Innovating Science Through Advanced AI and
Materials Science Technologies
Empowering scientific discovery and innovation
We develop foundational technologies in AI, optical metrology, computer vision, data systems, materials science, advanced particulate & powder systems, powder & colloid science, and cross-industry sensing platforms available for
collaboration, licensing, and strategic partnerships.
Selected Technical Papers Below at Bottom
Technology Platforms / Potential Licensing Areas Optical Metrology Generalized imaging systems for liquids, gels, particles, air, and dynamic materials. Computer Vision + AI Image-based classification, quantification, anomaly detection, pattern recognition. Environmental Intelligence Distributed sensing, geospatial mapping, citizen science data networks, real-time monitoring. Adaptive Analytics Dynamic endpoint detection, process control, real-time workflow optimization. Particle Science Platforms Z-Model, surface-area frameworks, aggregation systems, particulate detection. Digital Infrastructure Data flywheels, dashboards, APIs, scalable analytics platforms. Example Industries Water & Environment Pharma / Biotech Food & Beverage Manufacturing QA Agriculture Consumer Diagnostics Smart Cities / Infrastructure Research Tools Defense / Field Systems
Technology Platforms / Potential Licensing Areas Optical Metrology Generalized imaging systems for liquids, gels, particles, air, and dynamic materials. Computer Vision + AI Image-based classification, quantification, anomaly detection, pattern recognition. Environmental Intelligence Distributed sensing, geospatial mapping, citizen science data networks, real-time monitoring. Adaptive Analytics Dynamic endpoint detection, process control, real-time workflow optimization. Particle Science Platforms Z-Model, surface-area frameworks, aggregation systems, particulate detection. Digital Infrastructure Data flywheels, dashboards, APIs, scalable analytics platforms. Example Industries Water & Environment Pharma / Biotech Food & Beverage Manufacturing QA Agriculture Consumer Diagnostics Smart Cities / Infrastructure Research Tools Defense / Field Systems
Selected Technical Papers
From Cameras to Chemical Sensors: The Rise of Computational Assayshttps://doi.org/10.5281/zenodo.19801210
The Z-Model: A Unified Accessible Surface Area Framework for Predicting Particulate Behavior Across Environmental, Biological, and Material Systemshttps://doi.org/10.5281/zenodo.19659126
Toward a Policy-Driven Data Flywheel for Scalable Real-Time Water Intelligence: A Framework for Decentralized Environmental Monitoringhttps://doi.org/10.5281/zenodo.19648571
Towards a Global Standard for Field-Based Microplastic and Nanoplastic Detection: Conceptual Framework, Version 1https://doi.org/10.5281/zenodo.19536054
From Cameras to Chemical Sensors: The Rise of Computational Assayshttps://doi.org/10.5281/zenodo.19801210
The Z-Model: A Unified Accessible Surface Area Framework for Predicting Particulate Behavior Across Environmental, Biological, and Material Systemshttps://doi.org/10.5281/zenodo.19659126
Toward a Policy-Driven Data Flywheel for Scalable Real-Time Water Intelligence: A Framework for Decentralized Environmental Monitoringhttps://doi.org/10.5281/zenodo.19648571
Towards a Global Standard for Field-Based Microplastic and Nanoplastic Detection: Conceptual Framework, Version 1https://doi.org/10.5281/zenodo.19536054