ASPCS
 
Title: ADASS XXXIII

Volume: 541 Year: 2025 View this Volume on ADS
Editors: Alice Jacques, Robert Seaman, Natalie Gandilo, and Tyler Linder
ISBN: 978-1-58381-969-2 eISBN: 978-1-58381-970-8

Paper Title Page Authors
Science with Data Archives: Challenges in Multi-Wavelength and Time Domain Data Analysis   
ESASky: Unveiling the Universe Through Multi-Wavelength and Time Domain Exploration 3 Deborah Baines, Bruno Merín, Marcos López-Caniego, Henrik Norman, Philip Matsson, Javier Espinosa, Elena Puga, and Alexandros Marantos
Europe’s Revolutionary Sky Surveyors: Euclid and Gaia 12 Jos de Bruijne and Bruno Altieri
Multi-Wavelength Archival Research: Where Are the Obstacles and How to Tackle Them? 16 Chilingarian, Igor; Grishin, Kirill
Non-Negative Matrix Factorization Approach to Sky Subtraction for Optical Spectroscopy 20 Kolganov, Fedor; Chilingarian, Igor; Grishin, Kirill
3D Visualisation of Radio Data in a Scientific Archive 24 Labadie-García, Ixaka; Verdes-Montenegro, Lourdes; Garrido, Julián
Exploring the Dark Side of the Universe: The Euclid Scientific Archive System 28 Nieto, Sara; Altieri, Bruno; López-Caniego, Marcos; Teodoro, Pilar de; Oliveira, Joaquím; Fernández, Jorge; Alonso-Albi, Tomás; Ríos, Carlos; Pérez, Pablo; Bruijne, Jos de; Merín, Bruno
Navigating ESA HST and JWST Science Archives Through Automated Jupyter Notebooks 32 Espinosa, Javier; Arévalo, María; López-Caniego, Marcos
SOFIA-GREAT Post-Operation Activities and Quality Measures for Heterodyne Data 36 Verbena, J. L.; Buchbender, C.; Higgins, R.
All Your Shapes in ADQL: MOCs in the TAP Ecosystem 40 Demleitner, Markus
Open Developments Towards VHE Multi-Messenger Astrophysics: the Open Library Gammapy with the Very-High-Energy Open Data Format 44 Galelli, C.; Boisson, C.; Khélifi, B.; Servillat, M.; Terrier, R.
Discover Your Astronomical Data From Python—Simply! 48 Savalle, R.; Demleitner, M.; Heinl, H.
Exploring the Journey Towards Scientific Knowledge Through One Year of Public Data at the European JWST Archive 52 Arévalo, María; Espinosa, Javier; López-Caniego, Marcos
Mapping VOTable Data on Data Models: Implementation Status and Prospect 56 Michel, Laurent; Abid, Julien; Bonnarel, François; Cresitello-Dittmar, Mark; Floret, Somia; Landais, Gille; Louys, Mireille; Mantelet, Gregory; Pineau, François-Xavier; Salgado, Jesús
TOPCAT Corner Plot 60 Taylor, Mark
SKA Regional Centres Architecture: One Data Lake, Multiple Nodes 64 Salgado, Jesús; Collinson, James; Bolton, Rosie; Wicenec, Andreas; Goliath, Sharon; Joshi, Rohini; Swinbank, John; Webster, Brendan; Oonk, Raymond; Grainge, Keith; Sánchez-Expósito, Susana; Parra-Royón, Manuel; Dack, Thomas; Hardcastle, Martin; Barbosa, Domingos; Llopis-Sanmillán, Pablo; Fabbro, Sébastien; Beswick, Robert; Vilotte, Jean-Pierre; Breen, Shari; Yates, Jeremy; Grange, Yan; Gaudet, Séverin; An, Tao; Possenti, Andrea; Darriba, Laura; Holanda, Victor; Mendoza, Mariangeles; Galluzzi, Vicenzo; Svedberg, Thomas; Lee-Waddell, Karen; Vitlacil, Dejan; Pandey, Vishambhar Nath; Akahori, Takuya; Chisholm, Louise; Horton, Maya; Watson, Robert
The International Virtual Observatory Alliance in 2023 68 Arviset, Christophe; O’Toole, Simon; the IVOA Executive Committee and Technical Coordination Group
