Roberto Molinaro
5 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
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Triple Crown
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Mathematics & Optimization
(4)
Architectures
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
partial differential equation
(5)
operator learning
(4)
neural operator
(2)
fourier neural operator
(2)
foundation model
(1)
fluid dynamics
(1)
operator transformer
(1)
approximation bound
(1)
multi-scale transformer
(1)
convolutional neural operator
(1)
function space learning
(1)
sample efficiency
(1)
nonlinear reconstruction
(1)
transfer learning
(1)
inverse problem
(1)
convolutional neural network
(1)
Papers
Poseidon: Efficient Foundation Models for PDEs
NeurIPS 2024
Convolutional Neural Operators for robust and accurate learning of PDEs
NeurIPS 2023
Neural Inverse Operators for Solving PDE Inverse Problems
ICML 2023
Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities
ICLR 2023
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning
NeurIPS 2023