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Stephan Hoyer
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Array programming with NumPy
CR Harris, KJ Millman, SJ Van Der Walt, R Gommers, P Virtanen, ...
Nature 585 (7825), 357-362, 2020
85892020
mwaskom/seaborn: v0. 11.2 (August 2021)
M Waskom, M Gelbart, O Botvinnik, J Ostblom, P Hobson, S Lukauskas, ...
Zenodo, 2020
886*2020
Xarray: N-D labeled arrays and datasets in Python
S Hoyer, J Hamman
Journal of Open Research Software 5 (1), 2017
613*2017
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
3452019
The cramer distance as a solution to biased wasserstein gradients
MG Bellemare, I Danihelka, W Dabney, S Mohamed, ...
arXiv preprint arXiv:1705.10743, 2017
3322017
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
3022021
Lagrangian neural networks
M Cranmer, S Greydanus, S Hoyer, P Battaglia, D Spergel, S Ho
arXiv preprint arXiv:2003.04630, 2020
2872020
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
2372019
Limits of quantum speedup in photosynthetic light harvesting
S Hoyer, M Sarovar, KB Whaley
New Journal of Physics 12 (6), 065041, 2010
1922010
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
1342018
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
902021
Efficient and modular implicit differentiation
M Blondel, Q Berthet, M Cuturi, R Frostig, S Hoyer, F Llinares-López, ...
arXiv preprint arXiv:2105.15183, 2021
652021
Neural reparameterization improves structural optimization
S Hoyer, J Sohl-Dickstein, S Greydanus
arXiv preprint arXiv:1909.04240, 2019
592019
Spatial propagation of excitonic coherence enables ratcheted energy transfer
S Hoyer, A Ishizaki, KB Whaley
Physical Review E 86 (4), 041911, 2012
452012
Realistic and verifiable coherent control of excitonic states in a light-harvesting complex
S Hoyer, F Caruso, S Montangero, M Sarovar, T Calarco, MB Plenio, ...
New Journal of Physics 16 (4), 045007, 2014
412014
Generalized master equation with non-Markovian multichromophoric Förster resonance energy transfer for modular exciton densities
S Jang, S Hoyer, G Fleming, KB Whaley
Physical review letters 113 (18), 188102, 2014
392014
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
382021
corner. py: corner. py v2. 0.0
D Foreman-Mackey, W Vousden, A Price-Whelan, M Pitkin, V Zabalza, ...
Zenodo, 2016
342016
Faster transport with a directed quantum walk
S Hoyer, DA Meyer
Physical Review A 79 (2), 024307, 2009
332009
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
322021
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