Burigede Liu
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (12)
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Keyword Pioneer
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Trend Setter
Conferences
JMLR (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
partial differential equation
(3)
fourier neural operator
(2)
message passing
(1)
chaotic dynamics
(1)
surrogate model
(1)
fast fourier transform
(1)
scientific computing
(1)
geometric learning
(1)
physics simulation
(1)
turbulent flow
(1)
multi-resolution analysis
(1)
mesh processing
(1)
invariant measure
(1)
graph neural network
(1)
neural network
(1)
dissipative system
(1)
solution operator
(1)
global attractor
(1)
kernel approximation
(1)
multi-resolution method
(1)
Papers
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs
JMLR 2023
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
JMLR 2023
Learning Chaotic Dynamics in Dissipative Systems
NIPS 2022
Fourier Neural Operator for Parametric Partial Differential Equations
ICLR 2021
Multipole Graph Neural Operator for Parametric Partial Differential Equations
NIPS 2020