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Miles Cranmer
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1

Symbolic Regression on FPGAs for Fast Machine Learning Infe..:

Tsoi, Ho Fung ; Pol, Adrian Alan ; Loncar, Vladimir...
EPJ Web of Conferences.  295 (2024)  - p. 09036 , 2024
Link: https://doi.org/10.1051/..
 
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2

AstroCLIP: a cross-modal foundation model for galaxies:

Parker, Liam ; Lanusse, Francois ; Golkar, Siavash...
Monthly Notices of the Royal Astronomical Society.  531 (2024)  4 - p. 4990-5011 , 2024
Link: https://doi.org/10.1093/..
 
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3

Rediscovering orbital mechanics with machine learning:

Lemos, Pablo ; Jeffrey, Niall ; Cranmer, Miles..
Machine Learning: Science and Technology.  4 (2023)  4 - p. 045002 , 2023
Link: https://doi.org/10.1088/..
 
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4

Workshop Summary: Exoplanet Orbits and Dynamics:

Maire, Anne-Lise ; Delrez, Laetitia ; Pozuelos, Francisco J....
Publications of the Astronomical Society of the Pacific.  135 (2023)  1052 - p. 106001 , 2023
Link: https://doi.org/10.1088/..
 
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5

Hierarchical Inference of the Lensing Convergence from Phot..:

Park, Ji Won ; Birrer, Simon ; Ueland, Madison...
The Astrophysical Journal.  953 (2023)  2 - p. 178 , 2023
Link: https://doi.org/10.3847/..
 
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6

The SZ flux-mass (Y–M) relation at low-halo masses: improve..:

Wadekar, Digvijay ; Thiele, Leander ; Hill, J Colin...
Monthly Notices of the Royal Astronomical Society.  522 (2023)  2 - p. 2628-2643 , 2023
Link: https://doi.org/10.1093/..
 
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7

Robust simulation-based inference in cosmology with Bayesia..:

Lemos, Pablo ; Cranmer, Miles ; Abidi, Muntazir...
Machine Learning: Science and Technology.  4 (2023)  1 - p. 01LT01 , 2023
Link: https://doi.org/10.1088/..
 
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8

Augmenting astrophysical scaling relations with machine lea..:

Wadekar, Digvijay ; Thiele, Leander ; Villaescusa-Navarro, Francisco...
Proceedings of the National Academy of Sciences.  120 (2023)  12 - p. , 2023
Link: https://doi.org/10.1073/..
 
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9

Mangrove: Learning Galaxy Properties from Merger Trees:

Jespersen, Christian Kragh ; Cranmer, Miles ; Melchior, Peter...
The Astrophysical Journal.  941 (2022)  1 - p. 7 , 2022
Link: https://doi.org/10.3847/..
 
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10

GaMPEN: A Machine-learning Framework for Estimating Bayesia..:

Ghosh অরিত্র, Aritra ঘোষ ; Urry, C. Megan ; Rau, Amrit...
The Astrophysical Journal.  935 (2022)  2 - p. 138 , 2022
Link: https://doi.org/10.3847/..
 
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11

Predicting the thermal Sunyaev–Zel'dovich field using modul..:

Thiele, Leander ; Cranmer, Miles ; Coulton, William..
Machine Learning: Science and Technology.  3 (2022)  3 - p. 035002 , 2022
Link: https://doi.org/10.1088/..
 
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12

Stability Constrained Characterization of the 23 Myr Old V1..:

Tejada Arevalo, Roberto ; Tamayo, Daniel ; Cranmer, Miles
The Astrophysical Journal Letters.  932 (2022)  1 - p. L12 , 2022
Link: https://doi.org/10.3847/..
 
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13

HIFlow: Generating Diverse Hi Maps and Inferring Cosmology ..:

Hassan, Sultan ; Villaescusa-Navarro, Francisco ; Wandelt, Benjamin...
The Astrophysical Journal.  937 (2022)  2 - p. 83 , 2022
Link: https://doi.org/10.3847/..
 
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14

Charting Galactic Accelerations with Stellar Streams and Ma..:

Nibauer, Jacob ; Belokurov, Vasily ; Cranmer, Miles..
The Astrophysical Journal.  940 (2022)  1 - p. 22 , 2022
Link: https://doi.org/10.3847/..
 
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15

A Bayesian neural network predicts the dissolution of compa..:

Cranmer, Miles ; Tamayo, Daniel ; Rein, Hanno...
Proceedings of the National Academy of Sciences.  118 (2021)  40 - p. , 2021
Link: https://doi.org/10.1073/..
 
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