Publications - Data Science
A deep learning enhanced novel software tool for laryngeal dynamics analysis
Andreas M Kist, Pablo Gómez, Denis Dubrovskiy, Patrick Schlegel, Melda Kunduk, Matthias Echternach, Rita Patel, Marion Semmler, Christopher Bohr, Stephan Dürr, Anne Schützenberger, Michael Döllinger
Journal of Speech, Language, and Hearing Research 64 (6), 1889-1903 68 2021
Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit
J Östman, P Gómez, VM Shreenath, G Meoni
Proceedings of the 14th IAA Symposium on Small Satellites for Earth Observation, SSEO 4 2023
Designing an Evaluation Framework for Large Language Models in Astronomy Research
John F Wu, Alina Hyk, Kiera McCormick, Christine Ye, Simone Astarita, Elina Baral, Jo Ciuca, Jesse Cranney, Anjalie Field, Kartheik Iyer, Philipp Koehn, Jenn Kotler, Sandor Kruk, Michelle Ntampaka, Charles O'Neill, Joshua EG Peek, Sanjib Sharma, Mikaeel Yunus
arXiv preprint arXiv:2405.20389 2024
Euclid. I. Overview of the Euclid mission
JAA Barroso, A Achúcarro, J Adamek, R Adam, GE Addison, N Aghanim, ...
2024
Euclid. II. The VIS Instrument
M Cropper, A Al-Bahlawan, J Amiaux, S Awan, R Azzollini, K Benson, ...
2024
Euclid. III. The NISP Instrument
K Jahnke, W Gillard, M Schirmer, A Ealet, T Maciaszek, E Prieto, ...
arXiv preprint arXiv:2405.13493 2024
Euclid. V. The Flagship galaxy mock catalogue: a comprehensive simulation for the Euclid mission
FJ Castander, P Fosalba, J Stadel, D Potter, J Carretero, P Tallada-Crespí, ...
arXiv preprint arXiv:2405.13495 2024
Efficient Polyhedral Gravity Modeling in Modern C++ and Python
J Schuhmacher, E Blazquez, F Gratl, D Izzo, P Gómez
Journal of Open Source Software 9 (98), 6384 2024
Machine learning-based identification of Gaia astrometric exoplanet orbits
J Sahlmann, P Gómez
arXiv preprint arXiv:2404.09350 2024
Tackling the Satellite Downlink Bottleneck with Federated Onboard Learning of Image Compression
P Gómez, G Meoni
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern … 2024
Determining the time before or after a galaxy merger event
WJ Pearson, V Rodriguez-Gomez, S Kruk, B Margalef-Bentabol
arXiv preprint arXiv:2404.11166 2024
Scaling Laws for Galaxy Images
Mike Walmsley, Micah Bowles, Anna MM Scaife, Jason Shingirai Makechemu, Alexander J Gordon, Annette Ferguson, Robert G Mann, James Pearson, Jürgen J Popp, Jo Bovy, Josh Speagle, Hugh Dickinson, Lucy Fortson, Tobias Géron, Sandor Kruk, Chris J Lintott, Kameswara Mantha, Devina Mohan, David O'Ryan, Inigo V Slijepevic
arXiv preprint arXiv:2404.02973 2024
Low-light image enhancement of high-speed endoscopic videos using a convolutional neural network
P Gómez, M Semmler, A Schützenberger, C Bohr, M Döllinger
Medical & Biological Engineering & Computing 61 2019
BAGLS, a multihospital Benchmark for Automatic Glottis Segmentation
Pablo Gómez, Andreas M. Kist, Patrick Schlegel, David A. Berry, Dinesh K. Chhetri, Stephan Dürr, Matthias Echternach, Aaron M. Johnson, Stefan Kniesburges, Melda Kunduk, Youri Maryn, Anne Schützenberger, Monique Verguts, Michael Döllinger
Scientific Data 7 (1) 56 2020
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels
P Gómez, G Meoni
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 35 2021
Laryngeal Pressure Estimation with a Recurrent Neural Network
P Gómez, A Schützenberg, M Semmler, M Döllinger
IEEE Journal of Translational Engineering in Health and Medicine 32 2018
Biomechanical simulation of vocal fold dynamics in adults based on laryngeal high-speed videoendoscopy
M Döllinger, P Gómez, RR Patel, C Alexiou, C Bohr, A Schützenberger
