Title: Astronomical Data Analysis Software and Systems XXVIII

Volume: 523 Year: 2019 View this Volume on ADS
Editors: Peter J. Teuben, Marc W. Pound, Brian A. Thomas, and Elizabeth M. Warner
Astronomical Data Analysis Software and Systems XXVIII
University of Maryland, College Park, MD, USA
11-15 November 2018

This volume contains papers that were presented at the 28th annual conference on
Astronomical Data Analysis Software and Systems (ADASS XXVIII), which was held on 11-15 November in College Park, MD, USA. The meeting was hosted by the Astronomy Department at the University of Maryland.

The main themes in this volume are: Machine Learning; Management of Large Science Projects; Astrophysical Data Visualization from Line Plots to Augmented and Virtual Reality;
Data Science: Workflows, Hardware, Software, and Humanware; Science Platforms: Tools for Data Discovery and Analysis from Different Angles; DevOps Practices in Astronomy Software;
Software for Solar System Astronomy; Time Domain Astronomy; Multi-Messenger Astronomy;
Databases and Archives: Challenges and Solutions in the Big Data Era; Quality Assurance of Science Data; and finally Algorithms.

Each thematic session started with an invited talk, followed by a number of shorter contributed talks, which resulted in 60 oral presentations. In addition, there were 158 posters, 11 floor demos, 5 focus demos, and 7 "Birds of a Feather" (BoF) sessions. In addition to the ADASS meeting, the proceedings of two satellite meetings are also included in this volume: the IVOA and an ADASS Hackathon. We also include the Astrophysical Source Code Library (ASCL) index, which registers all common codes used in astronomical research.

This volume will be of great interest to a wide audience of scientists and scientific programmers who either work with or are responsible for developing complex software systems and large data
ISBN: 978-1-58381-933-3 eISBN: 978-1-58381-934-0

Paper Title Page Authors
Front Matter   
Volume Cover
Front Matter 1
Session I. Astrophysical Data Visualization from Line Plots to Augmented and Virtual Reality   
3D Data Visualization in Astrophysics 3 Kent, B. R.
An Introduction to FITSWebQL 13 Zapart, C.; Shirasaki, Y.; Ohishi, M.; Mizumoto, Y.; Kawasaki, W.; Kobayashi, T.; Kosugi, G.; Morita, E.; Yoshino, A.; Eguchi, S.
An HDF5 Schema for SKA Scale Image Cube Visualization 17 Comrie, A.; Pi'nska, A.; Simmonds, R.; Taylor, A. R.
Analysis of Astronomical Data using VR: the Gaia Catalog in 3D 21 Ramírez, E.; nez, J. G. N.; Hernandez, J.; Salgado, J.; Mora, A.; Lammers, U.; Merín, B.; Baines, D.; de Marchi, G.; Arviset, C.
Exoplanets Data Visualization in Multi-dimensional Plots using Virtual Reality in DACE 25 Alesina, F.; Cabot, F.; Buchschacher, N.; Burnier, J.
VisIVO Visual Analytics Tool: An EOSC Science Demonstrator for Data Discovery 29 Becciani, U.; Vitello, F.; Sciacca, E.; Costa, A.; Calanducci, A.; Riggi, S.; Molinari, S.
Open-source Web Tools for Spectroscopic and Imaging Data Visualization for the VOXAstro Initiative 33 Grishin, K. A.; Chilingarian, I. V.; Katkov, I. Y.
Vissage: Viewing Polarization Data from ALMA 37 Kawasaki, W.; Shirasaki, Y.; Zapart, C. A.; Yoshino, A.; Morita, E.; Kobayashi, T.; Kosugi, G.; Ohishi, M.; Mizumoto, Y.
Realtime Telescope Data Visualization using Web Technologies 41 Mellado, P.
TOPCAT and Gaia 43 Taylor, M. B.
