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AdaPipe: Adaptive Pipelines for Smart Manufacturing
THE CHALLENGE In modern industrial cyber-physical systems, the challenge lies in efficiently selecting the right data-processing pipelines to handle ever-changing manufacturing conditions, diverse datasets, and time-sensitive demands. As manufacturers increasingly rely on real-time analytics for monitoring, prediction, and control, the sheer number...
Published: 7/15/2025   |   Inventor(s): Ran Jin, Chen Xiaoyu
Keywords(s):  
Category(s): Technology Classifications > Software
Manufacturing Search Engine
THE CHALLENGE Manufacturing companies stand to gain enormous value by sharing their rich design and process data to unlock better product innovation and process optimization, but major roadblocks persist. Businesses are hesitant to collaborate due to fears of exposing proprietary technologies, trade secrets, or sensitive operational data. While technical...
Published: 7/15/2025   |   Inventor(s): Ismini Lourentzou, Ran Jin
Keywords(s):  
Category(s): Technology Classifications > Software
World of AI: Exploring Methods via Latent Neural Mapping
THE CHALLENGE Selecting the right machine learning pipeline for a new dataset is a major bottleneck for businesses seeking to deploy AI solutions quickly and cost-effectively. With countless combinations of preprocessing steps, feature transformations, and algorithms, teams often rely on trial-and-error or expensive AutoML tools that demand significant...
Published: 7/23/2025   |   Inventor(s): Ran Jin, Parshin Shajoee, Xiaoyu Chen
Keywords(s):  
Category(s): Technology Classifications > Software
Vibr-eau: Emulating Fluid Behavior in Vessel Handling through Vibrotactile Actuators
Background In virtual reality, the utilization of technology that uses touch and vibrations to communicate with users, simulating tactile sensations like pressure, resistance, and texture (haptic feedback), is often quite unrealistic when users engage with virtual fluids. Vibrotactile actuators are small motors or vibrators that generate haptic feedback,...
Published: 6/23/2025   |   Inventor(s): Frank Liu, Robert LiKamWa, Ryan Wirjadi, Shiling Dai, Yanjun Lyu
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Wireless & Networking, Physical Science, Intelligence & Security
Multiplexed Saliva-based Immunodiagnostics for Assessing Anti-flavivirus Immunity
An easy-to-use method for rapidly, accurately, and non-invasively assessing flavivirus immunity by measuring various antibody classes present in saliva. Background: Flaviviruses (including dengue virus) are the most common vector-borne human viral pathogens in the world. Nearly 40% of the world’s population are at risk of infection with dengue...
Published: 5/13/2025   |   Inventor(s): Adam Waickman, Stephen Thomas, Frank Middleton
Keywords(s): antibodies, antibody, infectious diseases, saliva, Technologies, viral immunology
Category(s): Campus > Upstate Medical University, Technology Classifications, Technology Classifications > Biomedical Science and Engineering, Technology Classifications > Healthcare, Technology Classifications > Therapeutics and Vaccines
Biomarker Diagnostic for Crohn's Disease Severity
A novel messenger RNA transcript for prediction of ulcerative colitis and Crohn's disease severity. Background: More than 2 million individuals are diagnosed with Crohn's Disease (CD) and Ulcerative Colitis (UC) in the US every year. While much progress has been made in understanding these diseases, the causes are not fully known and effective...
Published: 5/13/2025   |   Inventor(s): William Kerr, Frank Middleton, Sandra Denney
Keywords(s): #SUNYresearch, Technologies
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Healthcare, Campus > Upstate Medical University
LORI: Local Low-Rank Imputation for Context-Aware AI
THE CHALLENGE Leveraging Artificial Intelligence (AI) for data-driven decision-making faces a major challenge in automatically configuring and optimizing complex AI pipelines across different use cases. As organizations deal with diverse datasets and fast-changing requirements, selecting the right combination of processing steps becomes increasingly...
Published: 7/15/2025   |   Inventor(s): Ran Jin, Chen Xiaoyu
Keywords(s):  
Category(s): Technology Classifications > Software
Attention-on-Attention for Human-Guided AI
THE CHALLENGE A major challenge facing industries like advanced manufacturing and quality inspection is the gap between human expertise in visual search and the limited capabilities of current AI systems. While skilled inspectors can dynamically scan, interpret, and integrate subtle visual cues over time, most existing automated solutions rely on static...
Published: 7/15/2025   |   Inventor(s): Ran Jin, Chen Xiaoyu
Keywords(s):  
Category(s): Technology Classifications > Communication, Technology Classifications > Software
Privacy-prEserving Data-sharing framework (PriED)
THE CHALLENGE Industrial Internet provides a communication and computation platform, allowing the collection of large-scale data for machine learning tasks. Despite the promise of training and deployment acceleration and potential optimization via sharing data sets, the adoption of such technologies is impacted by the increasing concerns of information...
Published: 7/15/2025   |   Inventor(s): Ismini Lourentzou, Ran Jin
Keywords(s):  
Category(s): Technology Classifications > Communication, Technology Classifications > Software
Acquisition – Software to Control Acquisition of Images for Near-Earth Object Survey Operations
The Acquisition subsystem in the Catalina Sky Survey (CSS) software suite manages the operation of telescopes and instruments to capture data on asteroids and Near-Earth Objects (NEOs). Once areas of the sky are selected for observation, Acquisition takes over, accepting the input from the Planner subsystem and coordinating the telescope, camera, and...
Published: 12/9/2024   |   Inventor(s): A Departmental Work
Keywords(s):  
Category(s): Technology Classifications > Software & Information Technology > Open Source, Technology Classifications > Software & Information Technology
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