PLoS ONE 12 (11) 31 2017
Intersegmenter Variability in High‐Speed Laryngoscopy‐Based Glottal Area Waveform Measures
Youri Maryn, Monique Verguts, Hannelore Demarsin, Joost van Dinther, Pablo Gómez, Patrick Schlegel, Michael Döllinger
Laryngoscope 29 2019
Rethinking glottal midline detection
AM Kist, J Zilker, P Gómez, A Schützenberger, M Döllinger
Scientific reports 10 (1), 20723 25 2020
Physical parameter estimation from porcine ex vivo vocal fold dynamics in an inverse problem framework
P Gómez, A Schützenberger, S Kniesburges, C Bohr, M Döllinger
Biomechanics and Modeling in Mechanobiology 15 2017
Reduced models for sparse grid discretizations of the multi-asset Black-Scholes equation
B Peherstorfer, P Gómez, HJ Bungartz
Advances in Computational Mathematics 41, 1365-1389 14 2015
Geodesy of irregular small bodies via neural density fields
D Izzo, P Gómez
Communications Engineering 1 (1), 48 13 2022
Geodesy of irregular small bodies via neural density fields: geodesynets
D Izzo, P Gómez
arXiv preprint arXiv:2105.13031 13 2021
Torchquad: Numerical integration in arbitrary dimensions with PyTorch
P Gómez, HH Toftevaag, G Meoni
Journal of Open Source Software 6 (64), 3439 12 2021
Selected trends in artificial intelligence for space applications
D Izzo, G Meoni, P Gómez, D Dold, A Zoechbauer
Artificial Intelligence for Space: AI4SPACE, 21-52 11 2022
Neural inverse design of nanostructures (NIDN)
Pablo Gómez, Håvard Hem Toftevaag, Torbjørn Bogen-Storø, Derek Aranguren van Egmond, José M Llorens
Scientific Reports 12 (1), 22160 6 2022
Study of the asteroid bennu using geodesyanns and osiris-rex data
M von Looz, P Gomez, D Izzo
arXiv preprint arXiv:2109.14427 6 2021
Degrees of Freedom in a Vocal Fold Inverse Problem
P Gómez, S Kniesburges, A Schützenberger, C Bohr, M Döllinger
Bioinformatics and Biomedical Engineering, 475-484 4 2017
Investigation of the Robustness of Neural Density Fields
J Schuhmacher, F Gratl, D Izzo, P Gómez
Proceedings of the 12th International Conference on Guidance, Navigation & Control Systems (GNC) 3 2023
Paseos simulates the environment for operating multiple spacecraft
P Gómez, J Östman, VM Shreenath, G Meoni
arXiv preprint arXiv:2302.02659
The fellowship of the Dyson ring: ACT&Friends’ results and methods for GTOC 11
Marcus Märtens, Dario Izzo, Emmanuel Blazquez, Moritz von Looz, Pablo Gómez, Anne Mergy, Giacomo Acciarini, Chit Hong Yam, Javier Hernando-Ayuso, Yuri Shimane
Acta Astronautica 202, 807-818 3 2023
Deterministic conjunction tracking in long-term space debris simulations
P Gómez, F Gratl, O Bösing, D Izzo
arXiv preprint arXiv:2203.06957 2 2022
NIDN: Neural Inverse Design of Nanostructures
P Gómez, HH Toftevaag, T Bogen-Storø, DA van Egmond, JM Llorens
arXiv preprint arXiv:2208.05480 1 2022
Efficient Polyhedral Gravity Modeling in Modern C++ and Python
J Schuhmacher, E Blazquez, F Gratl, D Izzo, P Gómez
Journal of Open Source Software 9 (98), 6384 2024
Machine learning-based identification of Gaia astrometric exoplanet orbits
J Sahlmann, P Gómez
arXiv preprint arXiv:2404.09350 2024
Tackling the Satellite Downlink Bottleneck with Federated Onboard Learning of Image Compression
P Gómez, G Meoni
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern … 2024
Trajectory Optimisation of a Swarm Orbiting 67P/Churyumov-Gerasimenko Maximising Gravitational Signal
R Maråk, E Blazquez, P Gómez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023
Exploring the Use of Molecular Dynamics Simulations for High-Performance Space Debris Collision Modelling
P Gómez, F Gratl, F Gratl, L Summerer
2022
