Search Results - software

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Causal training of physics-informed neural networks
Brief Description: Methods, systems, and computer-readable media for causal training of physics-informed neural networks (PINNs). The shortcoming of conventional PINNs may be due to the inability of existing PINNs formulations to respect the spatio-temporal causal structure that is inherent to the evolution of physical systems. This is a fundamental...
Published: 7/17/2025   |   Inventor(s): Paris Perdikaris, Wang Fenglin
Keywords(s): Software
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Imaging
Synapticflow Universal Scientific MPC/API Gateway (Case No. 2025-265)
Summary: UCLA researchers in the Department of Microbiology, Immunology, and Molecular Genetics have developed an advanced API gateway that leverages AI to autonomously process data requests with exceptional speed, reliability, and efficiency. Background: Application Programming Interface (API) infrastructures are universally employed to enable...
Published: 7/16/2025   |   Inventor(s): Lulan Wang
Keywords(s): AI, AI algorithms, Artifical Intelligence (Machine Learning, Data Mining), Coronavirus, Data Acquisition, Data Analytics, data security, Data Structure, Drug Discovery, drug screening, high speed, Medical diagnostics, Software, Software & Algorithms, Software Development Tools
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Bioinformatics, Software & Algorithms > Data Analytics
Subgraph Matching for High-Throughput DNA-Aptamer Secondary Structure Classification and Machine Learning Interpretability (Case No. 2025-104)
Intro Sentence: UCLA researchers in the Department of Mathematics have developed machine learning methods to rapidly identify novel aptamer sequences for target binding to accelerate highly-accurate diagnostic and therapeutic development. Background: Aptamers are single-stranded nucleotide polymers that bind with high affinity to targets such as...
Published: 7/22/2025   |   Inventor(s): Andrea Bertozzi, Anne Andrews, Matthew Tyler, Paolo Climaco, Noelle Mitchell
Keywords(s): Advanced Computing / AI, advanced computing methods, Aptamers, Artifical Intelligence (Machine Learning, Data Mining), artificial intelligence/machine learning models, bioinformatics pipeline, cancer target, clustering, computational efficiency, computational efficiency and analysis, design software, DNA clustering, DNA oligomer, DNA Sequencing, Drug, Drug Delivery, Drug Development, Drug Discovery, drug screening, high throughput, high throughput assays, high throughput testing, high-throughput analysis, High-Throughput Screening, interpretability, pipeline, large-scale parallelization, Machine Learning, machine learning modeling, motif structures, open source, open source code, OpenAI, Pharmaceutical Drug, protein classification, secondary structure, SELEX, sequences of interest, single strand DNA sequences, Software, Software & Algorithms, Software Development Tools, Software-enabled learning, subgraph matching, target binding, target detection, Targeted Therapy, Targets And Assays, tissue targeting accuracy
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics, Life Science Research Tools, Life Science Research Tools > Research Methods, Life Science Research Tools > Screening Libraries, Platforms, Platforms > Drug Delivery, Diagnostic Markers > Targets And Assays, Diagnostic Markers, Software & Algorithms > Bioinformatics
High Quality, Differentiable, Imaging Method for Improving Computed Tomography (CT) Images
A method of CT imaging where the techniques of using non-circular orbits around the target and spectral imaging are combined resulting in fewer metal artifacts and higher image quality. Problem: Imaging techniques such as CT and Cone Beam Computed Tomography (CBCT) are highly susceptible to metal artifacts in interventional scenarios. Metal surgical...
Published: 8/1/2025   |   Inventor(s): Jianan (Grace) Gang, Joseph Webster Stayman
Keywords(s): Neurology, Radiology, Software
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Medical Devices
NRN-EZ: An application to streamline biophysical modeling of synaptic integration using NEURON
NRN-EZ is an interactive application that allows NEURON users without extensive programming experience to define complex patterns of synaptic input activation. Background: Modeling software programs such as NEURON are widely used in the neuroscience community to address a broad range of research questions, including how neurons integrate synaptic...
Published: 5/13/2025   |   Inventor(s): Annalisa Scimemi, Evan Cobb
Keywords(s): neuron, software, synapic integration, synapse, Technologies
Category(s): Technology Classifications > Information Technology, Campus > University at Albany, Technology Classifications > Education and Training, Technology Classifications > Research Tools and Reagents, Technology Classifications > Biomedical Science and Engineering
Weather Risk Assessment Tool
Displays easy-to-understand risk assessments of upcoming weather events based on free, readily available NOAA weather forecast data. Background: The number and variety of applications that require accurate and timely weather forecast information are almost too numerous to count. Many applications require very specific data -- for example, public road...
Published: 5/13/2025   |   Inventor(s): Nicholas Bassill
Keywords(s): atmospheric sciences, software, weather sensors
Category(s): Technology Classifications > Information Technology, Campus > University at Albany
xCITE Mobile Application Network
A framework, codebase and skillset for creating practical, easy-to-use mobile apps based on advanced atmospheric science. Background: The xCITE laboratory, part of the Atmospheric Sciences Research Center at the University at Albany, uses emerging technologies to visualize and communicate atmospheric research data to a broad audience. One of the...
Published: 5/13/2025   |   Inventor(s): Kara Sulia, Arnoldas Kurbanovas
Keywords(s): atmospheric sciences, software
Category(s): Technology Classifications > Information Technology, Campus > University at Albany
Intuitive Optical System Design Software
This program simplifies optical system design by offloading calculations to the computer, allowing engineers to work with optical axis components in a way that more closely aligns with their natural thought and visualization processes. Background: Existing optical design methods require the user to place and orient individual optical elements in...
Published: 7/2/2025   |   Inventor(s): Eric Edlund, Nathaniel Rose
Keywords(s): engineering, optics, photonics, software, Technologies
Category(s): Campus > SUNY Cortland, Technology Classifications > Information Technology
MRI Scan Time Reduction Method Using Deep Learning
A reconstruction algorithm based on a generative diffusion model for multi-coil, highly undersampled non-Cartesian MRI allowing drastic reduction of scan time Problem: MRI suffers from slow data acquisition due to hardware constraints, leading to prolonged scan times and challenges like reduced patient compliance and motion artifacts. Current acceleration...
Published: 8/1/2025   |   Inventor(s): Chamith Rajapakse, Trevor Chan
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Radiology, Software
Category(s): Technology Classifications > Imaging, Technology Classifications > Medical Devices
SMOOTHLLM: Defending Large Language Models Against Jailbreaking Attacks
An algorithm designed to defend Large Language Models (LLMs) against jailbreaking attacks that significantly reduces attack success rates. Problem: Despite efforts to align LLM outputs with ethical standards, the models exhibit persistent weaknesses against adversarial attacks that bypass alignment mechanisms and safety guardrails, commonly known as...
Published: 1/28/2025   |   Inventor(s): George Pappas, Alexander Beck Robey, Seyed Hamed Hassani, Eric Wong
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Software
Category(s): Technology Classifications > Business Ideas, Technology Classifications > Computer Information Systems
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