search menu icon-carat-right cmu-wordmark

Publications

The SEI provides access to more than 5,000 documents from three decades of research on best practices in software engineering. These documents include technical reports, presentations, webinars, podcasts, blogs, and other searchable materials. You can search our database to find publications that span the SEI's history as well as current research.

SEI Digital Library

Our digital library holds over 30 years of publications that you can browse by topic, author, and publication type.

Browse Digital Library

New in Publications

Graph Convolutional Neural Networks

Graph Convolutional Neural Networks

November 12, 2019 • Video
Oren Wright

Watch SEI researcher Mr. Oren Wright discuss using graph signal processing formalisms to create new deep learning tools for graph convolutional neural networks (GCNNs) to answer the question "how does AI learn structure?"

watch
Human Factors in Software Engineering

Human Factors in Software Engineering

November 12, 2019 • Podcast
Andrew O. MellingerSuzanne MillerHasan Yasar

Andrew Mellinger, Suzanne Miller, and Hasan Yasar discuss the human factors that impact software engineering, from the communication tools they use to the environments where they work.

learn more
A Series of Unlikely Events: Learning Patterns by Observing Sequential Behavior (video)

A Series of Unlikely Events: Learning Patterns by Observing Sequential Behavior (video)

November 12, 2019 • Video
Eric Heim

A Series of Unlikely Events: Learning Patterns by Observing Sequential Behavior

watch
Causal Models for Software Cost Prediction & Control (video)

Causal Models for Software Cost Prediction & Control (video)

November 12, 2019 • Video
Michael D. KonradWilliam NicholsRobert W. Stoddard

Watch SEI researchers, Dr. Michael Konrad, Dr. William Nichaols Mr. Robert Stoddard, and Dr. David Zubrow discuss recent results from applying causal learning to control and predict software cost.

watch
Panel: Supercharging the Software Factory: Deploying Capability at the Speed of Relevance

Panel: Supercharging the Software Factory: Deploying Capability at the Speed of Relevance

November 11, 2019 • Video
Anita Carleton

Watch as Ms. Anita Carleton, Director of the SEI Software Solutions Division, moderates discussion on deploying mission capability at the speed of relevance to maintain DoD competitve advantage by a distinguished panel of subject matter experts.

watch
Projecting Quantum Computational Advantage Versus Classical State of the Art (video)

Projecting Quantum Computational Advantage Versus Classical State of the Art (video)

November 11, 2019 • Video
Jason Larkin

Watch SEI researcher Dr. Jason Larkin discuss research to predict when (or whether) quantum computing will be mission-capable for hard combinatorial optimization problems in software verification and validation (V&V).

watch