Search Results - artificial+intelligence%2fmachine+learning

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AI-Powered Skill Assessment and Credentialing System for Interactive Digital Applications
Invention Description Interactive digital applications like video games, simulations, and virtual training environments are valuable tools for learning and professional development, offering dynamic environments that facilitate complex problem-solving and collaboration in dynamic, unstructured situations. However, effectively measuring the knowledge...
Published: 4/10/2026   |   Updated: 4/10/2026   |   Inventor(s): Mark Ollila, Mark Naufel, Elina Ollila
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Educational, Physical Science
AI-Driven Security Framework for Over-the-Air Computation in Concentrated Solar Power Systems
Invention Description Concentrated Solar Power (CSP) systems increasingly rely on real-time data aggregation through advanced communication frameworks such as Over-the-Air Computation (AirComp) in emerging 6G-IoT environments. However, these systems are vulnerable to signal interference and jamming attacks, which can disrupt data transmission and compromise...
Published: 4/9/2026   |   Updated: 4/9/2026   |   Inventor(s): Eirini Eleni Tsiropoulou, Dipanjan Adhikary
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Energy & Power, Environmental, Physical Science, Intelligence & Security
GPU Accelerated Sparse Inverse Factor Matrix-Vector Multiplication Solver
Invention Description Solving systems of linear equations (Ax = b) is a fundamental yet computationally intensive task in engineering applications, especially in power system simulations, where such operations often dominate execution time. Current power system simulators predominantly rely on LU decomposition-based linear solvers for transient simulations,...
Published: 4/1/2026   |   Updated: 4/1/2026   |   Inventor(s): Amarsagar Reddy Ramapuram Matavalam, Ravi Teja Alla
Keywords(s):  
Category(s): Energy & Power, Computing & Information Technology, Physical Science, Artificial Intelligence/Machine Learning
MetaVIn: Atmospheric Turbulence Strength Estimation
Invention Description Long-range image analysis presents a significant challenge in computer vision, primarily due to atmospheric turbulence. The spatiotemporal variation in the medium's refractive index causes light ray bending, resulting in image degradation, specifically blurring and geometric deformation. Traditional estimation methods for...
Published: 3/19/2026   |   Updated: 3/19/2026   |   Inventor(s): Ripon Kumar Saha, Suren Jayasuriya
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Intelligence & Security, Imaging, Physical Science
CRoP: Adaptive Pruning for Personalized and Robust Static Human-Sensing Using Pre-Trained Models
Invention Description Personalized human-sensing systems, especially in clinical and health applications, often struggle with limited user-specific data and significant variability between individuals. Differences in physiology, behavior, and environmental conditions can cause performance drops when models trained on general datasets are applied to...
Published: 3/18/2026   |   Updated: 3/18/2026   |   Inventor(s): Asif Salekin
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Life Science (All LS Techs), Medical Diagnostics/Sensors
Design, Contact Modeling, and Collision-inclusive Planning of a Dual-stiffness Aerial RoboT (DART)
Invention Description Collision-resilient quadrotors are designed to leverage impacts and perform agile maneuvers in cluttered environments; however, current models face a trade-off between two limited modes: Rigid protection and flexible adaptation. With rigid protection designs, there are safeguards that prevent damage, but they cannot deform to...
Published: 3/4/2026   |   Updated: 3/4/2026   |   Inventor(s): Yogesh Kumar, Karishma Patnaik, Wenlong Zhang
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Physical Science, Computing & Information Technology
RetinalGPT: Multimodal Large Language Model for Retinal Image Analysis
Invention Description Multimodal large language models (MLLMs) have shown strong potential in analyzing complex data types such as images, video, and audio, prompting growing interest in their use for medical applications. While several general-domain MLLMs have been adapted for healthcare tasks, including retinal imaging, their performance remains...
Published: 2/27/2026   |   Updated: 2/27/2026   |   Inventor(s): Yalin Wang, Xin Li, Wenhui Zhu, Oana Dumitrascu
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Diagnostic Assays/Devices, Imaging, Life Science (All LS Techs), Medical Imaging
Fast, Accurate Measurement of the Worker Populations of Honey Bee Colonies
Invention Description Assessing honeybee worker populations is a critical index for monitoring colony health, productivity, and survivability in both agricultural and natural ecosystems. While essential for hive management, traditional population measurement techniques remain the industry standard despite being inherently labor-intensive and disruptive...
Published: 2/26/2026   |   Updated: 2/2/2026   |   Inventor(s): Jun Chen, Junmin Zhong, Jon Harrison
Keywords(s): Agriculture and Animal Science
Category(s): Agriculture/Animal Health, Artificial Intelligence/Machine Learning, Life Science (All LS Techs)
Exploiting Vulnerabilities and Security Threats in Retrieval-Augmented Generative Models: The LIAR Attack Framework
Invention Description Retrieval-Augmented Generative (RAG) models boost generative AI’s accuracy by connecting large language models (LLMs) with the most current, external, knowledge sources. RAG models are widely used in fact-checking, information retrieval, and AI-driven search engines. Despite their utility, adversarial threats can exploit...
Published: 2/26/2026   |   Updated: 1/30/2026   |   Inventor(s): Zhen Tan, Chengshuai Zhao, Raha Moraffah, Huan Liu
Keywords(s): Artificial Intelligence, Data Mining, Large Language Models, Machine Learning, Natural Language Processing
Category(s): Artificial Intelligence/Machine Learning, Cybersecurity, Computing & Information Technology, Intelligence & Security, Physical Science
Systems and Methods for 3D Volumetric Mesh Transformer
Invention Description Conducting learning-based models on large-scale unstructured geometric data, particularly volumetric 3D meshes, remains a significant challenge. While previous methods have employed graph convolutional approaches, they suffer from high space complexity, limiting efficient mini-batch training, as well as fixed short-range feature...
Published: 4/8/2026   |   Updated: 1/27/2026   |   Inventor(s): Yalin Wang, Mohammad Farazi, Yanxi Chen, Yujian Xiong
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Medical Imaging, Neurodegenerative Disease Technologies, Life Science (All LS Techs)
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