Exploring the Use of Molecular Dynamics Simulations for High-Performance Space Debris Collision Modelling
FA Gratl, P Gómez
Department of Informatics 2022
The 13th International Conference on Advances in Quantitative Laryngology, Voice and Speech Research (June 2–4, 2019, Montreal, Quebec, Canada)
L Mongeau
Applied Sciences 9 (13), 2665 2019
Deep Learning Methods for Processing Endoscopic High-speed Video and Laryngeal Parameter Estimation
P Gómez
Shaker Verlag 2019
A Hardware-aware ADER-DG Method for Hyperbolic Partial Differential Equations
P Gomez
2015
Adaptive Construction of Surrogate Models Based on Sparse Grid Interpolants for Bayesian Inverse Problems
P Gomez
2015
Reduced Models for Sparse Grid Discretizations of the Multi Asset Black Scholes Equation
P Gomez
2014
Accessibility on a Lunar Base-Feasibility Study
A Sattler, C Schulz, J Jung, S Schroth, P Gómez
OSF
The fifteenth data release of the Sloan Digital Sky Surveys: first release of MaNGA-derived quantities, data visualization tools, and stellar library
DS Aguado, R Ahumada, A Almeida, SF Anderson, BH Andrews, ...
The Astrophysical Journal Supplement Series 240 (2), 23 432 2019
Galaxy Zoo: probabilistic morphology through Bayesian CNNs and active learning
Mike Walmsley, Lewis Smith, Chris Lintott, Yarin Gal, Steven Bamford, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen Masters, Claudia Scarlata, Brooke Simmons, Rebecca Smethurst, Darryl Wright
Monthly Notices of the Royal Astronomical Society 491 (2), 1554-1574 143 2020
Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies
Mike Walmsley, Lewis Smith, Chris Lintott, Yarin Gal, Steven Bamford, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen Masters, Claudia Scarlata, Brooke Simmons, Rebecca Smethurst, Darryl Wright
Monthly Notices of the Royal Astronomical Society 509 (3), 3966-3988 130 2022
Galaxy Zoo: secular evolution of barred galaxies from structural decomposition of multiband images
Sandor J Kruk, Chris J Lintott, Steven P Bamford, Karen L Masters, Brooke D Simmons, Boris Häußler, Carolin N Cardamone, Ross E Hart, Lee Kelvin, Kevin Schawinski, Rebecca J Smethurst, Marina Vika
Monthly Notices of the Royal Astronomical Society 473 (4), 4731-4753 106 2018
Galaxy Zoo: unwinding the winding problem–observations of spiral bulge prominence and arm pitch angles suggest local spiral galaxies are winding
Karen L Masters, Chris J Lintott, Ross E Hart, Sandor J Kruk, Rebecca J Smethurst, Kevin V Casteels, William C Keel, Brooke D Simmons, Dennis O Stanescu, Jean Tate, Satoshi Tomi
Monthly Notices of the Royal Astronomical Society 487 (2), 1808-1820 59 2019
Galaxy Zoo and sparcfire: constraints on spiral arm formation mechanisms from spiral arm number and pitch angles
Ross E Hart, Steven P Bamford, Wayne B Hayes, Carolin N Cardamone, William C Keel, Sandor J Kruk, Chris J Lintott, Karen L Masters, Brooke D Simmons, Rebecca J Smethurst
Monthly Notices of the Royal Astronomical Society 472 (2), 2263-2279 59 2017
Galaxy Zoo: the interplay of quenching mechanisms in the group environment
Rebecca J Smethurst, Chris J Lintott, Steven P Bamford, Ross E Hart, Sandor J Kruk, KL Masters, RC Nichol, Brooke D Simmons
Monthly Notices of the Royal Astronomical Society 469 (3), 3670-3687 59 2017
Galaxy Zoo: major galaxy mergers are not a significant quenching pathway
Anna K Weigel, Kevin Schawinski, Neven Caplar, Alfredo Carpineti, Ross E Hart, Sugata Kaviraj, William C Keel, Sandor J Kruk, Chris J Lintott, Robert C Nichol, Brooke D Simmons, Rebecca J Smethurst
Astrophysical Journal 845 (2), 145 41 2017