Session II. Machine Learning in Astronomy   
Deep Learning of Astronomical Features with Big Data 49 Lieu, M.; Baines, D.; Giordano, F.; Merin, B.; Arviset, C.; Altieri, B.; Conversi, L.; Carry, B.
Automatic Classification of Transiting Planet Candidates using Deep Learning 59 Ansdell, M.; Ioannou, Y.; Osborn, H. P.; Sasdelli, M.; Smith, J. C.; Caldwell, D.; Jenkins, J. M.; Räissi, C.; Angerhausen, D.
Acceleration of Non-Linear Minimization with PyTorch 63 Nikolic, B.
Feature Selection for Better Spectral Characterization or: How I Learned to Start Worrying and Love Ensembles 67 Gilda, S.
A Method to Detect Radio Frequency Interference Based on Convolutional Neural Networks 71 Dai, C.; Zuo, S.; Liu, W.; Li, J.; Zh, M.; Wu, u. F.; Yu, X.
Cherenkov Shower Detection Combining Probability Distributions from Convolutional Neural Networks 75 Araya, M.; Casas, F.; Cáceres, R.
A New Implementation of Deep Neural Network for Spatio-Spectral Analysis in X-Ray Astronomy 79 Iwasaki, H.; Ichinohe, Y.; Uchiyama, Y.; Yamaguchi, H.
Variable Star Classification using Multi-View Metric Learning 83 Johnston, K.; Caballero-Nieves, S.; Peter, A.; Petit, V.; Haber, R.
Multiscale Spatial Analysis of Young Stars Complex using the dbscan Clustering Algorithm 87 Joncour, I.; Moraux, E.; Duchene, G.; Mundy, L.
LAMOST DR5 Spectral Clustering for Stellar Templates Construction 91 Kong, X.; Luo, A.
Saving Endangered Animals with Astro-Ecology 95 McWhirter, P. R.; Veitch-Michaelis, J.; Burke, C.; Lam, M. C.; Longmore, S. N.
MaxiMask: Identifying Contaminants in Astronomical Images using Convolutional Neural Networks 99 Paillassa, M.; Bertin, E.; Bouy, H.
A Hybrid Neural Network Approach to Estimate Galaxy Redshifts from Multi-Band Photometric Surveys 103 Santos, R. D. C. d.; de Souza, F. C.; Muralikrishna, A.; Junior, W. A. d. S.
Chatting with the Astronomical Data Services 107 Schaaff, A.; Guyot, A.; Boch, T.; Derriere, S.
Machine Learning from Cosmological Simulations to Identify
Distant Galaxy Mergers
111 Snyder, G. F.
A Machine Learning Approach for Dark-Matter Particle
Identification Under Extreme Class Imbalance
115 Sutrisno, R.; Vilalta, R.; Renshaw, A.
Analysis of Stellar Spectra from LAMOST DR5 with Generative Spectrum Networks 119 Wang, R.; Luo, A.
U-NetIM: An Improved U-Net for Automatic Recognition of RFIs 123 Long, M.; Yang, Z.; Xiao, J.; Yu, C.; Zhang, B.
Automatic Detection of Microlensing Events in the Galactic Bulge
using Machine Learning Techniques
127 Chu, S.; Wagstaff, K. L.; Bryden, G.; Shvartzvald, Y.
Session III. Data Science: Workflows, Hardware, Software, Humanware   
Massive Data Exploration in Astronomy:
What Does Cognitive Have To Do With It?
133 Borne, K.
A New Synthesis Imaging Tool for ALMA Based on Sparse Modeling 143 Nakazato, T.; Ikeda, S.; Akiyama, K.; Kosugi, G.; Yamaguchi, M.; Honma, M.
Towards New Solutions for Scientific Computing: The Case of Julia 147 Tomasi, M.; Giordano, M.
