Andrew Stuart
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§¬
Topic Evolution
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
partial differential equation
(3)
neural operator
(2)
kernel approximation
(1)
function space
(1)
message passing
(1)
fourier transform
(1)
chaotic dynamics
(1)
interpolation
(1)
surrogate model
(1)
scientific computing
(1)
physics simulation
(1)
turbulent flow
(1)
multi-resolution analysis
(1)
fourier neural operator
(1)
invariant measure
(1)
graph neural network
(1)
dissipative system
(1)
solution operator
(1)
global attractor
(1)
multi-resolution method
(1)
Papers
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
ICML 2024
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs
JMLR 2023
Learning Chaotic Dynamics in Dissipative Systems
NeurIPS 2022
Fourier Neural Operator for Parametric Partial Differential Equations
ICLR 2021
Multipole Graph Neural Operator for Parametric Partial Differential Equations
NeurIPS 2020