Galaxy Zoo: evidence for rapid, recent quenching within a population of AGN host galaxies
Rebecca J Smethurst, CJ Lintott, BD Simmons, Kevin Schawinski, SP Bamford, CN Cardamone, SJ Kruk, KL Masters, C Megan Urry, KW Willett, OI Wong
Monthly Notices of the Royal Astronomical Society 463 (3), 2986-2996 40 2016
Practical galaxy morphology tools from deep supervised representation learning
Mike Walmsley, Anna MM Scaife, Chris Lintott, Michelle Lochner, Verlon Etsebeth, Tobias Géron, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen L Masters, Kameswara Bharadwaj Mantha, Brooke D Simmons
Monthly Notices of the Royal Astronomical Society 513 (2), 1581-1599 37 2022
SDSS-IV MaNGA: stellar population gradients within barred galaxies
Amelia Fraser-McKelvie, Michael Merrifield, Alfonso Aragón-Salamanca, Thomas Peterken, Karen Masters, Coleman Krawczyk, Brett Andrews, Johan H Knapen, Sandor Kruk, Adam Schaefer, Rebecca Smethurst, Rogério Riffel, Joel Brownstein, Niv Drory
Monthly Notices of the Royal Astronomical Society: Letters 488 (1), L6-L11 37 2019
Galaxy Zoo: Morphological Classification of Galaxy Images from theIllustrisSimulation
Hugh Dickinson, Lucy Fortson, Chris Lintott, Claudia Scarlata, Kyle Willett, Steven Bamford, Melanie Beck, Carolin Cardamone, Melanie Galloway, Brooke Simmons, William Keel, Sandor Kruk, Karen Masters, Mark Vogelsberger, Paul Torrey, Gregory F Snyder
The Astrophysical Journal 853 (2), 194 36 2018
Galaxy Zoo: finding offset discs and bars in SDSS galaxies
Sandor J Kruk, Chris J Lintott, Brooke D Simmons, Steven P Bamford, Carolin N Cardamone, Lucy Fortson, Ross E Hart, Boris Häußler, Karen L Masters, Robert C Nichol, Kevin Schawinski, Rebecca J Smethurst
Monthly Notices of the Royal Astronomical Society 469 (3), 3363-3373 34 2017
Galaxy zoo: stronger bars facilitate quenching in star-forming galaxies
Tobias Géron, Rebecca J Smethurst, Chris Lintott, Sandor Kruk, Karen L Masters, Brooke Simmons, David V Stark
Monthly Notices of the Royal Astronomical Society 507 (3), 4389-4408 31 2021
Galaxy Zoo: star formation versus spiral arm number
RE Hart, SP Bamford, KRV Casteels, SJ Kruk, CJ Lintott, KL Masters
Monthly Notices of the Royal Astronomical Society 468 (2), 1850-1863 29 2017
Galaxy Zoo: constraining the origin of spiral arms
Ross E Hart, Steven P Bamford, William C Keel, Sandor J Kruk, Karen L Masters, Brooke D Simmons, Rebecca J Smethurst
Monthly Notices of the Royal Astronomical Society 478 (1), 932-949 27 2018
Galaxy Zoo: 3D–crowdsourced bar, spiral, and foreground star masks for MaNGA target galaxies
Karen L Masters, Coleman Krawczyk, Shoaib Shamsi, Alexander Todd, Daniel Finnegan, Matthew Bershady, Kevin Bundy, Brian Cherinka, Amelia Fraser-McKelvie, Dhanesh Krishnarao, Sandor Kruk, Richard R Lane, David Law, Chris Lintott, Michael Merrifield, Brooke Simmons, Anne-Marie Weijmans, Renbin Yan
Monthly Notices of the Royal Astronomical Society 507 (3), 3923-3935 25 2021
The frequency of dust lanes in edge-on spiral galaxies identified by Galaxy Zoo in KiDS imaging of GAMA targets
Benne W Holwerda, Lee Kelvin, Ivan Baldry, Chris Lintott, Mehmet Alpaslan, Kevin A Pimbblet, Jochen Liske, Thomas Kitching, Steven Bamford, Jelte De Jong, Maciej Bilicki, Andrew Hopkins, Joanna Bridge, R Steele, A Jacques, S Goswami, S Kusmic, W Roemer, S Kruk, CC Popescu, K Kuijken, L Wang, A Wright, T Kitching
The Astronomical Journal 158 (3), 103 24 2019
Euclid preparation-XIII. Forecasts for galaxy morphology with the Euclid Survey using deep generative models
H Bretonnière, A Boucaud, F Lanusse, E Jullo, E Merlin, D Tuccillo, ...
