Roberto Molinaro
5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (17)
👑
Triple Crown
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
partial differential equation
(4)
operator learning
(3)
neural operator
(2)
convolutional neural network
(1)
foundation model
(1)
fluid dynamics
(1)
operator transformer
(1)
fourier neural operator
(1)
convolutional neural operator
(1)
function space learning
(1)
sample efficiency
(1)
multiscale transformer
(1)
transfer learning
(1)
inverse problem
(1)
Papers
Poseidon: Efficient Foundation Models for PDEs
NIPS 2024
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning
NIPS 2023
Convolutional Neural Operators for robust and accurate learning of PDEs
NIPS 2023
Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities
ICLR 2023
Neural Inverse Operators for Solving PDE Inverse Problems
ICML 2023