Dorit M. Hammerling

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Computationally Tractable

Experimental Results On Real World

Spatio Temporal Patterns

Data Compression

Top Venues

Publications

Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
On a Structural Similarity Index Approach for Floating-Point Data. IEEE Trans. Vis. Comput. Graph. 30 (9) (2024)
Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
DSSIM: a structural similarity index for floating-point data. CoRR (2022)
Hayden Sather, Alexander Pinard, Allison H. Baker, Dorit M. Hammerling
What can real information content tell us about compressing climate model data? DRBSD@SC (2022)
Dorit M. Hammerling, Allison H. Baker
Advancing data compression via noise detection. Nat. Comput. Sci. 1 (11) (2021)
Dong H. Ahn, Allison H. Baker, Michael Bentley, Ian Briggs, Ganesh Gopalakrishnan, Dorit M. Hammerling, Ignacio Laguna, Gregory L. Lee, Daniel J. Milroy, Mariana Vertenstein
Keeping science on keel when software moves. Commun. ACM 64 (2) (2021)
Andrew Poppick, Joseph Nardi, Noah Feldman, Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
A statistical analysis of lossily compressed climate model data. Comput. Geosci. 145 (2020)
Alexander Pinard, Dorit M. Hammerling, Allison H. Baker
Assessing Differences in Large Spatio-temporal Climate Datasets with a New Python package. IEEE BigData (2020)
Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
Making Root Cause Analysis Feasible for Large Code Bases: A Solution Approach for a Climate Model. HPDC (2019)
Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
Making root cause analysis feasible for large code bases: a solution approach for a climate model. CoRR (2018)
Allison H. Baker, Haiying Xu, Dorit M. Hammerling, Shaomeng Li, John P. Clyne
Toward a Multi-method Approach: Lossy Data Compression for Climate Simulation Data. ISC Workshops (2017)
Allison H. Baker, Daniel J. Milroy, Dorit M. Hammerling, Haiying Xu
Quality Assurance and Error Identification for the Community Earth System Model. CORRECTNESS@SC (2017)