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Transportation Infrastructure Degradation Prediction Using Artificial Intelligence
Automated infrastructure: Integration of diverse data
Invention Summary:
The degradation monitoring of infrastructure, such as roads and railways, in the US faces challenges due to the vastness of the network and limited resources for continuous inspection. Artificial Intelligence (AI) can play a vital role by predicting infrastructure degradation...
Published: 8/15/2023
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Inventor(s): Xiang Liu
Keywords(s): Data Science
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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A method for inferring individual capabilities from team performance
Invention Summary:
In today's dynamic world, assembling effective teams is crucial for success in various fields. By analyzing past performance, personality traits, and skill sets, predictive models can provide insights into the potential synergy or conflicts that may arise among team members. This prediction is invaluable as it enables...
Published: 7/23/2023
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Inventor(s): Patrick Shafto, Wei-Ting Chiu, Pei Wang
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms
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Face Recognition of Low-resolution Images Based on Feature Super Resolution Method
Invention Summary:
Face recognition is a highly active research area due to increasing security and commercial demands. However, recognition of low-resolution (LR) images in surveillance systems remains a challenge.
Rutgers researchers proposed an improved CNN network that utilizes pre-trained ResNet as the backbone for recognizing both...
Published: 10/12/2023
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Inventor(s): Lingyi Xu, Zoran Gajic
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms
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Spreadsheet for Load Rating of Gusset Plate
Gusset plate
Invention Summary:
Gusset Plates are essential components of steel bridges and used to connect beams and columns. Concerns about the safety and reliability of gusset plates have been brought up to the bridge community after the collapse of the I-35W Bridge in Minneapolis in 2007. An essential aspect to ensure public safety as well...
Published: 7/10/2023
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Inventor(s): Chan Yang, Peng Lou, Hani Nassif
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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Finite-Element-based Methodology for Training Neural Network Surrogate Models
Comparison between FEM and predicted FE-PINN solutions for x-displacement, ux and y-displacement, uy.
Invention Summary:
The finite element method (FEM) has emerged as a powerful technique for modeling physical problems in various disciplines. Such models can be very accurate and fully interpretable, but usually have relatively larger computational...
Published: 7/3/2023
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Inventor(s): Ryan Sills
Keywords(s):
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Improving Object Detection and Instance Segmentation of Eukaryotic Cells Using Semantic Aware Data Augmentation
Invention Summary:
Machine Learning and Artificial Intelligence (AI)-Driven analysis have provided great advancements in microscopic imaging in the Biomedical field. The efficacy of many of these systems relies on the availability of many well-defined and empirically annotated images to serve as training data to teach such advanced...
Published: 5/18/2023
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Inventor(s): Dongfang Liu, Alireza Naghizadeh
Keywords(s):
Category(s): Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms
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Bact-Builder
Invention Summary:
Mycobacterium tuberculosis infects a quarter of the world's population and was the second leading infectious disease killer after SARS-CoV-2 in 2020. The H37Rv strain of M. tuberculosis is widely used in laboratory experiments, but current genome assembly tools are unreliable and lack consistency.
Rutgers researchers...
Published: 5/8/2023
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Inventor(s): Alland, David, Poonam Chitale, Alexander Lemenze
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Copyright
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Method to Detect Suspicious In-Baggage Object Using Commodity WiFi
An illustration of the system developed to use WiFi signal to detect objects of different materials.
Invention Summary:
To help keep consumers safe, airports and many facilities deploy different kinds of screening equipment to scan baggage and other items. Traditional in-baggage suspicious object detection involves either manual examination...
Published: 5/17/2023
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Inventor(s): Yingying Chen, Chen Wang, Jian Liu, Hongbo Liu, Yan Wang
Keywords(s): Electronics, Sensors & Probes, Wireless
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Telecommunications & Networking, Technology Classifications > Artificial Intelligence & Machine Learning
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Bioinformatic Methods for Determining Resistance to Cancer Treatments
Invention Summary:
Determining resistance to chemotherapy treatments for specific types of cancer (e.g., prostate, lung, breast, etc.,) as early as possible can prolong patients' lives by enabling them to be treated with other, and hopefully, more effective treatments as soon as possible.
Researchers at Rutgers University have...
Published: 8/7/2023
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Inventor(s): Antonina Mitrofanova, Sukanya Panja, Sarki Abdulkadir, Vishal Kothari, Edward Schaeffer
Keywords(s): Bioinformatics, Biomarkers, Digital Health, Prostate Cancer
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Cancer, Technology Classifications > Healthcare & Life Sciences
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SYNTHETIC DATA GENERATION WHILE PRESERVING OBSERVABLE AND MISSING DATA DISTRIBUTIONS
Model illustrating synthetic data generation
Invention Summary:
Developers and analysts often require large, accurately labeled datasets when training AI models, though it can be unrealistically time-consuming and expensive, and in many cases impossible due to privacy and confidentiality, to obtain real-world datasets. Algorithms...
Published: 8/8/2023
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Inventor(s): Jaideep Vaidya, Hafiz Asif, Xinyue Wang
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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