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Boris Bonev

5 papers · 2019–2024 · 3 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown

Venues

ICLR (2) ICML (2) NeurIPS (1)

Top co-authors

Anima Anandkumar (4) Kamyar Azizzadenesheli (3) Julius Berner (2) Colin White (2) Thorsten Kurth (2) Jean Kossaifi (2) Raymond A. Yeh (1) Renbo Tu (1) Robert Joseph George (1) Jaideep Pathak (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (3) Optimization & Theory (2) Techniques (2) Artificial Intelligence (1) Data Science & Analytics (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Methods (1)

Keywords

fourier neural operator (3) time series forecasting (1) partial differential equation (1) memory optimization (1) self-supervised pretraining (1) deformation field (1) neural operator (1) physics simulation (1) approximation bound (1) differential operator (1) mixed precision training (1) integral operator (1) neural network (1) volumetric deformation (1) liquid simulation (1) spherical coordinate (1) climate dynamics (1) multiphysics pde (1) codomain attention (1) localized kernels (1)

Papers

Guaranteed Approximation Bounds for Mixed-Precision Neural Operators ICLR 2024 Neural Operators with Localized Integral and Differential Kernels ICML 2024 Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NeurIPS 2024 Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere ICML 2023 Generating Liquid Simulations with Deformation-aware Neural Networks ICLR 2019