Liu
Keywords(s):  
Category(s): Technology Classifications > Computer Science
GazePair: Efficient Pairing of Mixed Reality Devices Using Gaze Tracking
THE CHALLENGE Mixed reality (MR) devices, encompassing both augmented and virtual reality technologies, are rapidly gaining traction for their potential to revolutionize various sectors, including gaming, healthcare, education, logistics, and military applications. As these devices become increasingly integrated into our daily lives, the need for seamless...
Published: 6/25/2025   |   Inventor(s): Bo Ji, Matthew Corbett, Jiacheng Shang
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Communication, Technology Classifications > Security
Quantum Heuristics for Solving Complex Computational Problems
THE CHALLENGE Optimizing solutions to complex problems with multiple constraints is difficult to achieve. Analytical and practical evidence indicates the advantage of quantum computing solutions over classical alternatives. Quantum-based heuristics relying on the variational quantum eigensolver (VQE) and the quantum approximate optimization algorithm...
Published: 6/25/2025   |   Inventor(s): Vassilis Kekatos, Sarthak Gupta
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Quantum Computing
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