Search Results - artificial+intelligence%2fmachine+learning

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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
AI-Accelerated Parallel Power Flow Analysis in Electrical Power Grids
Background Modern electrical grids tend to have higher penetration of intermittent energy sources. The grid infrastructure is also more susceptible to physical damage due to increased extreme weather events. Grid operators have to run multiple power flows for different scenarios in real time to continuously monitor the system states and make necessary...
Published: 8/21/2025   |   Inventor(s): Amarsagar Reddy Ramapuram Matavalam, Shaban Ghias Satti
Keywords(s):  
Category(s): Energy & Power, Physical Science, Artificial Intelligence/Machine Learning
Multi-Parameter Simulation Generative Adversarial Network (MPS-GAN)
Background Quality in manufacturing ensures the adherence of built products to the specifications set by the designer and their proper functioning when put into operation. An important factor influencing products’ quality is the contamination of process (or build) parameters used during the manufacturing process. The choice of these build conditions...
Published: 8/21/2025   |   Inventor(s): Shenghan Guo, Hasnaa Ouidadi
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Wireless & Networking, Applied Technologies
Machine Learning-Enhanced Aircraft Landing Schedule Algorithm
Background The civil aviation industry is losing air traffic control talents during a time when the need for maintaining daily operations is surging. This situation leads to increased operational costs, higher safety concerns, an elevated workload for air traffic controllers, and frequent flight delays. It is reported that 20% of the civil flights...
Published: 8/21/2025   |   Inventor(s): Yongming Liu, Yutian Pang, Jueming Hu
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Applied Technologies
Exploiting Class Probabilities for Black-Box Sentence-Level Attacks
Background Text classification models have become increasingly prevalent in cybersecurity applications, but remain susceptible to adversarial examples (e.g., carefully crafted sentences with human-unrecognizable changes to the inputs, that are misclassified). Adversarial attacks provide profound insights into the classifiers’ vulnerabilities,...
Published: 9/15/2025   |   Inventor(s): Raha Moraffah, Huan Liu
Keywords(s): Machine Learning, Natural Language Processing, Red teaming, Security
Category(s): Physical Science, Applied Technologies, Artificial Intelligence/Machine Learning, Cybersecurity
Rapid Culture-Free Large-Volume Scattering Imaging for UTI Pathogen Detection and Antibiotic Susceptibility Testing
Antibiotic resistance is a significant public health threat, in part due to the misuse and overuse of broad-spectrum antibiotics. Most antimicrobial susceptibility testing (AST) techniques are slow and culture-based, taking days to produce results, which delays treatment and can put patients at risk. Dipstick-type tests and manual microscopy are faster,...
Published: 8/5/2025   |   Inventor(s): Shaopeng Wang, Brandyn Braswell, Jiapei Jiang
Keywords(s):  
Category(s): Diagnostic Assays/Devices, Artificial Intelligence/Machine Learning, Life Science (All LS Techs), Medical Diagnostics/Sensors, Medical Imaging
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: 9/9/2025   |   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
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