Alex Hernández-García
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3)
🐝
Cross-Pollinator
(15)
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Conferences
JMLR (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
active learning
(1)
domain adaptation
(1)
epistemic uncertainty
(1)
deep learning
(1)
fourier transform
(1)
protein sequence
(1)
protein design
(1)
generative model
(1)
partial differential equation
(1)
neural operator
(1)
physical constraint
(1)
biological sequence design
(1)
climate modeling
(1)
diverse candidate generation
(1)
conservation law
(1)
graph neural network
(1)
catalyst design
(1)
energy prediction
(1)
force prediction
(1)
atom representation
(1)
Papers
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
JMLR 2024
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
JMLR 2024
Hard-Constrained Deep Learning for Climate Downscaling
JMLR 2023
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
ICLR 2022
Biological Sequence Design with GFlowNets
ICML 2022