Prototyping Access From Visualisation Tools to SKA Science Images and Cubes Stored in a Rucio Data Lake Through IVOA Discovery and Access Services 72 Bonnarel, François; Salgado, Jesús; Allen, Mark; Barnsley, Rob; Baumann, Matthieu; Boch, Thomas; Bot, Caroline; Butora, Robert; Collinson, James; Fernique, Pierre; Galluzzi, Vincenzo; Joshi, Rohini; Lorenzani, Andrea; Molinaro, Marco; Parra-Royón, Manuel; Sánchez-Castañeda, Jesús; Sánchez-Expósito, Susana; Sciacca, Eva; Tudisco, Giuseppe; Vitello, Fabio; Zanichelli, Alessandra
SPARCL: SPectra Analysis and Retrievable Catalog Lab 77 Juneau, Stéphanie; Jacques, Alice; Pothier, Steve; Bolton, Adam S.; Weaver, Benjamin A.; Pucha, Ragadeepika; McManus, Sean; Nikutta, Robert; Olsen, Knut
Ground and Space Mission Operations Software   
Remote Observations with DISCOS and the Sardinia Radio Telescope 83 Carboni, Giuseppe; Fara, Antonietta Angela Rita; Poppi, Sergio; Migoni, Carlo; Buttu, Marco; Orlati, Andrea; Fiorentini, Matteo; Vitello, Fabio Roberto; Landoni, Marco
Automation of VLASS Quick Look Image Quality Assurance 87 Seelig, Trent; Garza, Sergio; Lawson, Aaron; Kimball, Amy
SPOT: A Collaborative Framework for Planetary Science Operations Planning 91 Javier Espinosa, Sara de la Fuente, Iñaki Ortiz, Fernando Félix-Redondo, Pablo Turrión, Juan de Pablos, Carlos Muñiz, Sergio Ibarnia, and Marian Cuevas
Updating Science Operations Planning Software for the Sudden Loss of Capacity in the HiRISE CCD Array 95 Baugh, Nicole; Schaller, Christian; McArthur, Guy; Block, Kristin
The Online Observation Quality System Implementation for the ASTRI Mini-Array Project 99 Castaldini, L.; Parmiggiani, N.; Bulgarelli, A.; Baroncelli, L.; Fioretti, V.; Piano, A. Di; Abu, I.; Capalbi, M.; Catalano, O.; Conforti, V.; Fiori, M.; Gianotti, F.; Lucarelli, F.; Maccarone, M. C.; Mineo, T.; Lombardi, S.; Pastore, V.; Russo, F.; Sangiorgi, P.; Scuderi, S.; Tosti, G.; Trifoglio, M.; Zampieri, L.; Project, the ASTRI
Best Practices for Developing High Quality Scientific Pipelines in the Framework of the ESA PLATO Mission 103 Keiderling, David; Birch, Aaron; Damiani, Cilia; Jiang, Chen; Heller, René; Kostogryz, Nadiia; Kuhlemann, Ilyas; Rauterberg, Christoph; Samadi-Ghadim, Aunia; Schäfer, Martin; Vasilyev, Valeriy; Ei?, Matthias Ammler-von
Automated Anomaly Detection at Scale with the Cloud-Based Roman Data Monitoring Tool 107 Otor, O. Justin; Averbukh, Jesse; Desjardins, Tyler; Wu, John; Hargis, Jonathan
The Supervisory Control and Data Acquisition Software System for the ASTRI Mini-Array Project 110 Bulgarelli, A.; Lucarelli, F.; Tosti, G.; Conforti, V.; Parmiggiani, N.; Schwarz, J. H.; Abu, I.; Gallardo, J. G. Alvarez; Antonelli, L. A.; Araya, M.; Balbo, M.; Bigongiari, C.; Bruno, P.; Capalbi, M.; Cardillo, M.; Carosi, A.; Castaldini, L.; Castillo, G. A. Rodriguez; Catalano, O.; Compagnino, A. A.; Corpora, M.; Costa, A.; Crestan, S.; Cusumano, G.; D’Aì, A.; Fioretti, V.; Fedorova, E.; Fiordoliva, F.; Gallozzi, S.; Germani, S.; Gianotti, F.; Giordano, V.; Giuliani, A.; Grillo, A.; Huerta, I.; Incardona, F.; Iovenitti, S.; Palombara, N. La; Parola, V. La; Lodi, M.; Lombardi, S.; Maccarone, M. C.; Malaspina, G.; Mastropietro, M.; Millul, R.; Mineo, T.; Montenegro, G.; Mollica, D.; Munari, K.; Pagliaro, A.; Pareschi, G.; Pastore, V.; Perri, M.; Pintore, F.; Romano, P.; Russo, F.; Sanchez, R. Z.; Sangiorgi, P.; Saturni, F. G.; Sayes, N.; Sciacca, E.; Sliusar, V.; Scuderi, S.; Tacchini, A.; Testa, V.; Trifoglio, M.; Tutone, A.; Vercellone, S.; Visconti, F.; Walter, R.; Zacharis, G.