Performance Analysis of the SO/PHI Software Framework for
On-board Data Reduction
151 Albert, K.; Hirzberger, J.; Busse, D.; Rodríguez, J. B.; Durán, J. S. C.; Carrascosa, J. P. C.; Fiethe, B.; Gandorfer, A.; Guan, Y.; Kolleck, M.; Lagg, A.; Lange, T.; Michalik, H.; Solanki, S. K.; Iniesta, J. C. d. T.; Woch, J.
Optimization of Aperture Photometry in the Chandra Source Catalog 155 Allen, C.; Miller, J. B.; Primini, F. A.
Utilizing Conda for Fermi Data Analysis Software Releases 159 Asercion, J.
Streamlining Pipeline Workflows: Using Python with an Object-Oriented Approach to Consolidate Aggregate
Pipeline Processes
163 Brown, M. K.; Mader, J. A.; Berriman, G. B.; Gelino, C. R.; Kong, M.; Laity, A. C.; Riley, J.; Rizzi, L.; Swain, M. A.
GMRT Archive Processing Project 167 Deshpande, S.; Wadadekar, Y.; Intema, H.; Ratnakumar, B.; George, L.; Desai, R.; Sakhadeo, A.; Shaikh, S.; Ishwara-Chandra, C. H.; Oberoi, D.
Computational Astrophysics with Go 171 Gupta, P.
JWST Data Management Subsystem Operations: Rehearsing to
Receive, Process, and Archive JWST Data
175 Kaleida, C.; Alexov, A.; Kyprianou, M.; Abney, F.; Burger, M.
CIAO: A Look Under the Hood of Chandra's X-Ray Imaging and Analysis Software Configuration Management –
Past, Present, and Future.
179 Kaufman, Z.; Cresitello-Dittmar, M.; Evans, J. D.; Laurino, O.; McLaughlin, W.; Miller, J.
DALiuGE/CASA Based Processing for the Extragalactic HI Observations with FAST 183 Kitaeff, V.; Zhu, M.; Staveley-Smith, L.; Tobar, R.; Vinsen, K.; Wicenec, A.; Wu, C.
Running GTC Data Reduction Pipelines in Jupyter 187 Pascual, S.; Cardiel, N.; Cabello, C.; Chamorro-Cazorla, M.; Catalán-Torrecilla, C.; Dullo, B. T.; Castillo-Morales, &.; de Paz, A. G.; Gallego, J.
Reprocessing All the XMM-Newton Scientific Data: A Challenge for the Pipeline Processing System 191 Perea-Calderón, J.; Rodriguez-Pascual, P.; Gabriel, C.
MeerKAT: Operational Workflow and Data Analysis 195 Renil, R.
Euclidizing External Tools: An Example from SDC-IT on How to Handle Software and Humanware 199 Romelli, E.; Frailis, M.; Galeotta, S.; Tavagnacco, D.; Maino, D.; Vuerli, C.; Maggio, G.; Taffoni, G.; Euclid, t.; Euclid Consortium
A Real-Time Data Reduction Pipeline for the Goodman Spectrograph 203 Torres-Robledo, S.; Briceño, C.
Session IV. Management of Large Science Projects   
Hit the Ground Running: Data Management for JWST 209 Alexov, A.; Kyprianou, M.; Kaleida, C.; Alexov, A.; Kyprianou, M.; Kaleida, C.
Gaia DPAC Project Office: Coordinating the Production of the Largest Star Catalogue 213 Gracia-Abril; G.; Teyssier; D.; Portell; J.; Brown; A.G.A.; Vallenari; A.; Jansen; F.; Lammers; U.
The VLA Sky Survey – Operations, Data Processing and Archiving 217 Lacy, M.; Chandler, C.; Kimball, A.; Myers, S.; Nyland, K.; Witz, S.; Team, t. V.
Session V. Science Platforms: Tools for Data Discovery and Analysis from Different Angles   
Hubble in the Cloud: A Prototype of a Science Platform at STScI 223 Momcheva, I.; Smith, A.
