Search Results - artificial+intelligence%2fmachine+learning

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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   |   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   |   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
Deep Neural Data-Driven Koopman Fractional Control for Worm Robots
Invention Description Worms are a fascinating model for bio-inspired robotics as they exhibit remarkable adaptability, agility and efficiency in navigating environments. Studying their biomechanics and behaviors provides insights into locomotion principles which can translate into novel robot systems. Bio-inspired worm robots can operate in environments...
Published: 2/26/2026   |   Inventor(s): Sangram Redkar, Mehran Rahmani
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Manufacturing/Construction/Mechanical, Medical Devices, Physical Science, Applied Technologies
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   |   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   |   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: 2/26/2026   |   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: 2/26/2026   |   Inventor(s): Mohamed Hamza, Aditi Chattopadhyay
Keywords(s):  
Category(s): Advanced Materials/Nanotechnology, Artificial Intelligence/Machine Learning, Manufacturing/Construction/Mechanical, Physical Science
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: 2/26/2026   |   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: 2/26/2026   |   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: 2/26/2026   |   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
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