Building a Science-Driven Mission Planning Tool with JMARS 114 Schaller, Christian; Almeida, Miguel; Baugh, Nicole; Heyd, Rodney; McArthur, Guy; Read, Matthew
New Generation of Proposal Handling System (PHS) for ESA Missions: Evolution of XMM-Newton Software 118 Reina, Jose Antonio Quero
Creating Spectral Cubes from NIRSpec MSA Slitlet Stepped Observations 122 Morrison, Jane E.; Law, David R.; Mulcahey, Celia; Sukay, Ezra; Kassin, Susan A.; Pacifici, Camilla; Regan, Michael W.; Bovill, Mia; Dencheva, Nadia; Weiner, Benjamin; Willmer, Christopher
The DRAO Solar Flux Monitoring Program: Nearly 80 Years of Staring Directly at the Sun 126 Rizzo, D. A. Del; Gray, A. D.; Tapping, K. F.; Robert, B.; Lagoy, D.; Bruce, N.
User Experience for Astronomical Software   
User Experience and its Role in Astronomy Software Development 133 Masters, Joe
The Future of FITS and Other Standardized Astronomical Data Formats 143 Mink, Jessica; Grosbøl, Preben; Seaman, Rob
Beyond FITS Tiled Compression: EleFits’ On-The-Fly Adaptive Compression 147 Remy, Edgar; Basset, Antoine
The Documentation Developer Experience: Documentation Engineering at the Vera C. Rubin Observatory 151 Sick, Jonathan; Economou, Frossie
CLEAN Algorithm Implementation Comparisons Between Popular Software Packages 155 Wright, Daniel; Adámek, Karel; Armour, Wesley
A Dynamic GUI to Supercharge Your Scripts 159 Peter Teuben, Anh Hoang Cao, Kylie Gong, and James Stone
AI in Astronomy   
AI in Astronomy 165 Lieu, Maggie
“You Might Also Like These Images”: Unsupervised Affine-Transformation-Independent Representation Learning for the ALMA Science Archive 173 Stoehr, Felix
Detection and Classification of Radio Sources with Deep Learning 177 Riggi, Simone; Cecconello, Thomas; Becciani, Ugo; Vitello, F.
Developing an Efficient and Modular Large-Scale Machine Learning Pipeline to Classify Millions of NASA TESS Light Curves in Search of Variable Stars 181 Audenaert, Jeroen; Hon, Marc; Jayaraman, Rahul; Kunimoto, Michelle; Tkachenko, Andrew; Buzasi, Derek; Lund, Mikkel; Ricker, George; The T’DA Collaboration
Experimenting with Large Language Models and Vector Embeddings in NASA SciX 185 Blanco-Cuaresma, Sergi; Ciuca, Ioana; Accomazzi, Alberto; Kurtz, Michael J.; Henneken, Edwin A.; Lockhart, Kelly E.; Grezes, Felix; Allen, Thomas; Shapurian, Golnaz; Grant, Carolyn S.; Thompson, Donna M.; Hostetler, Timothy W.; Templeton, Matthew R.; Chen, Shinyi; Koch, Jennifer; Jacovich, Taylor; Chivvis, Daniel; Alves, Fernanda de Macedo; Paquin, Jean-Claude; Bartlett, Jennifer; Polimera, Mugdha; Jarmak, Stephanie
O-type Stars’ Stellar Parameter Estimation with ANN 189 Corral, L.J.; Flores, M.; Fierro-Santillán, C.; Navarro, S.G.
Revealing Predictive Maintenance Strategies from Comprehensive Data Analysis of ASTRI-Horn Historical Monitoring Data 193 Incardona, Federico; Costa, Alessandro; Leto, Giuseppe; Munari, Kevin; Pareschi, Giovanni; Scuderi, Salvatore; Tosti, Gino; project, the ASTRI
Automatic Classification of Evolved Objects from the GAIA DR2 and EDR3 Using Machine Learning Tools 197 Navarro, Silvana G.; Martínez-Pinto, Cynthia A.; Hernández, Rogelio; Manteiga, Minia; Corral, Luis J.
