Miles Cranmer
6 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🗺️ Taxonomy Completionist (23) 🌉 Interdisciplinary Bridge
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Cross-Pollinator
(13)
🌈
Renaissance Researcher
(6)
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Mega-Team
(29)
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Trend Setter
Conferences
NIPS (5)
ICLR (1)
Top co-authors
Keywords
symbolic regression
(2)
transfer learning
(2)
spatiotemporal system
(2)
surrogate model
(2)
multimodal learning
(1)
supervised learning
(1)
multi-modal learning
(1)
remote sensing
(1)
time series
(1)
concept learning
(1)
inductive bia
(1)
foundation model
(1)
fluid dynamics
(1)
evolutionary algorithm
(1)
physics simulation
(1)
genetic algorithm
(1)
concept discovery
(1)
large-scale multimodal dataset
(1)
scientific astronomical datum
(1)
multi-channel image
(1)
Papers
Symbolic Regression with a Learned Concept Library
NIPS 2024
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
NIPS 2024
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
NIPS 2024
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
NIPS 2024
Learned Simulators for Turbulence
ICLR 2022
Discovering Symbolic Models from Deep Learning with Inductive Biases
NIPS 2020