Harrington, Peter

FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Pathak, J., Subramanian, S., Harrington, P., Raja, S., Chattopadhyay, A., Mardani, M., Kurth, T., Hall, D., Li, Z., Azizzadenesheli, K., et al. (2022) · arXiv

Meteorological Phenomena and SimulationsModel Reduction and Neural Networks

Cited by 1,547

FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators

Kurth, T., Subramanian, S., Harrington, P., Pathak, J., Mardani, M., Hall, D., Miele, A., Kashinath, K., & Anandkumar, A. (2023) · Proceedings of the Platform for Advanced Scientific Computing Conference

Model Reduction and Neural NetworksMeteorological Phenomena and Simulations

Cited by 268

Self-supervised Representation Learning for Astronomical Images

Hayat, M. A., Stein, G., Harrington, P., Lukić, Z., & Mustafa, M. (2021) · The Astrophysical Journal Letters

Galaxies: Formation, Evolution, PhenomenaAstronomical Observations and Instrumentation

Cited by 79

Mining for Strong Gravitational Lenses with Self-supervised Learning

Stein, G., Blaum, J., Harrington, P., Medan, T., & Lukić, Z. (2022) · The Astrophysical Journal

Galaxies: Formation, Evolution, PhenomenaAstrophysical Phenomena and Observations

Cited by 52

Self-supervised similarity search for large scientific datasets

Stein, G., Harrington, P., Blaum, J., Medan, T., & Lukic, Z. (2021) · arXiv

Galaxies: Formation, Evolution, PhenomenaDomain Adaptation and Few-Shot Learning

Cited by 13