Foundation Models for Astrophysics | Paper Citation Record

Observation 29ebe95e-d8b3-40f5-94af-b657ea3cf861 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Foundation Models for Astrophysics Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

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Observation 26c6557c-e35d-4ade-9f5e-03615cab7379 · outbound

This paper cites Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.

Foundation Models for Astrophysics Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Reference 2

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Observation e0422414-7105-4d80-9802-fe6af1feaa31 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Foundation Models for Astrophysics V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.574261Z

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Observation 540b1abd-29b5-476d-91b6-d4839e5bd9e4 · outbound

This paper cites Foundational Models Defining a New Era in Vision: A Survey and Outlook.

Foundation Models for Astrophysics Foundational Models Defining a New Era in Vision: A Survey and Outlook

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.578773Z

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Observation b3b542ca-2185-477d-a495-257f197e1f0f · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Foundation Models for Astrophysics Neural Machine Translation by Jointly Learning to Align and Translate

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.583273Z

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Observation 7e61598e-ad19-4fb8-9d3d-0db53db384ee · outbound

This paper cites Neural networks and principal component analysis: Learning from examples without local minima.Neural Networks, 2(1):53–58, 1989.

Foundation Models for Astrophysics Neural networks and principal component analysis: Learning from examples without local minima.Neural Networks, 2(1):53–58, 1989

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.587640Z

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Observation 49be1385-5fb0-46b7-87a6-4e2b01ba74d0 · outbound

This paper cites LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics.

Foundation Models for Astrophysics LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.592443Z

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Observation 1d9a1eda-d738-426b-b628-3bad9c4ca388 · outbound

This paper cites Multimodal Machine Learning: A Survey and Taxonomy.

Foundation Models for Astrophysics Multimodal Machine Learning: A Survey and Taxonomy

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.596722Z

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Observation f90b8607-da84-44a7-ae78-bc3bf6561d10 · outbound

This paper cites John Wiley & Sons, 2011.

Foundation Models for Astrophysics John Wiley & Sons, 2011

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.600703Z

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Observation 4c6541f0-5963-4a80-8946-49e433a25fed · outbound

This paper cites Exhaustive Symbolic Regression.

Foundation Models for Astrophysics Exhaustive Symbolic Regression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.604946Z

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Observation 54574ada-f10a-4e79-9eba-03ed86e7fec5 · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Foundation Models for Astrophysics Relational inductive biases, deep learning, and graph networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.609201Z

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Observation 58d5bacc-76fa-4730-a1a7-5d8add574b94 · outbound

This paper cites Representation learning: A review and new perspectives.IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(8):1798–1828, August 2013.

Foundation Models for Astrophysics Representation learning: A review and new perspectives.IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(8):1798–1828, August 2013

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.613189Z

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Observation df09dbf6-8269-4215-b4e7-b45dd2f8685a · outbound

This paper cites Bishop.Pattern Recognition and Machine Learning.

Foundation Models for Astrophysics Bishop.Pattern Recognition and Machine Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.617455Z

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Observation 43f03da9-4d75-49d0-9c5b-ccebcd205334 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Foundation Models for Astrophysics On the Opportunities and Risks of Foundation Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.621291Z

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Observation 1b4dfd2b-3ebe-459f-a782-f1138c3385aa · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

Foundation Models for Astrophysics RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.625748Z

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Observation 6fae5a61-a1cc-4a03-b280-032e492ed839 · outbound

This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.

Foundation Models for Astrophysics Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.630191Z

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Observation e5b491c9-e60b-4f2b-89a9-435012adad48 · outbound

This paper cites Language Models are Few-Shot Learners.

Foundation Models for Astrophysics Language Models are Few-Shot Learners

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.634088Z

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Observation d866e8f4-6c34-43cb-8c90-45ee39748da4 · outbound

This paper cites Deep Multimodal Representation Learning for Stellar Spectra.

Foundation Models for Astrophysics Deep Multimodal Representation Learning for Stellar Spectra

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.638186Z

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Observation f1d662f4-04ef-4cb1-ba19-bfe11f0a2657 · outbound

This paper cites Emerging Properties in Self-Supervised Vision Transformers.