Spherinator and HiPSter: Representation Learning for Unbiased Knowledge Discovery from Simulations 202 Polsterer, Kai L.; Doser, Bernd; Fehlner, Andreas; Trujillo-Gomez, Sebastian
Using a Convolutional Neural Network with All Sky Infrared Images to Classify Sky Regions as Clear or Cloudy 206 Taylor, Brock
Deep Unsupervised Domain Adaptation Applied to the Cherenkov Telescope Array Large-Sized Telescope 210 Dell’aiera, Michaël; Plard, Cyann; Vuillaume, Thomas; Benoit, Alexandre; Caro?, Sami
Radio Celestial Source Fringe Signals Detection Based on Transformer Self-Attention Mechanism 214 Yan, Ruiqing; Yin, Zongyao; Yu, Xianchuan
Deep Learning for AGILE Anticoincidence System’s Background Prediction from Orbital and Attitude Parameters 218 Parmiggiani, N.; Bulgarelli, A.; Macaluso, A.; Ursi, A.; Castaldini, L.; Piano, A. Di; Falco, R.; Fioretti, V.; Panebianco, G.; Pittori, C.; Tavani, M.
Quantum Convolutional Neural Networks for the Detection of Gamma-Ray Bursts in the AGILE Space Mission Data 222 Rizzo, A.; Parmiggiani, N.; Bulgarelli, A.; Macaluso, A.; Fioretti, V.; Castaldini, L.; Piano, A. Di; Panebianco, G.; Pittori, C.; Tavani, M.; Sartori, C.; Burigana, C.; Cardone, V.; Farsian, F.; Meneghetti, M.; Murante, G.; Scaramella, R.; Schillirò, F.; Testa, V.; Trombetti, T.
ML and Next Steps in the DRAO Data Handling Pipelines 226 Lagoy, Dustin; Bruce, Nicholas; Rizzo, David A. Del; Harrison, Stephen T.
A New Deep Learning Model for Gamma-Ray Bursts’ Light Curves Simulation 230 Falco, R.; Parmiggiani, N.; Bulgarelli, A.; Panebianco, G.; Castaldini, L.; Piano, A. Di; Fioretti, V.; Lombardi, M.; Pittori, C.; Tavani, M.
Toward Using GANs in Astrophysical Monte-Carlo Simulations 234 Isaac, Ahab; Armour, Wesley; Adámek, Karel
GPU Implementations for Core Astronomical Libraries   
The Gaia AVU - GSR Parallel Solver: CUDA Solutions for Linear Systems Solving and Covariances Calculation Toward Exascale Infrastructures 241 Cesare, Valentina; Becciani, Ugo; Vecchiato, Alberto; Lattanzi, Mario Gilberto; Pitari, Fabio; Tudisco, Giuseppe; Aldinucci, Marco; Bucciarelli, Beatrice
GPU Implementation in Radio Astronomy: a “Giant Leap” into the SKA Era 245 Rubeis, E. De; Gheller, C.; Ta?oni, G.; Tornatore, L.; Lacopo, G.; Goz, D.
Simulating Stellar Color-Magnitude Diagrams on the GPU 249 Dobos, László; Filion, Carrie; Budavári, Tamás; Wyse, Rosemary; Szalay, Alexander S.
Accelerated Briggs Weighting Function on NVIDIA GPUs with CUDA 253 Jagwani, Gurjeet; Adámek, Karel; Armour, Wesley
Software, Tools, and Standards for Solar System, Heliophysics, and Planetary Research   
FAIR Approach for Low Frequency Radio Astronomy 259 Cecconi, Baptiste
Multi-Spacecraft Observatory Data Analysis Techniques 269 Theodore Broeren and Kristopher Klein
Cartographic Mapping Using High-Resolution Shape Models 273 Becker, Kris J.; Edmundson, Kenneth L.; Golish, Dathon R.; Nolan, Michael C.; DellaGiustina, Daniella N.
Improving the Visibility and Citability of Exoplanet Research Software 277 Allen, Alice; Accomazzi, Alberto; Renaud, Joe P.
DOIs at the ESDC and the New ESDC DOI TAP Service 281 Sarmiento, M. H.; Osinde, J.; Ballester, J.; Espinosa, J.; Pérez, H.; Bhatawdekar, R.; Merín, B.
Comet Statistics – A Graphical Representation of International Comet Discovery and Observation Statistics from the NASA PDS Small Bodies Node and the Minor Planet Center 285 Smith, P. S.; Tjiputra, L.; Bauer, J. M.; Sharkey, B.; Farnham, T.
