Data Sciences

Data Sciences

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PNNL has hundreds of patented and copyrighted techniques, software, and applications related to sensor-driven data collection and analysis, machine learning, artificial intelligence, and visualization ready to be moved to commercial markets. These innovations touch upon many areas of our daily lives, including energy production, transportation, and safety and security. One example of sensor-driven data and analysis is PNNL’s VitalTag, which allows first responders to keep close tabs on patients and others involved in a mass casualty incident, offering life-saving efficiency and clarity in times of turmoil. Browse our available technologies using the search box below.

 

Available Technologies Spotlight

Shadow Figment: Model-Driven Cyber Defense for Control Systems

Today’s critical infrastructure and control systems are rooted in the physical world where sensors and controllers constantly interact to manage...
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Shadow Figment decoys sidetrack hackers, buying time for the good guys managing control systems and critical infrastructure. (Image by Ozrimoz | Shutterstock.com)

Biosequence-based approach to analyzing binaries (MLSTONES)

Protecting against malicious malware is an everyday problem for consumers, enterprises, industrial control systems, and government agencies. In...
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A biological-based approach allows MLSTONES to recognize evolving, never-before-seen malware by detecting similarities in the basic building blocks of the code—something that conventional malicious software detectors cannot do effectively. (Image: Pacific Northwest National Laboratory)

TranSEC: Tracking and Alleviating Urban Congestion

Driving in city traffic can frustrate the most agile of drivers. Bottlenecks and chokepoints cost commuters both time and patience. It’s a gut-punch...
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Car congestion on highway

Airport Risk Assessment Model: Data-driven risk-based decision analytics for resource allocation

As millions of people travel through our nation’s airports every day, diverse security assets combine to keep them safe. The Airport Risk Assessment...
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ARAM offers a user-friendly, web-based interface where users can easily visualize and navigate security resource allocation recommendations.

StreamWorks: Near Real-Time Detection of Emerging Patterns of Cyberattacks in Massive Data Streams

One hundred forty-six days—that’s how long, on average, it takes to detect a cyber breach from the time it begins. Pacific Northwest National...
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StreamWorks matches patterns in real time to identify the source of a cyberattack (the blue circle at the center of these connections).

Fused Analytic Desktop Environment (FADE)

The Fused Analytic Desktop Environment (FADE) provides analysts in information-driven fields with a range of information analysis technologies,...
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FADE allows analysts to sift through, prioritize, and consider information from a variety of unique views.

Graphical Contingency Analysis

The Graphical Contingency Analysis (GCA) Tool is a visual analytic software tool that aids power grid operators and planners to effectively manage...
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Utility operators run simulations with the Graphical Contingency Analysis tool at PNNL&#39s Electricity Infrastructure Operations Center.

Data Visualization through Crowdsourcing: Canvas Software

Across business and government, the volume of data is growing at an exponential rate. Analysts must employ computer tools and techniques to quickly...
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Through machine learning, Canvas builds on the interpretation of each analyst to more rapidly analyze data and suggest additional insights, even when data consist of pictures and images.

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