Foundation Models for Astrophysics Emerging Properties in Self-Supervised Vision Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.642285Z

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Observation 5595abc8-73bc-49db-98d0-a2b76278f7f1 · outbound

This paper cites Multitask learning.Machine learning, 28(1):41–75, 1997.

Foundation Models for Astrophysics Multitask learning.Machine learning, 28(1):41–75, 1997

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.646439Z

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Observation 5cd0f483-6cfc-4ee5-b659-c87b8914a172 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Foundation Models for Astrophysics Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.650270Z

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Observation ac2feeda-5869-4304-bda3-2c46e6f41ebc · outbound

This paper cites A Simple Framework for Contrastive Learning of Visual Representations.

Foundation Models for Astrophysics A Simple Framework for Contrastive Learning of Visual Representations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.654428Z

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Observation 3cd8c7e5-848e-429a-aaf7-366911da8e96 · outbound

This paper cites Group equivariant convolutional networks.

Foundation Models for Astrophysics Group equivariant convolutional networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.658771Z

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Observation 5dea1c9a-d229-468e-b7db-41369f2df702 · outbound

This paper cites The frontier of simulation-based infer- ence.Proceedings of the National Academy of Science, 117(48):30055–30062, December 2020.

Foundation Models for Astrophysics The frontier of simulation-based infer- ence.Proceedings of the National Academy of Science, 117(48):30055–30062, December 2020

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.662668Z

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Observation 8637b7e3-e60e-489b-aed8-34cd267a1019 · outbound

This paper cites Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl.

Foundation Models for Astrophysics Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.666507Z

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Observation e3f3f78e-5c8a-405e-87f0-32e297ef212b · outbound

This paper cites Discovering Symbolic Models from Deep Learning with Inductive Biases.

Foundation Models for Astrophysics Discovering Symbolic Models from Deep Learning with Inductive Biases

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.670731Z

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Observation 3f1a2626-a7d2-4b5b-847d-866b8a7db39c · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Foundation Models for Astrophysics Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.674928Z

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Observation 640018bf-7e99-4a70-9aa5-7e27f72e952d · outbound

This paper cites an unresolved cited work.

Foundation Models for Astrophysics Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.679266Z

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Observation 16a48701-21f5-4735-9171-3ffa5bcd8e8c · outbound

This paper cites Identifiability Results for Multimodal Contrastive Learning.

Foundation Models for Astrophysics Identifiability Results for Multimodal Contrastive Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.682996Z

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Observation 1167e1b5-1e16-43a2-b0d1-9f399111f16b · outbound

This paper cites Zico Kolter.

Foundation Models for Astrophysics Zico Kolter

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.687266Z

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Observation 09f6ea04-858f-4eb5-95ab-2ef9d2bbc8b2 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Foundation Models for Astrophysics BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.691529Z

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Observation 6caa19d1-f01f-4339-b892-e6b71adf15a6 · outbound

This paper cites Donoso-Oliva, I.

Foundation Models for Astrophysics Donoso-Oliva, I

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.695458Z

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Observation 387962ab-e30b-47e4-9ef0-1eba0c7ec3fa · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Foundation Models for Astrophysics An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.699420Z

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Observation 2e698ea0-b7b7-4b00-8086-b84d28f5ab9f · outbound

This paper cites Understanding Emergent Abilities of Language Models from the Loss Perspective.

Foundation Models for Astrophysics Understanding Emergent Abilities of Language Models from the Loss Perspective

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.703352Z

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Observation 9585a693-900a-4e5b-b603-895a16a09f84 · outbound

This paper cites Scalable Pre-training of Large Autoregressive Image Models.

Foundation Models for Astrophysics Scalable Pre-training of Large Autoregressive Image Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.707484Z

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Observation 7fdacc99-4cf3-488d-b85b-2bb166597b5b · outbound

This paper cites Why does unsupervised pre-training help deep learning?Journal of Machine Learning Research, 11(19):625–660, 2010.

Foundation Models for Astrophysics Why does unsupervised pre-training help deep learning?Journal of Machine Learning Research, 11(19):625–660, 2010

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.711761Z

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Observation 06c9bb34-260d-4e15-8315-7449841e8a11 · outbound

This paper cites Mellier, Abdurro’uf, J.

