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Stephan Hoyer
Stephan Hoyer
Google Research
Bestätigte E-Mail-Adresse bei google.com - Startseite
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Zitiert von
Zitiert von
Jahr
Array programming with NumPy
CR Harris, KJ Millman, SJ Van Der Walt, R Gommers, P Virtanen, ...
Nature 585 (7825), 357-362, 2020
215912020
Xarray: N-D labeled arrays and datasets in Python
S Hoyer, J Hamman
Journal of Open Research Software 5 (1), 2017
11692017
mwaskom/seaborn: v0. 11.2 (August 2021)
M Waskom, M Gelbart, O Botvinnik, J Ostblom, P Hobson, S Lukauskas, ...
Zenodo, 2021
1096*2021
Machine learning–accelerated computational fluid dynamics
D Kochkov, JA Smith, A Alieva, Q Wang, MP Brenner, S Hoyer
Proceedings of the National Academy of Sciences 118 (21), e2101784118, 2021
10012021
Learning skillful medium-range global weather forecasting
R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ...
Science 382 (6677), 1416-1421, 2023
874*2023
Learning data-driven discretizations for partial differential equations
Y Bar-Sinai, S Hoyer, J Hickey, MP Brenner
Proceedings of the National Academy of Sciences 116 (31), 15344-15349, 2019
6572019
Lagrangian neural networks
M Cranmer, S Greydanus, S Hoyer, P Battaglia, D Spergel, S Ho
arXiv preprint arXiv:2003.04630, 2020
5622020
The cramer distance as a solution to biased wasserstein gradients
MG Bellemare, I Danihelka, W Dabney, S Mohamed, ...
arXiv preprint arXiv:1705.10743, 2017
4432017
Free-form diffractive metagrating design based on generative adversarial networks
J Jiang, D Sell, S Hoyer, J Hickey, J Yang, JA Fan
ACS nano 13 (8), 8872-8878, 2019
3702019
Efficient and modular implicit differentiation
M Blondel, Q Berthet, M Cuturi, R Frostig, S Hoyer, F Llinares-López, ...
Advances in neural information processing systems 35, 5230-5242, 2022
2782022
Limits of quantum speedup in photosynthetic light harvesting
S Hoyer, M Sarovar, KB Whaley
New Journal of Physics 12 (6), 065041, 2010
2032010
Kohn-Sham equations as regularizer: Building prior knowledge into machine-learned physics
L Li, S Hoyer, R Pederson, R Sun, ED Cubuk, P Riley, K Burke
Physical review letters 126 (3), 036401, 2021
1802021
Assessing microscope image focus quality with deep learning
SJ Yang, M Berndl, D Michael Ando, M Barch, A Narayanaswamy, ...
BMC bioinformatics 19, 1-9, 2018
1752018
Neural general circulation models for weather and climate
D Kochkov, J Yuval, I Langmore, P Norgaard, J Smith, G Mooers, ...
Nature 632 (8027), 1060-1066, 2024
144*2024
Neural reparameterization improves structural optimization
S Hoyer, J Sohl-Dickstein, S Greydanus
arXiv preprint arXiv:1909.04240, 2019
1022019
WeatherBench 2: A benchmark for the next generation of data‐driven global weather models
S Rasp, S Hoyer, A Merose, I Langmore, P Battaglia, T Russell, ...
Journal of Advances in Modeling Earth Systems 16 (6), e2023MS004019, 2024
932024
Machine learning guided aptamer refinement and discovery
A Bashir, Q Yang, J Wang, S Hoyer, W Chou, C McLean, G Davis, Q Gong, ...
Nature Communications 12 (1), 2366, 2021
912021
Learned discretizations for passive scalar advection in a two-dimensional turbulent flow
J Zhuang, D Kochkov, Y Bar-Sinai, MP Brenner, S Hoyer
Physical Review Fluids 6 (6), 064605, 2021
702021
Spatial propagation of excitonic coherence enables ratcheted energy transfer
S Hoyer, A Ishizaki, KB Whaley
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 86 (4 …, 2012
532012
Learning to correct spectral methods for simulating turbulent flows
G Dresdner, D Kochkov, P Norgaard, L Zepeda-Núñez, JA Smith, ...
arXiv preprint arXiv:2207.00556, 2022
512022
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