Astronomy & Astrophysics 657, A90 20 2022
Galaxy Zoo builder: four-component photometric decomposition of spiral galaxies guided by citizen science
Timothy K Lingard, Karen L Masters, Coleman Krawczyk, Chris Lintott, Sandor Kruk, Brooke Simmons, Robert Simpson, Steven Bamford, Robert C Nichol, Elisabeth Baeten
The Astrophysical Journal 900 (2), 178 20 2020
The impact of satellite trails on Hubble Space Telescope observations
Sandor Kruk, Pablo García-Martín, Marcel Popescu, Ben Aussel, Steven Dillmann, Megan E Perks, Tamina Lund, Bruno Merín, Ross Thomson, Samet Karadag, Mark J McCaughrean
Nature Astronomy 7 (3), 262-268 18 2023
Galaxy Zoo: kinematics of strongly and weakly barred galaxies
Tobias Géron, Rebecca J Smethurst, Chris Lintott, Sandor Kruk, Karen L Masters, Brooke Simmons, Kameswara Bharadwaj Mantha, Mike Walmsley, L Garma-Oehmichen, Niv Drory, Richard R Lane
Monthly Notices of the Royal Astronomical Society 521 (2), 1775-1793 16 2023
Galaxy zoo builder: Morphological dependence of spiral galaxy pitch angle
Timothy Lingard, Karen L Masters, Coleman Krawczyk, Chris Lintott, Sandor Kruk, Brooke Simmons, William Keel, Robert C Nichol, Elisabeth Baeten
Monthly Notices of the Royal Astronomical Society 504 (3), 3364-3374 15 2021
Galaxy And Mass Assembly: Galaxy Zoo spiral arms and star formation rates
Ren Porter-Temple, Benne W Holwerda, Andrew M Hopkins, Lori E Porter, C Henry, T Geron, B Simmons, K Masters, S Kruk
Monthly Notices of the Royal Astronomical Society 515 (3), 3875-3882 13 2022
Hubble Asteroid Hunter-I. Identifying asteroid trails in Hubble Space Telescope images
Sandor Kruk, Pablo García Martín, Marcel Popescu, Bruno Merín, Max Mahlke, Benoît Carry, Ross Thomson, Samet Karadağ, Javier Durán, Elena Racero, Fabrizio Giordano, Deborah Baines, Guido de Marchi, René Laureijs
Astronomy & Astrophysics 661, A85 13 2022
Hubble Asteroid Hunter-II. Identifying strong gravitational lenses in HST images with crowdsourcing
EO Garvin, S Kruk, C Cornen, R Bhatawdekar, R Cañameras, B Merín
Astronomy & Astrophysics 667, A141 10 2022
Galaxy zoo: clump scout: surveying the local universe for giant star-forming clumps
Dominic Adams, Vihang Mehta, Hugh Dickinson, Claudia Scarlata, Lucy Fortson, Sandor Kruk, Brooke Simmons, Chris LintottThe Astrophysical Journal 931 (1), 16 10 2022
Gems of the Galaxy Zoos—A Wide-ranging Hubble Space Telescope Gap-filler Program
William C Keel, Jean Tate, O Ivy Wong, Julie K Banfield, Chris J Lintott, Karen L Masters, Brooke D Simmons, Claudia Scarlata, Carolin Cardamone, Rebecca Smethurst, Lucy Fortson, Jesse Shanahan, Sandor Kruk, Izzy L Garland, Colin Hancock, David O’Ryan
The Astronomical Journal 163 (4), 150 10 2022
Investigating Clumpy Galaxies in the Sloan Digital Sky Survey Stripe 82 Using the Galaxy Zoo
Vihang Mehta, Claudia Scarlata, Lucy Fortson, Hugh Dickinson, Dominic Adams, Jacopo Chevallard, Stéphane Charlot, Melanie Beck, Sandor Kruk, Brooke SimmonsThe Astrophysical Journal 912 (1), 49 10 2021