The NOAO Data Lab: Design, Capabilities, and Community Development 233 Fitzpatrick, M.; Olsen, K.; Eychaner, G.; Fulmer, L.; Huang, L.; Juneau, S.; Nidever, D.; Nikutta, R.; Scott, A.
Astropy and the Virtual Observatory 237 Donaldson, T.
Lilith: A Versatile Instrument and All-Sky Simulator and its Application to TESS 241 Smith, J. C.; Tenenbaum, P.; Jenkins, J. M.; Twicken, J. D.
AFLAK: Visual Programming Environment with Quick Feedback Loop, Tuned for Multi-Spectral Astrophysical Observations 245 Boussejra, M. O.; Takekawa, S.; Uchiki, R.; Matsubayashi, K.; Takeshima, Y.; Uemura, M.; Fujishiro, I.
DEAVI: Dynamic Evolution Added Value Interface 249 Baines, D.; de Calle, I. l.; Herrera-Fernandez, J. M.; Ibarra, A.; Salgado, J.; Valero-Martin, L.
New Python Developments to Access CDS Services 253 Baumann, M.; Boch, T.
Breathing New Life into an Old Pipeline: Precision Radial Velocity Spectra of TESS Exoplanet Candidates 257 Berriman, G. B.; Ciardi, D.; Fulton, B. J.; Good, J. C.; Kong, M.; Isaacson, H.; Walawender, J.
Gaia Photometric Science Alerts Data Flow 261 Delgado, A.; Hodgkin, S.; Evans, D.; Harrison, D.; Rixon, G.; van Leeuwen, F.; van Leeuwen, M.; Yoldas, A.
The CASA Software for Radio Astronomy: Status Update from ADASS 2018 265 Emonts, B.; Raba, R.; Pouzols, F. M.; Tsutsumi, T.; Nakazato, T.; Kepley, A.; Schiebel, D.; Castro, S.; Comrie, A.; Wang, &. K.; Bhatnagar, S.; Brandt, P.; Brogan, C.; Meyer, J. D.; Ford, P.; Golap, K.; García-Dabó, C.; Garwood, B.; Hale, A.; Hunter, T.; Kent, B.; Kawasaki, W.; Indebetouw, R.; Mehringer, D.; Miel, R.; Moellenbrock, G.; Nishie, S.; Ott, J.; Petry, D.; Pokorny, M.; Rau, U.; Reynolds, C.; Sugimoto, K.; Suoranta, V.; Schweighart, N.; Tafoya, D.; Wells, A.; Yoon, I.
Data Analysis Tools for JWST and Beyond 269 Ferguson, H.
Optimization Strategies for Running Legacy Codes 273 Lammers, J.; Teuben, P.
Arcade: An Interactive Science Platform in CANFAR 277 Major, B.; Kavelaars, J.; Fabbro, S.; Durand, D.; Jeeves, H.
Exploring Space, Time, and Data with WCSTools 281 Mink, J.
ESAC Science Exploitation and Preservation Platform Reference Architecture 285 Navarro, V.; Álvarez, R.; Pérez-López, F.; Arviset, C.; Ventura-Traveset, J.; Prieto, R.; Furones, A. M.
Stellar Atmospheric Parameters from Full Spectrum Fitting of Intermediate- and High-resolution Spectra against PHOENIX/BT-Settl Synthetic Stellar Atmospheres 289 Rubtsov, E.; Chilingarian, I.; Borisov, S.; Katkov, I.
Session VI. Quality Assurance of Science Data   
The BagIt Packaging Standard for Interoperability and Preservation 295 Plante, R.; Greene, G.; Hanisch, R.
Adding Science Validation to the JWST Calibration Pipeline 305 Diaz, R. I.; Marin, M. M. G.
Quality Assurance in the Ingestion of Data into the CDS VizieR Catalogue and Data Services 309 Landais, G.; Ocvirk, P.; Allen, M.; Brouty, M.; Perret, E.; Pouvreau, T.; Vannier, P.
