Session Title Speaker TypeRecording Materials Year
Breakout

Computing Statistical Tolerance Regions Using the R Package ‘tolerance’

Derek Young
Associate Professor of Statistics
University of Kentucky
Breakout Session Recording 2022

Convolutional Neural Networks and Semantic Segmentation for Cloud and Ice Detection

Prarabdha Ojwaswee Yonzon
Cadet
United States Military Academy (West Point)
Session Recording 2022
Tutorial

Data Integrity For Deep Learning Models

Victoria Gerardi and John Cilli
US Army, CCDC Armaments Center
Tutorial Materials 2022
Tutorial

Data Integrity For Deep Learning Models

Roshan Patel
Systems Engineer/Data Scientist
US Army
Tutorial 2022

Data Science & ML-Enabled Terminal Effects Optimization

John Cilli
Computer Scientist
Picatinny Arsenal
Session Recording 2022
Breakout

Deep learning aided inspection of additively manufactured metals

Brendan Croom
Postdoctoral Fellow
JHU Applied Physics Laboratory
Breakout Session Recording 2022
Breakout

Enabling Enhanced Validation of NDE Computational Models and Simulations

William C. Schneck, III
Research AST
NASA LaRC
Breakout Session Recording 2022
Poster

Estimating the time of sudden shift in the location or scale of ergodic-stationary process

Zhi Wang
Data Scientist Contractor
Bayer Crop Science
Poster Session Recording 2022

Everyday Reproducibility

Gregory J. Hunt
Assistant Professor
William & Mary
Session Recording 2022
Breakout

Experiment Design and Visualization Techniques for an X-59 Low-boom Variability Study

William J Doebler
Research Aerospace Engineer
NASA Langley Research Center
Breakout Session Recording 2022

Exploring the behavior of Bayesian adaptive design of experiments

Daniel Ries
Sandia National Laboratories
Session Recording 2022
Breakout

Forecasting with Machine Learning

Akshay Jain
Data Science Fellow
IDA
Breakout Session Recording 2022
Breakout

From Gripe to Flight: Building an End-to-End Picture of DOD Sustainment

Benjamin Ashwell
Research Staff Member
IDA
Breakout Session Recording 2022
Tutorial

Introducing git for reproducible research

Curtis Miller
Research Staff Member
IDA
Tutorial Session Recording 2022
Breakout

Kernel Regression, Bernoulli Trial Responses, and Designed Experiments

John Lipp
LM Fellow
Lockheed Martin, Systems Engineering
Breakout Session Recording 2022
Breakout

Legal, Moral, and Ethical Implications of Machine Learning

Alan B. Gelder
Research Staff Member
IDA
Breakout Session Recording 2022
Breakout

Let’s stop talking about “transparency” with regard to AI

David Sparrow and David Tate
Senior Analyst
IDA
Breakout Session Recording 2022
Breakout

Leveraging Data Science and Cloud Tools to Enable Continuous Reporting

Timothy Dawson
Lead Mobility Test Operations Analyst
AFOTEC Detachment 5
Breakout Session Recording 2022
Breakout

M&S approach for quantifying readiness impact of sustainment investment scenarios

Andrew C. Flack, Han G. Yi
Research Staff Member
IDA (OED)
Breakout Session Recording 2022

Machine Learning for Efficient Fuzzing

John Richie
Cadet
USAFA
Session Recording 2022
Breakout

Machine Learning for Uncertainty Quantification: Trusting the Black Box

James Warner
Computational Scientist
NASA Langley Research Center
Breakout Session Recording 2022
Breakout

Measuring training efficacy: Structural validation of the Operational Assessment of Training

Brian Vickers
Research Staff Member
IDA
Breakout Session Recording 2022
Breakout

Method for Evaluating Bayesian Reliability Models for Developmental Testing

Paul Fanto and David Spalding
Research Staff Member, System Evaluation Division
IDA
Breakout Session Recording 2022
Tutorial

Mixed Models: A Critical Tool for Dependent Observations

Elizabeth Claassen
Research Statistician Developer
JMP Statistical Discovery
Tutorial Session Recording 2022

Moderator

Matthew Avery
Assistant Director, Operational Evaluation
IDA
2022