MPEC Watch, a Novel Community Reference Resource Based on the Minor Planet Center Live Data 289 Ye, Quanzhi; Hibbitts, Taegon; Bauer, James M.
Collaborative and Guided Visual Analytics Methods for Space and Planetary Science Applications 293 Rauch, Manuela; Singh, Santokh; Sabol, Vedran; Cody, Seán; Scher, Sebastian; Nodjoumi, Giacomo; Rossi, Angelo; Mcdonald, Iain; Zijlstra, Albert; Cox, Nick
Discovery Portals in Planetary Science Using Vespa 297 Sidaner, P. Le; Haigron, R.; Meneust, R.; Chauvin, C.; Azria, C.; Erard, S.; Cecconi, B.
VisIVO Visual Analytics: An Interactive Visualization Tool for Astrophysical Data Analysis 301 Tudisco, Giuseppe; Vitello, Fabio; Becciani, Ugo; Sciacca, Eva; Riggi, Simone; Molinaro, Marco; Butora, Robert; Molinari, Sergio; Benedettini, Milena
ALBUS: Modelling the Ionosphere with GNSS Interchange Data from the South African TrigNET 305 Hugo, Benjamin; Willis, Tony; Lekganyane, Lebogang; Smirnov, Oleg
SAMP ImageJ Plugin 309 Haigron, R.; Erard, S.
Study of a Spectral Analysis System for Planetary Surfaces 313 Erard, Stéphane
TSRS-Heritage Archive: Digitisation, Standardisation, and Future Perspectives 316 Jerse, Giovanna; Bertocco, Sara; Alberti, Valentina; Molinaro, Marco; Coretti, Igor; Demicheli, Lucio; Messerotti, Muro
Planetary World Coordinate System in Astropy 320 Marmo, Chiara; Erard, Stéphane
The Observers’ Data Access Portal at the Keck Observatory Archive 324 Oluyide, T.; Lynn, M. S.; Coda, T.; Berriman, G. B.; Brown, M.; Fuhrman, L.; Gelino, C.; Good, J.; Hayashi, J.; Lee, C. H.; Mader, J.; Swain, M. A.
Research Software Engineering as a Career Path   
From AI to L2 and Beyond: A Software Engineer Career Turned into a Journey Through Fascinating Territories, Landscapes and, of Course, Languages 331 Balestra, Andrea
Overcoming the Challenges to Develop and Support Multiple Tools for the HST and the JWST Science Community 339 Diaz, R.I.
Cloud Infrastructures for Astronomical Data Analysis   
Science Platforms in the Multi Messenger and Exascale Era 345 Taffoni, Giuliano; Gheller, Claudio; Vitello, Fabio; Bertocco, Sara; Morris, Dave
Gemini Data Reductions – Saving Legacy Software With The Cloud 349 Fraser, Wesley C.; Kavelaars, JJ
XMM-Newton Science Analysis System (SAS) on the Cloud 353 Ibarra, Aitor; Saxton, Richard; Marcos, Jose; Marston, Anthony; Gülbahar, Esin; Kretschmar, Peter
Preparing a Scientific Data Processing Facility for Rubin Observatory’s LSST: the Case of France’s CC-IN2P3 357 Mainetti, Gabriele; Hernandez, Fabio; Georget, Adrien; Boulc’h, Quentin Le; Tortay, Loïc
Empowering SKA Data Challenges: A Homogeneous Platform for Enhanced Collaboration and Scalability Fully Aligned with Open Science 361 Parra-Royón, Manuel; Collinson, James; Sánchez-Castañeda, Jesús; Llopis-Sanmillán, Pablo; Lindqvist, Carolina; Mendoza, MA; Sánchez-Expósito, Susana; Darriba, Laura; Moldón, Javier; Garrido, Julián; Salgado, Jesús; Verdes-Montenegro, Lourdes
Structural Relationships of Remote Galaxies at 1.5 < z < 2.5 Using Support Vector Machines ML Models in Open Science Studio 365 Arteaga, Guillermo Valé
Astrophysics and Cosmos Observation. The Italian National Centre on HPC, Big Data and Quantum Computing 369 Becciani, Ugo; Gheller, Claudio; Scaramella, Roberto; Sciacca, Eva; Stamerra, Antonio; Ta?oni, Giuliano
Processing Large Radio Astronomy Data Cubes within an Objectstore 373 German, G. W. H.