Foundation Models for Astrophysics Mellier, Abdurro’uf, J

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.715412Z

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Observation 9f15efdc-0246-4af1-a478-346f405caa5a · outbound

This paper cites Neocognitron: A self-organizing neural network model for a mech- anism of pattern recognition unaffected by shift in position.Biological cybernetics, 36(4):193–202, 1980.

Foundation Models for Astrophysics Neocognitron: A self-organizing neural network model for a mech- anism of pattern recognition unaffected by shift in position.Biological cybernetics, 36(4):193–202, 1980

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.719448Z

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Observation 5a51bf84-8885-4fbf-8c3a-0235faef02b2 · outbound

This paper cites Garc ´ıa P´erez, Carlos Allende Prieto, Jon A.

Foundation Models for Astrophysics Garc ´ıa P´erez, Carlos Allende Prieto, Jon A

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.723505Z

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Observation b891bf2b-2d80-47d1-9f25-35c690c1dca1 · outbound

This paper cites Astronomical Image Quality Prediction based on Environmental and Telescope Operating Conditions.

Foundation Models for Astrophysics Astronomical Image Quality Prediction based on Environmental and Telescope Operating Conditions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.727365Z

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Observation 394c04b6-06bd-4075-9dd4-a17d91bec131 · outbound

This paper cites Hamiltonian Neural Networks.

Foundation Models for Astrophysics Hamiltonian Neural Networks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.731648Z

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Observation 40eaaf64-e3b0-4b98-8702-183b562bce2b · outbound

This paper cites Bootstrap your own latent: A new approach to self-supervised Learning.

Foundation Models for Astrophysics Bootstrap your own latent: A new approach to self-supervised Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.735724Z

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Observation 4be58a86-b7f1-46b5-ac18-b33a65f327cf · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Foundation Models for Astrophysics Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.739881Z

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Observation 426750ab-d39d-4547-bc2c-4ab873832546 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

Foundation Models for Astrophysics Efficiently Modeling Long Sequences with Structured State Spaces

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.743989Z

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Observation af3c124b-aab0-4bbc-bc97-fdd1ad98defc · outbound

This paper cites an unresolved cited work.

Foundation Models for Astrophysics Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.748123Z

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Observation 27a28394-5f76-417f-b8c1-eec5351c1f94 · outbound

This paper cites Language Models Represent Space and Time.

Foundation Models for Astrophysics Language Models Represent Space and Time

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.752100Z

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Observation 6ec5f658-4e81-4b97-8f5f-8ad0d27559ff · outbound

This paper cites Self- supervised Representation Learning for Astronomical Images.ApJL, 911(2):L33, April 2021.

Foundation Models for Astrophysics Self- supervised Representation Learning for Astronomical Images.ApJL, 911(2):L33, April 2021

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.756430Z

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Observation f1b471da-91b3-469d-8972-235a283f7cbf · outbound

This paper cites Masked Autoencoders Are Scalable Vision Learners.

Foundation Models for Astrophysics Masked Autoencoders Are Scalable Vision Learners

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.760167Z

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Observation 73c26f2a-b514-4766-b00d-e4670ddd5811 · outbound

This paper cites Momentum Contrast for Unsupervised Visual Representation Learning.

Foundation Models for Astrophysics Momentum Contrast for Unsupervised Visual Representation Learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.764224Z

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Observation 16b35c02-518b-4f4a-938f-297f7416eddc · outbound

This paper cites Bartlett, Nicolas Chartier, Carolina Cuesta-Lazaro, Simon Ding, Axel Lapel, Pablo Lemos, Christopher C.

Foundation Models for Astrophysics Bartlett, Nicolas Chartier, Carolina Cuesta-Lazaro, Simon Ding, Axel Lapel, Pablo Lemos, Christopher C

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.768234Z

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Observation c0f679cd-2451-47c2-9f58-7159085805c9 · outbound

This paper cites an unresolved cited work.

Foundation Models for Astrophysics Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.772146Z

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Observation 01060522-262a-4b6e-83fe-d3d9a266de77 · outbound

This paper cites Long short-term memory.Neural Comput., 9(8):1735–1780, November 1997.

