Search Results - artificial+intelligence%2fmachine+learning

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Analysis and Design Software to Enable a Sustainable Circular Economy of Multilayer Barrier Films
Background Many companies have made sustainability pledges like having net-zero greenhouse gas emissions and eliminating plastic waste. However, few tools are available to guide industry transition toward this future while remaining profitable. The complex multi-material structures of plastics and multilayer materials pose significant challenges for...
Published: 7/24/2025   |   Inventor(s): Bhavik Bakshi, Farshid Nazemi
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Environmental
NYC CrimeWatch: Crime Analysis Tool
Background There have been growing concerns relating to public safety and law enforcement in urban environments, particularly in New York City. The interconnected nature of mass shootings, hate crimes, and criminal complains remains a matter of significant concern. This has prompted the need for a comprehensive and data-driven approach to understand...
Published: 7/24/2025   |   Inventor(s): Srividya Bansal, Amarjeet Singh, Subham Kumar
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Wireless & Networking
Adversarial Text Purification: Large Language Model Approach for Defense
Background Adversarial purification is a defense mechanism for safe-guarding classifiers against adversarial attacks without knowing the type of attacks or training of the classifier. These techniques analyze and eliminate adversarial perturbations from the attacked inputs, and help to restore purified samples that retain similarity to the attacked...
Published: 6/27/2025   |   Inventor(s): Raha Moraffah, Shubh Khandelwal, Amrita Bhattacharjee, Huan Liu
Keywords(s): Artificial Intelligence, Defense Applications, Machine Learning, Natural Language Processing, Security, Text Mining
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Applied Technologies, Cybersecurity
Self-Supervised Quantization-Aware Knowledge Distillation
Background Deep neural networks (DNNs) are an important tool in enhancing deep learning capabilities, but they have substantial computational and memory requirements. Quantization is one of the important model compression approaches to address the mismatch between resource-hungry DNNs and resource-constrained devices, by converting the full-precision...
Published: 6/27/2025   |   Inventor(s): Kaiqi Zhao, Ming Zhao
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Wireless & Networking
Vibr-eau: Emulating Fluid Behavior in Vessel Handling through Vibrotactile Actuators
Background In virtual reality, the utilization of technology that uses touch and vibrations to communicate with users, simulating tactile sensations like pressure, resistance, and texture (haptic feedback), is often quite unrealistic when users engage with virtual fluids. Vibrotactile actuators are small motors or vibrators that generate haptic feedback,...
Published: 6/23/2025   |   Inventor(s): Frank Liu, Robert LiKamWa, Ryan Wirjadi, Shiling Dai, Yanjun Lyu
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Wireless & Networking, Physical Science, Intelligence & Security
Combating Potential Misinformation in Journalism: A Hybrid Framework using LLMs and Heuristic Approaches
Background The rapid dissemination of news is an important factor for the global population to stay up to date with current events, or to make well-informed decisions in dynamic sectors like the stock market. Journalists typically include large amounts of quantitative information using data visualization to help enhance accessibility and comprehension...
Published: 6/17/2025   |   Inventor(s): Arlen Fan, Fan Lei, Steven Corman, Ross Maciejewski
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Physical Science, Cybersecurity
Methods and Systems for Detecting Disinformation Generated by Large Language Models
Background The rapid dissemination of news is an important factor for the global population to stay up to date with current events, or to make well-informed decisions in dynamic sectors like the stock market. Journalists typically include large amounts of quantitative information using data visualization to help enhance accessibility and comprehension...
Published: 6/17/2025   |   Inventor(s): Bohan Jiang, Zhen Tan, Ayushi Nirmal, Huan Liu
Keywords(s): Data Mining, Disinformation, Large Language Model, Machine Learning
Category(s): Cybersecurity, Physical Science, Artificial Intelligence/Machine Learning
Environment Semantic Communication: Enabling Distributed Sensing Aided Networks
Background Millimeter-wave (mmWave) and terahertz (THz) frequency bands are growing in prevalence in current and future communication systems. These frequency ranges provide higher bandwidths, which enable the communication systems to efficiently meet the higher data requirements of high speed applications including augmented or virtual reality, autonomous...
Published: 6/13/2025   |   Inventor(s): Ahmed Alkhateeb, Gouranga Charan, Shoaib Imran
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Wireless & Networking, Environmental
Dynamic-based Computational Drug Design Strategy for WW Domains
Understanding the relationship between protein sequence-structure and binding dynamics is not well understood. Of particular interest is the ability to relate foldability and function of a protein and the ability to characterize how foldability and binding change based on mutations in the protein sequence. WW domains are one of the most abundant independently...
Published: 6/3/2025   |   Inventor(s): Jin Lu, Ismail Can Kazan, Sefika Banu Ozkan
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Life Science (All LS Techs), Proteomic Assays/Reagents/Tools
DGR-MIL: Diverse Global Representation in Multiple Instance Learning
Histological whole slide image (WSI) processing techniques are critical for identifying and classifying tissues, particularly cancerous tissues. AI-aided methods for analyzing these WSIs have become increasingly important to enhance diagnostic precision and high throughput processing. However, WSIs have gigapixel resolution, leading to computational...
Published: 5/28/2025   |   Inventor(s): Wenhui Zhu, Xiwen Chen, Peijie Qiu, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs)
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