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PirateNets: Efficient, Scalable, And Robust Neural Network Architecture For Physics-Informed Deep Learning
Physics-Informed Residual Adaptive Networks (PirateNets) is a neural network architecture designed to enable efficient and stable training of deep Physics-Informed Neural Networks (PINNs). Problem: Machine learning plays a key role in advancing science by analyzing complex data, building predictive models, and uncovering nonlinear relationships. Physics-Informed...
Published: 11/25/2025
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Inventor(s):
Paris Perdikaris
,
Sifan Wang
Keywords(s):
Artificial Intelligence (AI) & Machine Learning
,
Software
Category(s):
Technology Classifications > Computer Information Systems
Nanoscale Scanning Thermal Microscopy using Improved Thermocouple Probes
This technology is a scanning thermal microscope device. It utilizes a thermocouple with a sharp tip on its center fabricated from a cross-junction of coated and uncoated thin films and is suspended on a nanowire device. Radiation heat received at the tip is converted into a Seeback voltage signal for thermoelectric temperature sensing. This device...
Published: 11/24/2025
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Inventor(s):
Qing Hao
,
Christopher Horne
,
Liping Wang
Keywords(s):
Category(s):
Technology Classifications > Engineering & Physical Sciences > Devices & Instrumentation
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Technology Classifications > Sensors & Controls
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Technology Classifications > Imaging & Optics > Microscopy, Spectroscopy, Polarimetry
Fungal Bioelectronic Thermoreceptor
Executive Summary Traditional electronic temperature sensors such as thermistors and thermocouples offer precision but lack flexibility, durability, and self-healing capabilities. They often fail under mechanical stress and cannot adapt to dynamic environments. Researchers at Michigan State University (MSU) have developed a flexible biohybrid temperature...
Published: 11/24/2025
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Inventor(s):
Jinxing Li
,
Yulu Cai
Keywords(s):
Sensor Technologies
Category(s):
Devices
AHPND Detection using Monoclonal Antibodies (mAbs)
Monoclonal antibodies (mAbs) with strong and specific immunoreactivity have been developed to improve the detection of acute hepatopancreatic necrosis disease (AHPND) in marine shrimp. This involves cloning and expressing recombinant PirA and PirB protein using a bacterial expression system and developing mAbs against those proteins. These monoclonal...
Published: 11/24/2025
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Inventor(s):
Arun Dhar
,
Nam Hung Mai
Keywords(s):
Category(s):
Technology Classifications > Agriculture & Horticulture > Aquaculture
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Technology Classifications > Life Sciences > Diagnostics
Isolation of Protein Biomarkers from Saliva as a Technology to Assess and Monitor Cardiac Infarction
This technology introduces a novel separation method designed to isolate small protein biomarkers directly from saliva, enabling a rapid and non-invasive diagnostic approach for cardiac infarction. The system employs a hybrid chromatographic matrix that selectively rejects large proteins while allowing smaller biomarkers to interact with affinity sites...
Published: 11/24/2025
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Inventor(s):
Roberto Guzman
,
David Mier-Salazar
,
Christopher Rodriguez
Keywords(s):
Category(s):
Technology Classifications > Healthcare Portfolios > Heart and Vascular
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Technology Classifications > Life Sciences > Biomarkers
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Technology Classifications > Life Sciences > Diagnostics
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Technology Classifications > Medical Devices > Diagnostic
Novel Mechanism-Based Therapy for Aortic Stiffening and Related Cardiovascular and Cerebrovascular Disorders
This invention involves a novel mechanism-based therapy by using a small molecule compound to reduce aging and hypertensive aortic stiffening, subsequently improve blood pressure (BP) control in resistant hypertension patients and prevent or reverse pathologies of vascular cognitive impairment and dementia (VCID) and Alzheimer’s Disease (AD)....
Published: 11/24/2025
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Inventor(s):
Hongyu Qiu
Keywords(s):
Category(s):
Technology Classifications > Healthcare Portfolios > Heart and Vascular
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Technology Classifications > Healthcare Portfolios > Neurology
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Technology Classifications > Life Sciences > Small Molecules
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Technology Classifications > Life Sciences > Therapeutics
Repurposing the FDA-Approved Antibody to Treat Aortic Stiffening and Resistant Hypertension
This innovation repurposes an FDA-approved antibody to treat and prevent aortic stiffening and resistant hypertension (RH). This mechanism-based therapeutic, inhibits receptor mediated inflammatory and pro-stiffness signaling to reduce aortic stiffness and improve blood pressure control, ultimately breaking the root cycle of hypertension. Background:...
Published: 11/24/2025
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Inventor(s):
Hongyu Qiu
Keywords(s):
Category(s):
Technology Classifications > Healthcare Portfolios > Heart and Vascular
,
Technology Classifications > Life Sciences > Biologics
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Technology Classifications > Life Sciences > Therapeutics
System for Active Control of Air Pollutants in Vehicle Cabins
Invention Description In modern airtight vehicles, the concentration of air pollutants, including CO2, can build up quickly, with some studies showing a rise above 2500 ppmv of CO2 in mere minutes in occupied vehicles. This is particularly noticeable during recirculated air operation and in urban or hot climates where cabin air is recirculated to enhance...
Published: 11/21/2025
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Inventor(s):
Jean Andino
,
Ashish Rana
,
Tegun Young
Keywords(s):
Indoor Air Quality
Category(s):
Chemical/Biological Sensors
,
Manufacturing/Construction/Mechanical
,
Physical Science
High-Voltage AlN MESFET on Single-Crystal AlN Substrates
Invention Description Ultrawide bandgap materials (UWGP) like Ga₂O₃, diamond, and aluminum nitride (AlN) are promising for next generation high voltage, high temperature electronics due to their superior properties. AlN with its wide 6.2 eV bandgap and high 12 MV/cm breakdown field, is particularly attractive for high power applications. However, its...
Published: 11/21/2025
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Inventor(s):
Houqiang Fu
,
Bingcheng Da
,
Dinusha Herath Mudiyanselage
Keywords(s):
Device
,
Electric Power Engineering
,
Electronics
,
Semiconductor Processing
Category(s):
Semiconductors, Materials & Processes
,
Semiconductor Devices
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Physical Science
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Microelectronics
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Manufacturing/Construction/Mechanical
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Advanced Materials/Nanotechnology
A Precise Geolocation Method for Internet Hosts to Enhance Targeted Digital Services
NU 2010-027 INVENTORS Aleksandar Kuzmanovic* Daniel Burgener Marcel Flores Yong Wang SHORT DESCRIPTION This technology offers a new method to accurately determine an Internet host's location. It leverages automated web data extraction to improve geolocation for online advertising and network diagnostics. BACKGROUND Determining the geographic...
Published: 11/21/2025
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Inventor(s):
Keywords(s):
Category(s):
Physical Sciences > Software & Services
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