Foundation Models for Astrophysics Long short-term memory.Neural Comput., 9(8):1735–1780, November 1997

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.775907Z

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Observation 18a07232-92c9-4259-842a-41594899ff97 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Foundation Models for Astrophysics Training Compute-Optimal Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.779847Z

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Observation 68736bbc-827c-40bd-a8ff-ed26e491dcb8 · outbound

This paper cites Approximation capabilities of multilayer feedforward networks.Neural Net- works, 4(2):251–257, 1991.

Foundation Models for Astrophysics Approximation capabilities of multilayer feedforward networks.Neural Net- works, 4(2):251–257, 1991

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.783827Z

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Observation 05adb0eb-4d8e-4a70-8413-907cdaf72e99 · outbound

This paper cites Analysis of a complex of statistical variables into principal components.

Foundation Models for Astrophysics Analysis of a complex of statistical variables into principal components

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.788144Z

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Observation 7b38f41f-cb35-4238-9cc3-b8cde1df56c1 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Foundation Models for Astrophysics LoRA: Low-Rank Adaptation of Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.792112Z

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Observation c135ba4e-94fb-4030-bc3b-4208c9952154 · outbound

This paper cites Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably).

Foundation Models for Astrophysics Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably)

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.795883Z

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Observation dd9d3942-773c-4d65-80d4-9a5e61066310 · outbound

This paper cites Position: the platonic representation hypothesis.

Foundation Models for Astrophysics Position: the platonic representation hypothesis

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.800016Z

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Observation 2a365e9c-86af-433d-822d-0529135b98bb · outbound

This paper cites Nonlinear independent component analysis: Existence and uniqueness results.Neural networks, 12(3):429–439, 1999.

Foundation Models for Astrophysics Nonlinear independent component analysis: Existence and uniqueness results.Neural networks, 12(3):429–439, 1999

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.804171Z

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Observation cba61947-d68b-4220-a752-e3329e6c3233 · outbound

This paper cites an unresolved cited work.

Foundation Models for Astrophysics Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.808002Z

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Observation 2f801d4f-eabb-4675-a5cf-048cc2532aae · outbound

This paper cites MIT Press, Cambridge, MA, 1997.

Foundation Models for Astrophysics MIT Press, Cambridge, MA, 1997

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.811828Z

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Observation 8b2bce69-b7b1-417b-85e3-17f37f0ab3a4 · outbound

This paper cites Bronstein, and Hagai B.

Foundation Models for Astrophysics Bronstein, and Hagai B

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.815936Z

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Observation 49f88f68-c3af-4640-afb6-64d04471b7df · outbound

This paper cites Scaling Laws for Neural Language Models.

Foundation Models for Astrophysics Scaling Laws for Neural Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.820074Z

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Observation a550a367-da32-4d9f-9895-a1ab3e196b32 · outbound

This paper cites Physics-informed machine learning.Nature Reviews Physics, 3(6):422–440, 2021.

Foundation Models for Astrophysics Physics-informed machine learning.Nature Reviews Physics, 3(6):422–440, 2021

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.824051Z

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Observation b37fab68-c866-48ff-a20d-f6c0a56a159f · outbound

This paper cites Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics.

Foundation Models for Astrophysics Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.828277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ba5a28-ab60-4970-900c-aaa0332ed1d5 · outbound

This paper cites OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra.arXiv e-prints, page arXiv:2601.15351, January 2026.

Foundation Models for Astrophysics OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra.arXiv e-prints, page arXiv:2601.15351, January 2026

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.832613Z

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Unavailable: canonical work link unavailable.

Observation f18683bd-80b7-4033-b85f-8be36d39d43a · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Foundation Models for Astrophysics OpenVLA: An Open-Source Vision-Language-Action Model

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.836948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596901ed-c63b-4915-be60-7e6437c9d31b · outbound

This paper cites Segment Anything.

Foundation Models for Astrophysics Segment Anything

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.841113Z

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Unavailable: canonical work link unavailable.

Observation e08595c9-1e24-460e-9ce6-82009d59b6fe · outbound

This paper cites SpectraFM: Tuning into Stellar Foundation Models.

