TK
Thorsten Kurth
hep-latcs.LGnucl-thhep-phphysics.ao-phcs.DCcs.PFcs.AIphysics.comp-phhep-ex
On Valency
published · living versionsW_sc2pddqk·v1 · currentpublished
4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling
with Deifilia Kieckhefen, Juan Pedro Gutiérrez Hermosillo Muriedas, Lars Helge Heyen, Mathis Bode +10
1 version
Preprints & journals
65 papers in the corpus · 2006–2026A library for differentiable signal processing and machine learning on the sphere2609.39737v1 · Thorsten Kurth, Max Rietmann, Mauro Bisson et al.2026 · 0 citationsarXiv
4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling2609.12815v1 · Deifilia Kieckhefen, Juan Pedro Guti'errez Hermosillo Muriedas, Lars Helge Heyen et al.2026 · 0 citationsarXivon Valency
Anomalous Diffusion of Tropical Cyclones Observed in Huge Ensembles of Hindcasts2607.21954v1 · Abdoul R. Zeba, William D. Collins, Ankur Mahesh et al.2026 · 0 citationsarXiv
Surface temperature extremes produced by huge machine learning hindcasts of summer 20232604.09754v2 · Mark Risser, Ankur Mahesh, William D. Collins et al.2026 · 0 citationsarXiv
Examining Fast Radiatively Driven Responses Using Machine-Learning Weather Emulators2602.16090v2 · Ankur Mahesh, William D. Collins, Travis A. O'Brien et al.2026 · 0 citationsarXiv
Data-driven solar forecasting enables near-optimal economic decisions2509.06925v1 · Zhixiang Dai, Minghao Yin, Xuanhong Chen et al.2025 · 0 citationsarXiv
Surya: Foundation Model for Heliophysics2508.14112v2 · Sujit Roy, Johannes Schmude, Rohit Lal et al.2025 · 0 citationsarXiv
FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale2507.12144v2 · Boris Bonev, Thorsten Kurth, Ankur Mahesh et al.2025 · 4 citationsarXiv
Attention on the Sphere2505.11157v1 · Boris Bonev, Max Rietmann, Andrea Paris et al.2025 · 0 citationsarXiv
Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts2410.18904v1 · Jussi Leinonen, Boris Bonev, Thorsten Kurth et al.2024 · 1 citationarXiv
Toward Capturing Genetic Epistasis From Multivariate Genome-Wide Association Studies Using Mixed-Precision Kernel Ridge Regression2409.01712v1 · Hatem Ltaief, Rabab Alomairy, Qinglei Cao et al.2024 · 13 citationsarXiv
Coarse Graining with Neural Operators for Simulating Chaotic Systems2408.05177v6 · Chuwei Wang, Boris Bonev, Julius Berner et al.2024 · 2 citationsarXiv
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators2408.03100v3 · Ankur Mahesh, William Collins, Boris Bonev et al.2024 · 17 citationsarXiv
Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators2408.01581v3 · Ankur Mahesh, William Collins, Boris Bonev et al.2024 · 15 citationsarXiv
Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model2406.08632v1 · Chenggong Wang, Michael S. Pritchard, Noah Brenowitz et al.2024 · 12 citationsarXiv
Neural Operators with Localized Integral and Differential Kernels2402.16845v2 · Miguel Liu-Schiaffini, Julius Berner, Boris Bonev et al.2024 · 12 citationsarXiv
A Practical Probabilistic Benchmark for AI Weather Models2401.15305v2 · Noah D. Brenowitz, Yair Cohen, Jaideep Pathak et al.2024 · 32 citationsGeophysical Research Letters, 52, e2024GL113656 (2025)
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh2311.06253v2 · Matthias Karlbauer, Nathaniel Cresswell-Clay, Dale R. Durran et al.2023 · 36 citationsJournal of Advances in Modeling Earth Systems, 16, e2023MS004021
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere2306.03838v1 · Boris Bonev, Thorsten Kurth, Christian Hundt et al.2023 · 46 citationsarXiv
FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators2208.05419v1 · Thorsten Kurth, Shashank Subramanian, Peter Harrington et al.2022 · 265 citationsarXiv
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators2202.11214v1 · Jaideep Pathak, Shashank Subramanian, Peter Harrington et al.2022 · 440 citationsarXiv
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems2110.11466v2 · Steven Farrell, Murali Emani, Jacob Balma et al.2021 · 44 citationsarXiv
AI-Driven Multiscale Simulations Illuminate Mechanisms of SARS-CoV-2 Spike Dynamics.33236007 · Casalino, Lorenzo, Dommer, Abigail, Gaieb, Zied et al.2024 · 193 citationsbioRxiv : the preprint server for biology. 2020
IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads2010.06574v1 · Aymen Al Saadi, Dario Alfe, Yadu Babuji et al.2020 · 35 citationsarXiv
Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations2010.00072v2 · Jaideep Pathak, Mustafa Mustafa, Karthik Kashinath et al.2020 · 44 citationsarXiv
Hierarchical Roofline Performance Analysis for Deep Learning Applications2009.05257v4 · Charlene Yang, Yunsong Wang, Steven Farrell et al.2020 · 26 citationsarXiv
Time-Based Roofline for Deep Learning Performance Analysis2009.04598v3 · Yunsong Wang, Charlene Yang, Steven Farrell et al.2020 · 19 citationsarXiv
from Möbius domain-wall fermions solved on gradient-flowed HISQ ensembles2005.04795v3 · Nolan Miller, Henry Monge-Camacho, Chia Cheng Chang et al.2020 · 40 citationsPhys. Rev. D 102, 034507 (2020)
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs1910.13444v1 · Liu Yang, Sean Treichler, Thorsten Kurth et al.2019 · 44 citationsarXiv
The Stochastic Feynman-Hellmann Method1905.03355v1 · Arjun Singh Gambhir, Evan Berkowitz, David Brantley et al.2019 · 0 citationsPoS(LATTICE2018)126
Short Range Operator Contributions to decay from LQCD1904.12055v1 · Henry Monge-Camacho, Evan Berkowitz, David Brantley et al.2019 · 4 citationsarXiv
Progress in Multibaryon Spectroscopy1902.09416v1 · Evan Berkowitz, David Brantley, Kenneth McElvain et al.2019 · 0 citationsarXiv
Heavy Physics Contributions to Neutrinoless Double Beta Decay from QCD.30411940 · Nicholson, A, Berkowitz, E, Monge-Camacho, H et al.2018 · 76 citationsPhysical review letters. 2018;121(17):172501
Simulating the weak death of the neutron in a femtoscale universe with near-Exascale computing1810.01609v2 · Evan Berkowitz, M.A. Clark, Arjun Gambhir et al.2018 · 18 citationsSupercomputing 2018, pp. 697-705
Exascale Deep Learning for Climate Analytics1810.01993v1 · Thorsten Kurth, Sean Treichler, Joshua Romero et al.2018 · 300 citationsarXiv
A per-cent-level determination of the nucleon axial coupling from quantum chromodynamics.29849150 · Chang, C C, Nicholson, A N, Rinaldi, E et al.2018 · 212 citationsNature. 2018;558(7708):91-94
Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer1712.09388v1 · Amrita Mathuriya, Thorsten Kurth, Vivek Rane et al.2017 · 9 citationsarXiv
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC1711.03573v2 · Wahid Bhimji, Steven Andrew Farrell, Thorsten Kurth et al.2017 · 48 citationsarXiv
Nucleon axial coupling from Lattice QCD1710.06523v1 · Chia Cheng Chang, Amy Nicholson, Enrico Rinaldi et al.2017 · 10 citationsarXiv
Calm Multi-Baryon Operators1710.05642v1 · Evan Berkowitz, Amy Nicholson, Chia Cheng Chang et al.2017 · 7 citationsarXiv
Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data1708.05256v1 · Thorsten Kurth, Jian Zhang, Nadathur Satish et al.2017 · 24 citationsarXiv
An accurate calculation of the nucleon axial charge with lattice QCD1704.01114v1 · Evan Berkowitz, David Brantley, Chris Bouchard et al.2017 · 35 citationsarXiv
Möbius domain-wall fermions on gradient-flowed dynamical HISQ ensembles1701.07559v3 · Evan Berkowitz, Chris Bouchard, Chia Cheng Chang et al.2017 · 25 citationsPhys. Rev. D 96, 054513 (2017)
On the Feynman-Hellmann Theorem in Quantum Field Theory and the Calculation of Matrix Elements1612.06963v2 · Chris Bouchard, Chia Cheng Chang, Thorsten Kurth et al.2016 · 71 citationsPhys. Rev. D 96, 014504 (2017)
Neutrinoless double beta decay from lattice QCD1608.04793v1 · Amy Nicholson, Evan Berkowitz, Chia Cheng Chang et al.2016 · 15 citationsarXiv
Nuclear Parity Violation from Lattice QCD1511.02260v1 · Thorsten Kurth, Evan Berkowitz, Enrico Rinaldi et al.2015 · 10 citationsarXiv
Two-nucleon scattering in multiple partial waves1511.02262v1 · Amy Nicholson, Evan Berkowitz, Enrico Rinaldi et al.2015 · 1 citationarXiv
Two-Nucleon Higher Partial-Wave Scattering from Lattice QCD1508.00886v2 · Evan Berkowitz, Thorsten Kurth, Amy Nicholson et al.2015 · 122 citationsPhysics Letters B, Volume 765, 10 February 2017, Pages 285 to 292
High-Performance I/O: HDF5 for Lattice QCD1501.06992v1 · Thorsten Kurth, Andrew Pochinsky, Abhinav Sarje et al.2015 · 0 citationsarXiv
Lattice QCD at the physical point meets SU(2) chiral perturbation theory1310.3626v1 · Stephan Durr, Zoltan Fodor, Christian Hoelbling et al.2013 · 68 citationsPhys. Rev. D 90, 114504 (2014)
Career total: at least 146 works. 65 are in this corpus.Showing the 50 most recent.
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