Galaxy Zoo DESI: Detailed morphology measurements for 8.7 M galaxies in the DESI Legacy Imaging Surveys
Mike Walmsley, Tobias Géron, Sandor Kruk, Anna MM Scaife, Chris Lintott, Karen L Masters, James M Dawson, Hugh Dickinson, Lucy Fortson, Izzy L Garland, Kameswara Mantha, David O’Ryan, Jürgen Popp, Brooke Simmons, Elisabeth M Baeten, Christine Macmillan
Monthly Notices of the Royal Astronomical Society 526 (3), 4768-4786 8 2023
Quantifying the poor purity and completeness of morphological samples selected by galaxy colour
Rebecca J Smethurst, Karen L Masters, Brooke D Simmons, Izzy L Garland, Tobias Géron, Boris Häußler, Sandor Kruk, Chris J Lintott, David O’Ryan, Mike WalmsleyMonthly Notices of the Royal Astronomical Society 510 (3), 4126-4133 8 2022
Euclid preparation-XXVI. The Euclid Morphology Challenge: Towards structural parameters for billions of galaxies
H Bretonnière, U Kuchner, E Merlin, M Castellano, D Tuccillo, F Buitrago, ...
Astronomy & Astrophysics 671, A102 7 2023
The JWST view of the barred galaxy population in the SMACS0723 galaxy cluster
J Méndez-Abreu, L Costantin, S Kruk
Astronomy & Astrophysics 678, A54 6 2023
The loneliest galaxies in the Universe: a GAMA and Galaxy Zoo study on void galaxy morphology
Lori E Porter, Benne W Holwerda, Sandor Kruk, Maritza Lara-López, Kevin A Pimbblet, Christopher PA Henry, Sarah Casura, Lee S Kelvin
Monthly Notices of the Royal Astronomical Society 524 (4), 5768-5780 5 2023
Astrollama: Towards specialized foundation models in astronomy
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciucă, Charlie O'Neill, Ze-Chang Sun, Maja Jabłońska, Sandor Kruk, Ernest Perkowski, Jack Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Różański, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J Rodríguez Méndez, Thang Bui, Alyssa Goodman, Alberto Accomazzi, Jill Naiman, Jesse Cranney, Kevin Schawinski
arXiv preprint arXiv:2309.06126 5 2023
Galaxy Zoo: Clump Scout–Design and first application of a two-dimensional aggregation tool for citizen science
Hugh Dickinson, Dominic Adams, Vihang Mehta, Claudia Scarlata, Lucy Fortson, Stephen Serjeant, Coleman Krawczyk, Sandor Kruk, Chris Lintott, Kameswara Bharadwaj Mantha, Brooke D Simmons, Mike WalmsleyMonthly Notices of the Royal Astronomical Society 517 (4), 5882-5911 5 2022
ESASky SSOSS: Solar System Object Search Service and the case of Psyche
E Racero, F Giordano, B Carry, J Berthier, T Müller, M Mahlke, I Valtchanov, D Baines, S Kruk, B Merín, S Besse, M Küppers, E Puga, J González Núñez, P Rodríguez, I de La Calle, B López-Marti, H Norman, M Wångblad, M López-Caniego, N Álvarez Crespo
Astronomy & Astrophysics 659, A38 5 2022
The most luminous, merger-free AGNs show only marginal correlation with bar presence
Izzy L Garland, Matthew J Fahey, Brooke D Simmons, Rebecca J Smethurst, Chris J Lintott, Jesse Shanahan, Maddie S Silcock, Joshua Smith, William C Keel, Alison Coil, Tobias Géron, Sandor Kruk, Karen L Masters, David O’Ryan, Matthew R Thorne, Klaas Wiersema