Foundation Models for Astrophysics SpectraFM: Tuning into Stellar Foundation Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.844874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f0b268-5eb5-4390-b9ca-0832e2da8d67 · outbound

This paper cites Do Better ImageNet Models Transfer Better?.

Foundation Models for Astrophysics Do Better ImageNet Models Transfer Better?

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.848911Z

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Observation 5ee6aca0-e7b6-426b-9255-1c30354ce12b · outbound

This paper cites an unresolved cited work.

Foundation Models for Astrophysics Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.853071Z

Source-reported events for the cited work

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Observation f2ada00a-0f0c-4e02-8e71-b17e195f60df · outbound

This paper cites Synthe spectrum synthesis programs and line data.Kurucz CD-Rom, 1993.

Foundation Models for Astrophysics Synthe spectrum synthesis programs and line data.Kurucz CD-Rom, 1993

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.857344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3f0ba9-e346-41b5-b733-c9262f0f0966 · outbound

This paper cites Lastufka, O.

Foundation Models for Astrophysics Lastufka, O

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.861652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 115e4a2d-a94e-4cfc-94e9-40f40a07e8a8 · outbound

This paper cites Towards Understanding Inductive Bias in Transformers: A View From Infinity.

Foundation Models for Astrophysics Towards Understanding Inductive Bias in Transformers: A View From Infinity

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.865806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f40a7ea-ed27-42e5-b89d-70cc0916dbbe · outbound

This paper cites Lecun, L.

Foundation Models for Astrophysics Lecun, L

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.870072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b8ae88d-db21-461c-b028-9d99dd564923 · outbound

This paper cites A path towards autonomous machine intelligence.

Foundation Models for Astrophysics A path towards autonomous machine intelligence

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.874158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc770726-aa42-4b84-b6e9-f3f92988238a · outbound

This paper cites Rediscover- ing orbital mechanics with machine learning.Machine Learning: Science and Technology, 4(4):045002, December 2023.

Foundation Models for Astrophysics Rediscover- ing orbital mechanics with machine learning.Machine Learning: Science and Technology, 4(4):045002, December 2023

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.878060Z

Source-reported events for the cited work

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Observation 2cdff265-c62d-49c0-ae0a-4a29e2b26521 · outbound

This paper cites Leung and Jo Bovy.

Foundation Models for Astrophysics Leung and Jo Bovy

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.882147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 247b0f9c-a48b-48c9-8544-5d7520d188ce · outbound

This paper cites Differentiable Stellar Atmospheres with Physics-Informed Neural Networks.

Foundation Models for Astrophysics Differentiable Stellar Atmospheres with Physics-Informed Neural Networks

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.886202Z

Source-reported events for the cited work

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Observation fdc3b59e-ffdc-4230-b0ab-23375b4f97d9 · outbound

This paper cites Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning.

Foundation Models for Astrophysics Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.890280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930ec956-6457-4a34-a7ec-c412c68d049a · outbound

This paper cites Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations.

Foundation Models for Astrophysics Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.894299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ff1658-0b03-4b91-baeb-86010f2c7efe · outbound

This paper cites Fama—a scalable foundational astronomical masked autoencoder for astronomical image analysis.The Astrophysical Journal Supplement Series, 283(2):49, mar 2026.

Foundation Models for Astrophysics Fama—a scalable foundational astronomical masked autoencoder for astronomical image analysis.The Astrophysical Journal Supplement Series, 283(2):49, mar 2026

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.898594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6235e8a-ef07-4e0f-82f5-589fe9d6b0fb · outbound

This paper cites Masters, Chris J.

Foundation Models for Astrophysics Masters, Chris J

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.902339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde19b91-3b63-4354-99b1-90fb92c9da15 · outbound

This paper cites Walrus: A Cross-Domain Foundation Model for Continuum Dynamics.

Foundation Models for Astrophysics Walrus: A Cross-Domain Foundation Model for Continuum Dynamics

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.906259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca2db98-1d86-4e25-84b3-9c883a55a259 · outbound

This paper cites Multiple Physics Pretraining for Physical Surrogate Models.

