Thorsten Kurth

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Legion

Venues

ICML (2) NeurIPS (1)

Top co-authors

Anima Anandkumar (2) Jaideep Pathak (2) Boris Bonev (2) Karthik Kashinath (2) Ryan Abernathey (1) Peter Caldwell (1) Fernando Iglesias-Suarez (1) Veronika Eyring (1) Carl Vondrick (1) Nicholas Geneva (1)

Research topics

Machine Learning (3) Core Methods (2) Data Science & Analytics (1) Deep Learning (1) Architectures (1) Methods (1) Optimization & Theory (1)

Keywords

fourier neural operator (2) differential operator (1) integral operator (1) high-resolution simulation (1) spherical coordinate (1) climate dynamics (1) climate emulation (1) hybrid physics-ml (1) multi-scale climate (1) deterministic regression (1) stochastic regression (1) localized kernels (1) navier-stokes (1) time series forecasting (1) spherical shallow water equations (1)

Papers

Neural Operators with Localized Integral and Differential Kernels ICML 2024 ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation NeurIPS 2023 Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere ICML 2023