Search Results - artificial+intelligence%2fmachine+learning

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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)
System and Method for Micromechanics Simulation
Invention Description Heterogeneous composite materials, such as ceramic matrix composites (CMCs), are increasingly employed in high-temperature and extreme-environment applications due to their superior specific strength, thermal stability, and damage tolerance. The macroscopic response of these materials is governed by complex interactions among...
Published: 1/26/2026   |   Inventor(s): Mohamed Hamza, Aditi Chattopadhyay
Keywords(s):  
Category(s): Advanced Materials/Nanotechnology, Artificial Intelligence/Machine Learning, Manufacturing/Construction/Mechanical, Physical Science
Dynamic Airspace Sectorization Framework
Invention Description The rapid growth of air traffic has placed increasing strain on modern Air Traffic Management (ATM) systems, particularly in congested airspaces where safety and efficiency are critical. Traditional static airspace sectorization methods are increasingly inadequate for handling dynamic traffic patterns and uneven workload distribution...
Published: 1/15/2026   |   Inventor(s): Yongming Liu, Qihang Xu, Yutian Pang
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Intelligence & Security
Method for Prominent Point Scatterer Detection and Tone Mapping in Image Processing
Invention Description Detecting bright point scatterers is important to quality assessments of sonar, radar and medical imaging systems, particularly as it pertains to resolution characterization. Prominent, or coherent, scatterers are typically detected using thresholding techniques in addition to statistical measures in the detection processing chain....
Published: 1/15/2026   |   Inventor(s): Gregory Vetaw, Suren Jayasuriya
Keywords(s):  
Category(s): Imaging, Physical Science, Artificial Intelligence/Machine Learning, Intelligence & Security, Environmental, Medical Imaging
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
Multiomic Approaches to Pediatric Inflammatory Bowel Disease
Invention Description Pediatric Inflammatory Bowel Disease (IBD), encompassing Crohn’s Disease and Ulcerative Colitis, presents significant clinical challenges due to its complex and heterogeneous nature, often leading to lifelong health complications. Current diagnostic and therapeutic strategies are limited by an incomplete understanding of...
Published: 1/17/2026   |   Inventor(s): Todd Sandrin, Peter Jurutka, Haiwei Gu, Brad Pasternak
Keywords(s):  
Category(s): Applied Technologies, Diagnostic Assays/Devices, Life Science (All LS Techs), Pharmaceuticals, Proteomic Assays/Reagents/Tools, Artificial Intelligence/Machine Learning
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
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