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Publications and Resources

Explore this listing for Noblis publications, presentations and thought leadership resources.

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Publication

Accuracy and Reproducibility of Forensic Tire Examination Decisions 

This black box study was conducted to empirically evaluate tire impression examiners’ decisions reported for samples selected to be broadly representative of casework.

Connie Parks, Kensley Dunagan, Nicole Richetelli, William Chapman
Collateral

Noblis 5G / Network Modeling and Experimentation Services

Leveraging modeling and experimentation for information and communications technology solutioning, assessment and optimization.

Publication

Implementing Machine Learning (ML) at State Departments of Transportation

This 2024 NHCP research report provides a foundational understanding of ML and its applications and helping to leverage ML for a safer, more efficient, and sustainable transportation future.

Haley Townsend, data scientist at Noblis; Cetin Mecit from ODU; Kaan Ozbay, NYU
Publication

Automated Multimodal Data Annotation via Calibration with Indoor Positioning System

The complementary characteristics of LiDARs and cameras motivate their combined use in object detection, especially for autonomous vehicles. We propose a novel automated annotation pipeline.

Ryan Rubel, Andrew Dudash, Mohammad Goli, James O’Hara, Karl Wunderlich
Whitepaper

The Noblis Data Lakehouse

The Noblis Data Lakehouse has a scalable data infrastructure that provides replication, consistency and reliability; an efficient and scalable engine for data processing; and support for faster analytic queries and the ML development lifecycle.

Publication

Beginners Guide to Biometric and Forensic Science Human Subjects Research Protections 

Embarking on a project that involves human subjects research requires careful planning to protect the rights of the participants. This document is designed to help researchers in the United States navigate and comply with requirements and best practices for human subjects research, with specific emphasis on biometric and forensic science research.

Austin Hicklin, William Chapman
Collateral

Predictive Maintenance Solutions

Our smart sensors, secure networks and data analytics help platforms—such as the U.S. Navy’s Littoral Combat Ship—stay up and running while optimizing performance and minimizing overall lifecycle costs.

Publication

Clade-Specific Monkey Pox Virus (MPXV) PCR Assays

Members of the Noblis team completed a research project on designing and testing the effectiveness of polymerase chain reaction primers for Monkeypox using algorithms – continuing efforts to help prevent and prepare for potential infectious disease outbreaks.

Publication

Impact of SARS-CoV-2 Mutations on PCR Assay Sequence Alignment

Scientists from Noblis and the Defense Biological Product Assurance Office (DBPAO) published a paper in the online journal Frontiers in Public Health.

Collateral

Noblis Award-Winning Autonomous Machine Interoperability Concept

The Noblis autonomy concept orchestrates the motions and actions of unfamiliar, connected, and autonomous machines. With this concept, systems of autonomous machines are safer, more productive, and more equitable.

Collateral

OptiSource: Improving Naval Fleet Readiness with Advanced Modeling and Simulation

Our OptiSource solution uses advanced modeling and simulation to forecast workloads and resources for surface ship drydocking and other maintenance periods.

Publication

Accuracy, Reproducibility, and Repeatability of Forensic Footwear Examiner Decisions 

We report on the largest study to date of the accuracy, reproducibility (inter-examiner variation), and repeatability (intra-examiner variation) of footwear examiners’ decisions.

Austin Hicklin, Connie Parks, Nicole Richetelli