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TMAAC: A Communication-aware, Localized Transformer-based Multi-Agent Actor-Critic Framework
Invention Summary:
Wildfires release pollutants comprising a mixture of gases and fine particulate matter (PM2.5) which are hazardous to human health.
Researchers at Rutgers University have designed a novel two-phase, environmentally friendly, low-cost air purification device that could run off a backup battery for emergencies.
Market...
Published: 5/5/2025
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Methods and Systems for Autonomous Agent Control
Invention Summary:
The challenges posed by high-risk and hazardous environments include knowledge gaps and unknown territories, rendering the deployment of human personnel both dangerous and undesirable. Unmanned Aerial Vehicles (UAVs) have increasingly become the preferred solution in these scenarios and to support Search-and-Rescue (SAR)...
Published: 5/7/2025
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Miniaturized In-Field Simultaneous Water Vapor and Aperture Measurement of Dynamic Stomatal Conductance
Invention Summary:
Stomata, the micro-size pores on the plant leaves, open and close to respond to both external environmental changes and internal growth factors, thereby, are crucial to plants photosynthesis and transpiration processes. While stomata conductance has long been measured, how stomata dynamically respond to multitude environmental...
Published: 5/6/2025
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Inventor(s): Qingze Zou, Zezhou Zhang, Jun Zou, Juan Dong, Shuangliang Li, Aobo Huang, Mary Whelan
Keywords(s):
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Sensors
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In-field simultaneous measurement of stomata morphology and water release dynamics with environmental temperature and carbon dioxide monitor
Invention Summary:
Based on the surrounding environment, stomata alter their shape (by opening or closing) to optimize photosynthesis. While stomata conductance has long been developed, a comprehensive understanding of the structural dynamics of the stomata has yet to be fully understood.
Rutgers researchers have developed a cutting-edge...
Published: 5/5/2025
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Inventor(s): Qingze Zou, Zezhou Zhang, Juan Dong, Mary Whelan
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Electronics/Semiconductor, Technology Classifications > Physical Sciences & Engineering
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Novel RF radiation sensing materials and devices
The change in resistance with the application of RF radiation is shown at different temperatures for thin films of NdNiO3 (at 25°C), VOx (at 60°C), and VO2 (at 75°C), respectively. The upper panels show the time of RF on and off whereas the lower panels show the corresponding change in resistance with RF radiation. The resistance increases...
Published: 4/10/2025
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Inventor(s): Ranjan Patel, Shriram Ramanathan
Keywords(s):
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Telecommunications & Networking
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Resistance-Based RF Sensing Using Quantum Materials
The change in resistance with the application of RF radiation is shown at different temperatures for thin films of NdNiO3 (at 25°C), VOx (at 60°C), and VO2 (at 75°C), respectively. The upper panels show the time of RF on and off whereas the lower panels show the corresponding change in resistance with RF radiation. The resistance increases...
Published: 4/10/2025
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Inventor(s): Ranjan Patel, Ivan Seskar, Narayan Mandayam, Shriram Ramanathan
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Telecommunications & Networking, Technology Classifications > Physical Sciences & Engineering
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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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Spring-loaded paddle for surfboard/watercraft propulsion
Image legend: Design of surfboard with extra propulsion
Invention Summary:
Surfing’s growth has been rapidly on the rise since the surf media influence of the 1960s and the commercialization of the industry in the 70s and 80s. But recent years have shown us that surfing is truly starting to go mainstream. However, the learning curve...
Published: 4/14/2025
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Inventor(s): Alyssa Nayar, Jin-Hyuk Choi, Douglas Willey, Dominick Luppino, Steven Coponi, Aaron Mazzeo
Keywords(s):
Category(s): Technology Classifications > Physical Sciences & Engineering
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