The Autoencoder-Kalman Filter: Theory and Practice. - Matthew L. Weiss; Randy C. Paffenroth; Joshua R. Uzarski (ACSSC, 2019)

Deep Learning with Domain Randomization for Optimal Filtering. - Matthew L. Weiss; Randy C. Paffenroth; Jacob Whitehill; Joshua R. Uzarski (ICMLA, 2019)

Maneuvering Target Tracking using the Autoencoder-Interacting Multiple Model Filter. - Kirty Vedula; Matthew L. Weiss; Randy C. Paffenroth; Joshua R. Uzarski; D. Richard Brown (ACSSC, 2020)

The MIT Supercloud Dataset. - Siddharth Samsi; Matthew L. Weiss; David Bestor; Baolin Li; Michael Jones 001; Albert Reuther; Daniel Edelman; William Arcand; Chansup Byun; John Holodnack; Matthew Hubbell; Jeremy Kepner; et al. (HPEC, 2021)

The Pseudo Projection Operator: Applications of Deep Learning to Projection Based Filtering in Non-Trivial Frequency Regimes. - Matthew L. Weiss; Nathan C. Frey; Siddharth Samsi; Randy C. Paffenroth; Vijay Gadepally (CoRR, 2021)

AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. - Baolin Li; Rohin Arora; Siddharth Samsi; Tirthak Patel; William Arcand; David Bestor; Chansup Byun; Rohan Basu Roy; Bill Bergeron; John T. Holodnak; Michael Houle 001; Matthew Hubbell; et al. (HPCA, 2022)

An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning. - Matthew L. Weiss; Joseph McDonald; David Bestor; Charles Yee; Daniel Edelman; Michael Jones 001; Andrew Prout; Andrew Bowne; Lindsey McEvoy; Vijay Gadepally; Siddharth Samsi (HPEC, 2022)

The MIT Supercloud Workload Classification Challenge. - Benny J. Tang; Qiqi Chen; Matthew L. Weiss; Nathan C. Frey; Joseph McDonald; David Bestor; Charles Yee; William Arcand; William Bergeron; Chansup Byun; Daniel Edelman; Michael Houle 001; et al. (IPDPS Workshops, 2022)

The MIT Supercloud Workload Classification Challenge. - Benny J. Tang; Qiqi Chen; Matthew L. Weiss; Nathan C. Frey; Joseph McDonald; David Bestor; Charles Yee; William Arcand; Chansup Byun; Daniel Edelman; Matthew Hubbell; Michael Jones 001; et al. (CoRR, 2022)

Developing a Series of AI Challenges for the United States Department of the Air Force. - Vijay Gadepally; Gregory Angelides; Andrei Barbu; Andrew Bowne; Laura J. Brattain; Tamara Broderick; Armando Cabrera; Glenn Carl; Ronisha Carter; Miriam Cha; Emilie Cowen; Jesse Cummings; et al. (CoRR, 2022)