Alex Townsend
8 papers
· 2020–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Academic Marathon
(5)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(10)
Conferences
ICLR (3)
JMLR (3)
NIPS (2)
Top co-authors
Keywords
partial differential equation
(2)
green's function
(2)
operator learning
(2)
gaussian copula
(1)
numerical linear algebra
(1)
missing value imputation
(1)
approximation theory
(1)
activation function
(1)
neural operator
(1)
scientific machine learning
(1)
fourier basis
(1)
categorical variable
(1)
multiple imputation
(1)
categorical datum
(1)
mixed datum
(1)
ordinal datum
(1)
smooth function
(1)
numerical analysis
(1)
neural network
(1)
network complexity
(1)
Papers
Operator Learning for Hyperbolic PDEs
JMLR 2025
Operator learning without the adjoint
JMLR 2024
Rational neural networks
NIPS 2020