Search Results - computing+%26+information+technology

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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: 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: 1/28/2026   |   Inventor(s): Yalin Wang, Mohammad Farazi, Yanxi Chen
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Medical Imaging, Neurodegenerative Disease Technologies, Life Science (All LS Techs)
Computational Method to Identify Protein Hotspots and Allosteric Sites
Invention Description Protein allostery is important in many biological processes and drug development. Understanding the mechanisms involved would be highly beneficial for therapeutic interventions. Existing techniques focus primarily on equilibrium dynamics and network analysis for allosteric interaction mapping. Unfortunately, these are limited...
Published: 1/12/2026   |   Inventor(s): Paul Campitelli, Tushar Modi, Sefika Banu Ozkan
Keywords(s):  
Category(s): Vaccines/Antimicrobials, Proteomic Assays/Reagents/Tools, Life Science (All LS Techs), Computing & Information Technology, Artificial Intelligence/Machine Learning
Computational Method to Identify Mutational Epistasis in Proteins
Invention Description Viral evolution, particularly rapid viral evolution, can lead to the emergence of variants of concern. In order to develop effective antiviral strategies, it is essential to understand the molecular mechanisms driving these adaptations. Some research has focused on identifying adaptive mutations and how they impact protein structure...
Published: 1/12/2026   |   Inventor(s): Paul Campitelli, Nicholas Ose, Tushar Modi, Ismail Can Kazan, Sefika Banu Ozkan
Keywords(s):  
Category(s): Vaccines/Antimicrobials, Life Science (All LS Techs), Computing & Information Technology, Artificial Intelligence/Machine Learning, COVID-19, SARS-CoV-2, Coronavirus
GLIMMER: Advanced Blood Glucose Prediction Model for Type 1 Diabetes
Invention Description Type 1 diabetes (T1D) is an autoimmune disease where the body attacks and destroys insulin-producing beta cells in the pancreas and affects nearly 10 million people globally. Because glucose needs to be continuously monitored for precise insulin dosing, managing T1D is challenging. While automated insulin delivery (AID) systems...
Published: 11/18/2025   |   Inventor(s): Hassan Zadeh, Saman Khamesian
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Life Science (All LS Techs), Medical Devices, Educational
Decentralized Excitable Integral Reinforcement Learning (dEIRL) for Hypersonic Vehicles
Continuous-time reinforcement learning (CT-RL) algorithms hold great promise in real-world control applications. Adaptive dynamic programming (ADP)-based CT-RL algorithms, especially their theoretical developments, have achieved great successes. However, these methods have not been demonstrated for solving realistic or meaningful learning control problems....
Published: 9/19/2025   |   Inventor(s): Brent Wallace, Jennie Si
Keywords(s):  
Category(s): Applied Technologies, Artificial Intelligence/Machine Learning, Computing & Information Technology, Intelligence & Security, Physical Science
Novel Framework for Diagnosing Spatial Representativeness Ground Snow Stations in Variable Terrain
Background Ground-based snow monitoring stations have long supported water management, forecasting, and planning. Recent advancements in remote sensing technology have improved the ability to monitor snow cover at broader scales. Satellite imagery, such as that from the Moderate Resolutiion Imaging Spectroradiometer (MODIS), have been used to track...
Published: 9/19/2025   |   Inventor(s): Zhaocheng Wang, Enrique Vivoni, Jaya Venkatesh Jaya Baskar, Maneesh Sarma Sistla Naga Sai
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Environmental, Imaging, Physical Science, Wireless & Networking
System and Methods for Epipolar Plane Imaging in Event-Based Cameras for Depth Estimation
Event-based cameras that asynchronously detect changes in pixel brightness with high temporal resolution, high dynamic range, and low-power, have been very successful for robotic vision and autonomous navigation. Depth estimation from monocular or stereo event cameras is an important task which helps improve downstream robotic localization and mapping...
Published: 9/18/2025   |   Inventor(s): Joshua Rego, Sanjeev Koppal, Suren Jayasuriya
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Cybersecurity, Intelligence & Security, Physical Science, Imaging
Excitable Integral Reinforcement Learning (EIRL)
This algorithm is developed in the field of control systems for control of affine nonlinear continuous time (CT) systems, which include important application areas such as robotics and autonomous systems, aerospace, manufacturing, and process control. This invention falls under the class of continuous-time reinforcement learning (CT-RL) control algorithms....
Published: 9/12/2025   |   Inventor(s): Jennie Si, Brent Wallace
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Physical Science, Applied Technologies, Computing & Information Technology, Intelligence & Security
Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rollout Algorithms
Modern AI for strategic games including chess has evolved from early rule-based systems such as brute force engines that relied on handcrafted heuristics and exhaustive search, to sophisticated learning-based methods that can create and refine their own strategies. Reinforcement learning (RL) programs including Alpha Zero mastered chess starting with...
Published: 9/9/2025   |   Inventor(s): Dimitri Bertsekas, Yuchao Li, Atharva Gundawar
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Physical Science
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