Monthly Notices of the Royal Astronomical Society 522 (1), 211-225 4 2023
Astrollama-chat: Scaling astrollama with conversational and diverse datasets
Ernest Perkowski, Rui Pan, Tuan Dung Nguyen, Yuan-Sen Ting, Sandor Kruk, Tong Zhang, Charlie O’Neill, Maja Jablonska, Zechang Sun, Michael J Smith, Huiling Liu, Kevin Schawinski, Kartheik Iyer, Ioana Ciucă, UniverseTBD
Research Notes of the AAS 8 (1), 7 3 2024
Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy
I Ciucă, YS Ting, S Kruk, K Iyer
arXiv preprint arXiv:2306.11648 3 2023
Harnessing the Hubble Space Telescope Archives: A Catalog of 21,926 Interacting Galaxies
David O’Ryan, Bruno Merín, Brooke D Simmons, Antónia Vojteková, Anna Anku, Mike Walmsley, Izzy L Garland, Tobias Géron, William Keel, Sandor Kruk, Chris J Lintott, Kameswara Bharadwaj Mantha, Karen L Masters, Jan Reerink, Rebecca J Smethurst, Matthew R Thorne
The Astrophysical Journal 948 (1), 40 3 2023
Zoobot: Deep learning galaxy morphology classifier
Mike Walmsley, Chris Lintott, Tobias Géron, Sandor Kruk, Coleman Krawczyk, Kyle W Willett, Steven Bamford, Lee S Kelvin, Lucy Fortson, Yarin Gal, William Keel, Karen L Masters, Vihang Mehta, Brooke D Simmons, Rebecca Smethurst, Lewis Smith, Elisabeth M Baeten, Christine Macmillan
Astrophysics Source Code Library, ascl: 2203.027 3 2022
ESA Datalabs: Digital Innovation in Space Science
Vicente Navarro, Sara del Rio, Miguel Angel Diego, Marcos Lopez-Caniego, Filip Marinic, Sandor Kruk, Jan Reerink, Christophe Arviset
Space Data Management, 1-13 2 2024
Asteroids seen by JWST-MIRI: Radiometric size, distance, and orbit constraints
TG Müller, M Micheli, T Santana-Ros, P Bartczak, D Oszkiewicz, S Kruk
Astronomy & Astrophysics 670, A53 2 2023
Hubble Asteroid Hunter: Finding Asteroids in HST Archival Images and Analysing their Absolute Magnitude Cumulative Distribution
Pablo Garcia-Martin, Sandor Kruk, Marcel Popescu, Bruno Merin, Karl Stapelfeldt, Robin Evans, Benoit Carry, J Ross Thomson
AAS/Division for Planetary Sciences Meeting Abstracts 55 (8), 113.01 1 2023
Hubble Asteroid Hunter: Identifying Asteroid Trails in Hubble Space Telescope Images
Pablo García Martín, Sandor Kruk, Marcel Popescu, Bruno Merín, Max Mahlke, Benoît Carry, Ross Thomson, Samet Karadag, Elena Racero, Fabrizio Giordano, Deborah Baines, Javier Durán, Guido de Marchi, René Laureijs, Karl R Stapelfeldt, Robin W Evans
EPSC2022 1 2022
VizieR Online Data Catalog: Galaxy Zoo: Clump Scout: clumpy SDSS gal. at z~< 0.2 (Adams+, 2022)
D Adams, V Mehta, H Dickinson, C Scarlata, L Fortson, S Kruk, B Simmons, C Lintott
VizieR Online Data Catalog 193, J/ApJ/931/16 2024
Hubble Asteroid Hunter-III. Physical properties of newly found asteroids
Pablo García-Martín, Sandor Kruk, Marcel Popescu, Bruno Merín, Karl R Stapelfeldt, Robin W Evans, Benoit Carry, Ross Thomson
Astronomy & Astrophysics 683, A122 2024
Euclid preparation. Measuring detailed galaxy morphologies for Euclid with Machine Learning
B Aussel, S Kruk, M Walmsley, M Huertas-Company, M Castellano, ...
