Andrew D. Davis

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Specific Problems

Exact And Approximate

Convolutional Neural Network

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Linus Seelinger, Vivian Cheng-Seelinger, Andrew D. Davis, Matthew D. Parno, Anne Reinarz
UM-Bridge: Uncertainty quantification and modeling bridge. J. Open Source Softw. 8 (83) (2023)
Andrew D. Davis, Brendan A. West, Nathanael J. Frisch, Devin T. O'Connor, Matthew D. Parno
ParticLS: Object-oriented software for discrete element methods and peridynamics. CoRR (2022)
Andrew D. Davis, Youssef M. Marzouk, Aaron Smith, Natesh S. Pillai
Rate-optimal refinement strategies for local approximation MCMC. Stat. Comput. 32 (4) (2022)
Andrew D. Davis, Dimitrios Giannakis
Graph-theoretic algorithms for Kolmogorov operators: Approximating solutions and their gradients in elliptic and parabolic problems on manifolds. CoRR (2021)
Aras Kayvanrad, Stephen R. Arnott, Nathan Churchill, Stefanie Hassel, Aditi Chemparathy, Fan Dong, Mojdeh Zamyadi, Tom Gee, Robert Bartha, Sandra E. Black, Jane M. Lawrence-Dewar, Christopher J. M. Scott, Sean Symons, Andrew D. Davis, Geoffrey B. Hall, Jacqueline Harris, Nancy J. Lobaugh, Glenda M. MacQueen, Cindy Woo, Stephen C. Strother
Resting state fMRI scanner instabilities revealed by longitudinal phantom scans in a multi-center study. NeuroImage 237 (2021)
Nikita Nogovitsyn, Roberto Souza, Meghan Muller, Amelia Srajer, Stefanie Hassel, Stephen R. Arnott, Andrew D. Davis, Geoffrey B. C. Hall, Jacqueline K. Harris, Mojdeh Zamyadi, Paul D. Metzak, Zahinoor Ismail, Signe L. Bray, Catherine Lebel, Jean M. Addington, Roumen Milev, Kate L. Harkness, Benicio N. Frey, Glenda M. MacQueen
Testing a deep convolutional neural network for automated hippocampus segmentation in a longitudinal sample of healthy participants. NeuroImage 197 (2019)
Patrick R. Conrad, Andrew D. Davis, Youssef M. Marzouk, Natesh S. Pillai, Aaron Smith
Parallel Local Approximation MCMC for Expensive Models. SIAM/ASA J. Uncertain. Quantification 6 (1) (2018)