Foundation Models for Astrophysics Multiple Physics Pretraining for Physical Surrogate Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.910538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0906e878-bdba-4d25-93f8-c0729021c264 · outbound

This paper cites A logical calculus of the ideas immanent in nervous activity.The bulletin of mathematical biophysics, 5(4):115–133, 1943.

Foundation Models for Astrophysics A logical calculus of the ideas immanent in nervous activity.The bulletin of mathematical biophysics, 5(4):115–133, 1943

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.914992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb55caa-3c81-4369-bb08-35965813de2c · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Foundation Models for Astrophysics Efficient Estimation of Word Representations in Vector Space

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.919258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d2794b5-44e8-4841-80fc-704e99b11205 · outbound

This paper cites Re- current neural network based language model.

Foundation Models for Astrophysics Re- current neural network based language model

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.923534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151eddc3-4447-448c-82fe-e0dbb8a2f70f · outbound

This paper cites 4M: Massively Multimodal Masked Modeling.

Foundation Models for Astrophysics 4M: Massively Multimodal Masked Modeling

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.927420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007279fc-4bf4-4056-bff2-a5048711e3d7 · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

Foundation Models for Astrophysics Progress measures for grokking via mechanistic interpretability

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.931371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aa1b4fd-fc57-4320-86f3-1fbd43208e4e · outbound

This paper cites Yi, Kim Venn, and Spencer Bialek.

Foundation Models for Astrophysics Yi, Kim Venn, and Spencer Bialek

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.935642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ac3627-0ac4-4d5b-9ae7-cd8b88575cd2 · outbound

This paper cites Emergence of simple-cell receptive field properties by learning a sparse code for natural images.Nature, 381(6583):607–609, 1996.

Foundation Models for Astrophysics Emergence of simple-cell receptive field properties by learning a sparse code for natural images.Nature, 381(6583):607–609, 1996

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.939353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b04085a-4413-468f-9f1f-6bf52cc980ad · outbound

This paper cites Debiasing with Diffusion: Probabilistic Reconstruction of Dark Matter Fields from Galaxies with CAMELS.ApJ, 970(2):174, August 2024.

Foundation Models for Astrophysics Debiasing with Diffusion: Probabilistic Reconstruction of Dark Matter Fields from Galaxies with CAMELS.ApJ, 970(2):174, August 2024

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.943166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5890d641-9805-4d6c-bf86-f284c18aa992 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Foundation Models for Astrophysics DINOv2: Learning Robust Visual Features without Supervision

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.947365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeccf5d1-d2e4-4b67-8ec9-61a26cc0afc1 · outbound

This paper cites SKATR: A self-supervised summary transformer for SKA.SciPost Physics, 18(5):155, May 2025.

Foundation Models for Astrophysics SKATR: A self-supervised summary transformer for SKA.SciPost Physics, 18(5):155, May 2025

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.952156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8565998e-1619-4771-85cb-a9d5985ebb7b · outbound

This paper cites Training language models to follow instructions with human feedback.

Foundation Models for Astrophysics Training language models to follow instructions with human feedback

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.956005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d73756-5cbc-4597-b745-0806cca3f902 · outbound

This paper cites The Scaling Law in Stellar Light Curves.

Foundation Models for Astrophysics The Scaling Law in Stellar Light Curves

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.960084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d8042a-f960-4d15-9c6c-41bf4defbd12 · outbound

This paper cites A survey on transfer learning.IEEE Trans.

Foundation Models for Astrophysics A survey on transfer learning.IEEE Trans

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.964323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ca1b79-241a-43c6-9090-2c2a9fb5fa83 · outbound

This paper cites Zhao & Y .-S.

Foundation Models for Astrophysics Zhao & Y .-S

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.968488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4507b4c-24e5-421d-b939-914e66180738 · outbound

This paper cites AION-1: Omnimodal Foundation Model for Astronomical Sciences.arXiv e-prints, page arXiv:2510.17960, October 2025.

Foundation Models for Astrophysics AION-1: Omnimodal Foundation Model for Astronomical Sciences.arXiv e-prints, page arXiv:2510.17960, October 2025

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-04T04:31:48.972238Z

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