arXiv preprint arXiv:2402.10187 2024
Transfer learning for galaxy feature detection: Finding giant star-forming clumps in low-redshift galaxies using Faster Region-based Convolutional Neural Network
Jürgen J Popp, Hugh Dickinson, Stephen Serjeant, Mike Walmsley, Dominic Adams, Lucy Fortson, Kameswara Mantha, Vihang Mehta, James M Dawson, Sandor Kruk, Brooke Simmons
RAS Techniques and Instruments 3 (1), 174-197 2024
VizieR Online Data Catalog: Galaxy Zoo DESI (Walmsley+, 2023)
M Walmsley, T Heron, S Kruk, A Scaife, C Lintott, KL Masters, JM Dawson, H Dickinson, L Fortson, IL Garland, K Mantha, D O'Ryan, J Popp, B Simmons, EM Baeten, C MacMillan
VizieR Online Data Catalog, J/MNRAS/526/4768 2023
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciucă, Charlie O'Neill, Ze-Chang Sun, Maja Jabłońska, Sandor Kruk, Ernest Perkowski, Jack Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Różański, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J Rodríguez Méndez, Thang Bui, Alyssa Goodman, Alberto Accomazzi, Jill Naiman, Jesse Cranney, Kevin Schawinski
arXiv e-prints, arXiv: 2309.06126 2023
Hubble Asteroid Hunter III. Physical Properties of Newly Found Asteroids
P Garcia-Martin, S Kruk, M Popescu, B Merin, KR Stapelfeldt, RW Evans, B Carry, R Thomson.
LPI Contributions 2851, 2438 2023
Radiometric Size, Distance and Orbit Constraints for Unknown Asteroids Seen in JWST MIRI Images
TG Müller, M Micheli, T Santana-Ros, P Bartczak, D Oszkiewicz, S Kruk
LPI Contributions 2851, 2250 2023
Resolved imaging survey of the analogs of high-z massive, star-forming clumps
Vihang Mehta, Dominic T Adams, Anahita Alavi, James Colbert, Hugh John Dickinson, Lucy Fortson, William Clifford Keel, Sandor Kruk, Chris J Lintott, Kameswara Bharadwaj Mantha, Karen Louise Masters, Jurgen Joseph Popp, Marc Rafelski, Claudia Scarlata, Brooke Devlin Simmons, Harry Teplitz
HST Proposal, 17309 2023
The 4MOST Strong Lensing Spectroscopic Legacy Survey (4SLSLS)
TE Collett, A Sonnenfeld, C Frohmaier, K Glazebrook, D Sluse, V Motta, ...
Messenger 190 2023
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VizieR Online Data Catalog, J/A+ A/667/A141 2022
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European Planetary Science Congress, EPSC2022-1030 2022
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SciOps 2022: Artificial Intelligence for Science and Operations in Astronomy … 2022
VizieR Online Data Catalog: Asteroid trails in HST images (Kruk+, 2022)
S Kruk, Martin P Garcia, M Popescu, B Merin, M Mahlke, B Carry, R Thomson, S Karadag, J Duran, E Racero, F Giordano, D Baines, G de Marchi, R Laureijs
VizieR Online Data Catalog, J/A+ A/661/A85 2022
Galaxy Zoo: Comparing the visual morphology of synthetic galaxies from the Illustris simulation with those in the real Universe.
Hugh Dickinson, Chris Lintott, Claudia Scarlata, Lucy Fortson, Steven Bamford, Carolin Cardamone, William C Keel, Sandor Kruk, Karen Masters, Brooke D Simmons, Mark Vogelsberger, Paul Torrey, Gregory Snyder, Galaxy Zoo Science Team
American Astronomical Society Meeting Abstracts# 231 231, 110.07 2018