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PhytoScore: AI-based Freeze Damage Quantification Computer Vision Software
This technology is a cross-platform, open-source software tool that leverages deep learning and machine learning algorithms to perform quantitative, objective, and reproducible assessment of freeze damage in plant tissues using both RGB and hyperspectral imagery. This tool addresses the critical need for standardization and automation in freeze damage...
Published: 11/25/2025
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Inventor(s): Sunil Gc, Xin (Rex) Sun
Keywords(s):
Category(s): Technologies > Software & Algorithms, Technologies > Agriculture Technologies
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Technology for automating the development of defensible artificial intelligence systems
Artificial Intelligence (AI) systems are widely used in various sectors for critical decisions but often lack transparency in their internal decision-making processes. This technology employs a gradient descent training method within expert systems to optimize network structures for AI applications. The method focuses on identifying and weighting rules...
Published: 11/25/2025
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Inventor(s): Jeremy Straub
Keywords(s):
Category(s): Technologies > Software & Algorithms
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Mass customization system for artificial intelligence
Artificial intelligence (AI) and machine learning (ML) technologies are transforming various industries by enabling sophisticated data analysis and decision-making. The adaption of these technologies is often hindered by complexity, the lack of explainability, and resource requirements. This technology supports providing a user-friendly software platform...
Published: 11/25/2025
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Inventor(s): Jeremy Straub, Dominic Rosch-Grace
Keywords(s):
Category(s): Technologies, Technologies > Software & Algorithms
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Mapping of Uniformat Building Assembly Codes onto MasterSpec Specification Sections
Scientists at NDSU, in collaboration with architects at RLE Holdings, Inc., have developed SpecMapper™, a plug-in that enables existing architectural software to automatically produce, update, and maintain the specification manual for a building. This saves time and money throughout a building's life (including design, bid, construction, and...
Published: 10/29/2025
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Inventor(s): Ganapathy Mahalingam, Joshua Donnelly
Keywords(s): Software & Algorithms
Category(s): Technologies > Software & Algorithms
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Generic fuzzer for scanning cyber physical, computer and network connected device systems
Background
As digital infrastructures become more complex and vital, the frequency and sophistication of cyber threats continue to grow. Traditional network security tools often rely on static rule sets or signature-based detection systems, which are increasingly ineffective against novel or adaptive threats. Proactive and intelligent cybersecurity...
Published: 11/25/2025
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Inventor(s): Jeremy Straub, Jack Hance
Keywords(s):
Category(s): Technologies, Technologies > Software & Algorithms
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Domain-Specific QA System with Quantized Inverted Question Indexing and Adaptive Reasoning
This invention presents a new design for domain-specific question-answering systems called QuIM-RAG. It improves Retrieval-Augmented Generation (RAG) pipelines by using inverted question matching. Instead of embedding document parts directly, the system uses a language model to create simple questions for each chunk, reflecting its main idea. These...
Published: 11/25/2025
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Inventor(s): Binita Saha, Utsha Saha, Muhammad Malik
Keywords(s):
Category(s): Technologies, Technologies > Software & Algorithms
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A Machine Learning System for Universal Primer Coating Optimal Formula Prediction
Traditional computer-aided formulation for coatings applies Design of Experiment principles to efficiently sample a broad formula space, but this approach distributes experiments evenly across the entire space. In contrast, the machine learning system predicts and suggests new formulas in unexplored areas, reducing the need for extensive experimentation....
Published: 12/1/2025
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Inventor(s): Xiaoning Qi
Keywords(s):
Category(s): Technologies, Technologies > Software & Algorithms
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Variable Prepreg and Semi-Transparent Applicator for Additive Manufacturing Composites with Artificial Intelligence
This patent introduces an advanced additive manufacturing system integrating continuous carbon fiber reinforcement with artificial intelligence. The system uses prepreg fibers impregnated with resin, partially cured before entering the printer. The fibers are coated with resin during printing, ensuring a high fiber volume fraction. AI monitors and adjusts...
Published: 11/25/2025
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Inventor(s): Chad Ulven, MD Atikur Rahman
Keywords(s):
Category(s): Technologies > Mechanical/Robotics, Technologies > Software & Algorithms
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