Running Roman Pipelines in NASA Cloud with Apache Airflow and Kubernetes 377 Joliet, Emmanuel
XMM-Newton Science Analysis System Building Evolution Over the Years 381 Marcos, Jose; Ibarra, Aitor; Saxton, Richard; Marston, Anthony
The Road to Science Verification for the SKA Regional Centre Network 385 Collinson, James S.; Salgado, Jesús; Bolton, Rosie
Evaluating IVOA ExecutionPlanner for CIRASA Tools 389 Morris, Dave; Bertocco, Sara; Molinaro, Marco; Riggi, Simone
Other Creative Topics in Astronomical Software   
Decades of Transformation: Evolution of the NASA Astrophysics Data System’s Infrastructure 395 Accomazzi, Alberto
Quantifying & Mitigating Satellite Constellation Interference with SatHub 404 Rawls, Meredith L.; Walker, Constance E.; Dadighat, Michelle; Krantz, Harrison; Eggl, Siegfried; Peel, Mike
The Future of FITS Data Displays for Observatory Operations 408 Brodheim, Max
High Performance Visualization for Astronomy & Cosmology: the VisIVO’s Pathway Toward Exascale Systems 412 Sciacca, Eva; Tuccari, Nicola; Vitello, Fabio; Cesare, Valentina
The VLA Sky Survey 416 Lacy, Mark; Team, The VLASS
Lessons Learned from Building LOFAR Data Processing Pipelines 420 Wild, Matthijs van der
Towards Automated Structural Analysis of Galaxies in Large Imaging Surveys 424 Casura, Sarah
Hypothesis – Property-Based Testing for Python 428 Tocknell, James
Point-Spread-Function Interpolation as a Key to Precise Scientific Outcome 430 Demianenko, Mariia; Pott, Jörg-Uwe; Polsterer, Kai
The Future of LOFAR Data Services 434 Kochanthara, Sangeeth; Swinbank, John; Holties, Hanno
Writing Software That Will Continue to Work 438 Mink, Jessica
ViaLactea Knowledge Base: Status and Perspectives 442 Molinaro, Marco; Butora, Robert; Tudisco, Giuseppe; Vitello, Fabio; Benedettini, Milena; Molinari, Sergio
The Astronomical Table Serialisation System Query Tool (QATSS) and Its Ecosystem 446 Pineau, F.-X.; Landais, G.
Improving CI/CD Workflow Efficiency with Kubernetes and an Automated Bot System 450 Ranabhat, Arianna
MADYS: A Unified Framework for Parameter Estimation of Young Stars and Directly-Imaged Planets 454 Squicciarini, V.
The Continuing Evolution of the Data Central Web Service 458 Tocknell, James
Modernizing IRAF to Support Gemini Data Reduction 461 Fitzpatrick, Michael; Placco, Vinicius; Bolton, Adam; Merino, Brian; Ridgway, Susan; Stanghellini, Letizia
An Original Way to Manage Huge Astronomical Tables 465 Landais, G.; Pineau, F.; Ocvirk, P.; Vizier-Fontanesi, A.; Lepicier, A.; Vanhulle, A.
RFInder: Radio Frequency Interference Data Evaluation and Reduction 469 Ramaila, Athanaseus J.; Maccagni, Filippo M.
To Monorepo or Not to Monorepo: A Multi-Lingual, Telescope-Agnostic Steering Control System 473 Bruce, Nicholas; Lagoy, Dustin; Rizzo, David A. Del
PEG-ify ADQL 477 Mantelet, Grégory; Demleitner, Markus; Juaristi-Campillo, Jon
The Current State of Julia Software Libraries for Astronomy 481 Barrett, Paul
Perl Metaprogrammed TikZ Spectra for the AAOmega Spectrograph 485 Stenborg, T. N.
PyCPL: The ESO Common Pipeline Library in Python v1.0 488 Deshpande, Mrunmayi S.; Lorente, Nuria P. F.; Horton, Anthony; Miszalski, Brent; Palsa, Ralf; Lundin, Lars; Heng, Anthony; Farrell, Aidan
Bright Star Subtraction Pipeline for LSST: Progress Review 492 Bazkiaei, Amir E.; Kelvin, Lee S.; Brough, Sarah; O’Toole, Simon J.; Watkins, Aaron; Schmitz, Morgen A.
IAU CPS Tools to Address Satellite Constellation Interference 497 Dadighat, Michelle; Rawls, Meredith L.; Eggl, Siegfried; Peel, Mike; Walker, Constance E.