Knowledge Resources

Explore insights, research, and thought leadership at the intersection of AI, robotics, and physics.

Featured Resources

Our latest insights and research on emerging technologies and their applications.

White Paper

Physics-Informed Neural Networks

Exploring how PINNs integrate domain knowledge into deep learning for complex physical systems simulation and analysis.

Thomas Waweru | Mar 15, 2025

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IRIS AI interface overlay on a low-light tactical view

Case Study

U.S. Army

IRIS: Revolutionizing Object Detection

Learn how IRIS transformed tactical reconnaissance by enabling high-accuracy detection with sparse data (10x less).

Thomas Waweru | Feb 28, 2025

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Abstract graphic representing the HIGGS concept

Blog

Scaling Down to Scale Up: The HIGGS Advantage

Discover how our HIGGS methodology enables powerful AI solutions even with limited computational resources.

Thomas Waweru | April 25, 2025

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White Papers & Research

In-depth analysis on emerging technologies and their applications.

Visualization related to AI enhancing radar signals

White Paper

Advanced Radar Signal Processing with AI

Detailing novel approaches to enhancing radar performance through AI without requiring expensive hardware upgrades.

32 pages Dec 2024

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White Paper

Physics-Informed Neural Networks

Exploring how PINNs integrate domain knowledge into deep learning for complex physical systems simulation and analysis.

24 pages Mar 15, 2025

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Visualization related to sparse data learning

White Paper

Sparse-Data Learning: AI for Constrained Environments

Exploring techniques like transfer learning and meta-learning for training high-performance AI with limited data.

28 pages Jan 2025

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Graphic illustrating COTS integration concept

White Paper

The COTS Integration Advantage

Leveraging Commercial Off-The-Shelf technology to accelerate development and reduce costs in complex systems.

18 pages Nov 2024

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Case Studies

Real-world examples of our transformative solutions across sectors.

Port of Cleveland with overlay showing maritime domain awareness data

Case Study

Port of Cleveland

Port of Cleveland: Maritime Domain Awareness Pilot

Developed advanced prototype Maritime Domain Awareness (MDA) system tailored for Port of Cleveland operations, achieving 92% accuracy in anomaly detection.

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AI enhancing noisy radar signals to reveal targets

Case Study

U.S. Army

Radar Detection Enhancement with AI

Hybrid signal processing system combining classical techniques with advanced AI to enhance existing radar systems without hardware modifications.

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Case Study

U.S. Army

IRIS: Revolutionizing Object Detection

Learn how IRIS transformed tactical reconnaissance by enabling high-accuracy detection with sparse data (10x less).

View Case Study PDF

LANTERN project visualization showing data transformation

Case Study

Department of the Navy

LANTERN: Language-Augmented Track Exploitation

LANTERN (Language-Augmented Track Exploitation in Real-time Networks) transforms maritime data into intuitive Controlled Natural Language representations.

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