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Kurth, Thorsten
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1

Scaling Resolution of Gigapixel Whole Slide Images Using Sp..:

, In: Proceedings of the Platform for Advanced Scientific Computing Conference,
Tsaris, Aristeidis ; Romero, Josh ; Kurth, Thorsten... - p. 1-11 , 2023
Link: https://dl.acm.org/doi/1..
 
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2

FourCastNet: Accelerating Global High-Resolution Weather Fo..:

, In: Proceedings of the Platform for Advanced Scientific Computing Conference,
Kurth, Thorsten ; Subramanian, Shashank ; Harrington, Peter... - p. 1-11 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Deep Learning to Estimate Model Biases in an Operational NW..:

Laloyaux, Patrick ; Kurth, Thorsten ; Dueben, Peter Dominik.
Journal of Advances in Modeling Earth Systems.  14 (2022)  6 - p. , 2022
Link: https://doi.org/10.1029/..
 
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4

ClimateNet: an expert-labeled open dataset and deep learnin..:

Prabhat ; Kashinath, Karthik ; Mudigonda, Mayur...
Geoscientific Model Development.  14 (2021)  1 - p. 107-124 , 2021
Link: https://doi.org/10.5194/..
 
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5

Hierarchical Roofline Performance Analysis for Deep Learnin..:

, In: Lecture Notes in Networks and Systems; Intelligent Computing,
Yang, Charlene ; Wang, Yunsong ; Kurth, Thorsten.. - p. 473-491 , 2021
Link: https://doi.org/10.1007/..
 
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6

AI-driven multiscale simulations illuminate mechanisms of S..:

Casalino, Lorenzo ; Dommer, Abigail C ; Gaieb, Zied...
The International Journal of High Performance Computing Applications.  35 (2021)  5 - p. 432-451 , 2021
Link: https://doi.org/10.1177/..
 
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7

IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by ..:

, In: 50th International Conference on Parallel Processing,
Saadi, Aymen Al ; Alfe, Dario ; Babuji, Yadu... - p. 1-12 , 2021
Link: https://dl.acm.org/doi/1..
 
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8

Accelerate Scientific Deep Learning Models on Heterogeneous..:

Jiang, Chao ; Ojika, David ; Vallecorsa, Sofia...
EPJ Web of Conferences.  245 (2020)  - p. 09014 , 2020
Link: https://doi.org/10.1051/..
 
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9

Time-Based Roofline for Deep Learning Performance Analysis:

, In: 2020 IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers (DLS),
Wang, Yunsong ; Yang, Charlene ; Farrell, Steven... - p. 10-19 , 2020
Link: https://doi.org/10.1109/..
 
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10

FK/Fπ from Möbius domain-wall fermions solved on gradient-f..:

Miller, Nolan ; Monge-Camacho, Henry ; Chang, Chia Cheng...
Physical Review D.  102 (2020)  3 - p. , 2020
Link: https://doi.org/10.1103/..
 
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11

The NERSC Cori HPC System:

, In: Contemporary High Performance Computing,
Brian Austin, Katie Antypas ; Bard, Deborah ; Bhimji, Wahid... - p. 275-304 , 2019
Link: https://doi.org/10.1201/..
 
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12

PCS: A Productive Computational Science Platform:

, In: 2019 International Conference on High Performance Computing & Simulation (HPCS),
Ojika, David ; Gordon-Ross, Ann ; Lam, Herman... - p. 636-641 , 2019
Link: https://doi.org/10.1109/..
 
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13

Next Generation Generative Neural Networks for HEP:

Farrell, Steven ; Bhimji, Wahid ; Kurth, Thorsten...
EPJ Web of Conferences.  214 (2019)  - p. 09005 , 2019
Link: https://doi.org/10.1051/..
 
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14

Highly-Ccalable, Physics-Informed GANs for Learning Solutio..:

, In: 2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS),
Yang, Liu ; Prabhat, Mr ; Karniadakis, George... - p. 1-11 , 2019
Link: https://doi.org/10.1109/..
 
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15

Performance Portability of a Wilson Dslash Stencil Operator..:

, In: 2019 IEEE/ACM International Workshop on Performance, Portability and Productivity in HPC (P3HPC),
Joo, Balint ; Kurth, Thorsten ; Clark, M. A.... - p. 14-25 , 2019
Link: https://doi.org/10.1109/..
 
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