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Machine-Learning-based Joint Doppler Estimation and Compensation in Underwater Acoustic Communications
A.) Summary figure of ML-driven technologies to improve underwater acoustic communication for a variety of applications. These technologies enhance image and video transmission while adapting for underwater conditions that may interfere with signal transmission. B.) Schematic for integration of JSCC, ASVTuw, and Doppler effect compensation technologies...
Published: 4/10/2025
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Inventor(s): Dario Pompili, Yung-Ting Hsieh
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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ASVTUW: ADAPTIVE SCALABLE VIDEO TRANSMISSION IN UNDERWATER ACOUSTIC MULTICAST NETWORKS
A.) Summary figure of ML-driven technologies to improve underwater acoustic communication for a variety of applications. These technologies enhance image and video transmission while adapting for underwater conditions that may interfere with signal transmission. B.) Schematic for integration of JSCC, ASVTuw, and Doppler effect compensation technologies...
Published: 4/10/2025
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Inventor(s): Dario Pompili, Zhuoran Qi
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Machine Learning-Driven Solutions for Enhanced Underwater Communication
A.) Summary figure of ML-driven technologies to improve underwater acoustic communication for a variety of applications. These technologies enhance image and video transmission while adapting for underwater conditions that may interfere with signal transmission. B.) Schematic for integration of JSCC, ASVTuw, and Doppler effect compensation technologies...
Published: 4/10/2025
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Inventor(s): Dario Pompili, Muhammad Khizar Anjum
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Multi‐modal composite modeling: modeling & material discovery for complex material and tissue synthesis
Invention Summary:
In 2021, there were over 200,000 traumatic brain injury (TBI) related hospitalizations and over 69,000 TBI-related deaths. Many more neurological diseases and injuries depend on research using brain tissue. Mechanical characterization of brain tissues (and other soft non-linear composites) and their computational modeling...
Published: 2/28/2025
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Inventor(s): Mohit Agarwal, Assimina Pelegri
Keywords(s):
Category(s): Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms
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Privacy Friendly Federated Missing Data Processing for Improved ML and Downstream Analysis
Cafe not only outperforms local and standard federated models but also surpasses centralized models that have full access to all the data, which is both surprising and groundbreaking.
Invention Summary:
Decentralized machine learning (ML) models, such as Federated Learning (FL), often face limitations due to incomplete data in distributed...
Published: 2/6/2025
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Inventor(s): Sitao Min, Jaideep Vaidya, Hafiz Asif, Xinyue Wang
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms
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Discriminating anti DDoS (DAD) Attacks
High level Architecture for Distributed anti Denial (DAD) of Service solution
Invention Summary:
With the increasing reliance on digital services, Distributed Denial of Service (DDoS) attacks have become one of the most challenging cybersecurity threats. These attacks aim to disrupt access to online resources by overwhelming servers with...
Published: 12/17/2024
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Inventor(s): Naftaly Minsky
Keywords(s): Cybersecurity, Networks
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Telecommunications & Networking
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Accelerated Image Reconstruction (MRI)
Comparison of the adaptive unrolled method's effectiveness against two other contemporary deep unrolling techniques (M1 and M2). M1 produces a blurry reconstruction, M2 results in a clear but structurally inaccurate output. In contrast, the adaptive unrolling method achieves reconstruction that closely matches the Ground Truth in both sharpness...
Published: 12/17/2024
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Inventor(s): Bingyu Xin, Dimitris Metaxas
Keywords(s):
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Artificial Intelligence & Machine Learning
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PRISM: Precise Identification of Species of the Microbiome
Invention Summary:
The human microbiome plays a critical role in health and disease, influencing conditions such as cardiovascular disease, cancer, and autoimmune disorders. However, analysis of microbial genetics data has struggled to overcome the effects of false positive and false negative data. Computational methods are further constrained...
Published: 12/17/2024
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Inventor(s): Bassel Ghaddar, Subhajyoti De
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Cancer, Technology Classifications > Diagnostics, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms
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Leveraging On‐board UAV Motion Estimation for Lightweight Macroscopic Crowd Identification
Crowd motion detected by our invention (top) versus competing algorithm (bottom)
Invention Summary:
Crowds can often be difficult to monitor in real time due to limitations of current algorithms and processing power. Drones provide a bird’s eye view of crowds but lack the on-board processing power to provide real-time feedback.
Rutgers...
Published: 3/6/2025
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Inventor(s): Dario Pompili, Muhammad Khizar Anjum, Benedetto Piccoli
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
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Real-Time Battery Health and Charge Diagnosis via Thermal Conductivity/Diffusivity Analysis
A flexible thin-film sensor is installed on a LIB cell for the thermal conductivity/diffusivity measurement. The sensor has patterns that can deposit heat and measure local temperature simultaneously.
Invention Summary:
The reliable measurement of a battery’s state of health (SOH) and state of charge (SOC) is critical in battery management...
Published: 12/3/2024
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Inventor(s): Amin Reihani
Keywords(s):
Category(s): Technology Classifications > Energy & Battery, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Sensors, Technology Classifications > Software & Algorithms, Technology Classifications > Research Tools
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