ProvTAP: A TAP Service for Providing IVOA Provenance Metadata 313 Bonnarel, F.; Louys, M.; Mantelet, G.; Nullmeier, M.; Servillat, M.; Riebe, K.; Sanguillon, M.
Rectification and Wavelength Calibration of EMIR Spectroscopic Data with Python 317 Cardiel, N.; Pascual, S.; Gallego, J.; Cabello, C.; Garzón, F.; Balcells, M.; Castro-Rodríguez, N.; Domínguez-Palmero, L.; Hammersley, P.; Laporte, N.; Patrick, L. R.; Pelló, R.; Prieto, M.; Streblyanska, A.
DRAGONS – Data Reduction for Astronomy from Gemini Observatory North and South 321 Labrie, K.; Anderson, K.; Cárdenes, R.; Simpson, C.; Turner, J. E. H.
stginga: Ginga Plugins for Data Analysis and Quality Assurance of HST and JWST Science Data 325 Lim, P. L.; Jeschke, E.
A Triplestore Implementation of the IVOA Provenance Data Model 329 Louys, M.; Pineau, F.; Bonnarel, F.; Holzmann, L.
The IVOA Provenance Data Model 333 Servillat, M.; Riebe, K.; Bonnarel, F.; Galkin, A.; Louys, M.; Nullmeier, M.; Sanguillon, M.; Streicher, O.
Session VII. DevOps Practices in Astronomy Software   
DevOps: A Perfect Ally for Science Operations for Large and Distributed Astronomy Projects like Gaia 339 Guerra, R.; Cheek, N.; Anglada, E.; Esquej, P.; Fraile, E.; Pozo, E.; Lammers, U.
Agile and DevOps from the Trenches at ASTRON 349 Loose, G. M.
Fundamentals of Effective Cloud Management for the New NASA Astrophysics Data System 353 Blanco-Cuaresma, S.; Accomazzi, A.; Kurtz, M. J.; Henneken, E.; Grant, C. S.; Thompson, D. M.; Chyla, R.; McDonald, S.; Shapurian, G.; Hostetler, T. W.; Templeton, M. R.; Lockhart, K. E.; Bukovi, K.; Rapport, N.
Versioned Executable User Documentation for In-development Science Tools 357 Boisson, C.; Ruiz, J. E.; Deil, C.; Donath, A.; Khelifi, B.
Development, Tests, and Deployment of Web Application in DACE 361 Burnier, J.; Alesina, F.; Buchschacher, N.
GDL – GNU Data Language 0.9.9 365 Coulais, A.; Duvert, G.; Jung, G.; Arabas, S.; Flinois, S.; Lounis, a. A. S.
Automating Multimission Access: Rolling Out a Flexible Virtual Observatory-based Infrastructure 369 Dower, T.; Shiao, B.
Application of Google Cloud Platform in Astrophysics 373 Landoni, M.; Taffoni, G.; Bignamini, A.; Smareglia, R.
Transforming Science Code into Maintainable Software, Insights into the G-CLEF Exposure Time Calculator (ETC) 377 Paxson, C.; Miller, J. B.; Evans, J. D.
Centralization and Management of Science Operations Procedures and Test Cases using SOCCI 381 Pérez-López, F.; Navarro, V.; Lumi, K.; Liiva, H.; Hanson, H.; Caballero, R.; Kuik, C. L.; Lember, A.; García, C.; Pašenkov, E.; Kaldamäe, L.
Session VIII. Databases and Archives: Challenges and Solutions in the Big Data Era   
Astronomical Archives: Serving Up the Universe 387 Stoehr, F.
Astrocut: A Cutout Service for TESS Full-Frame Image Sets 397 Brasseur, C. E.; Phillip, C.; Hargis, J.; Mullally, S.; Fleming, S.; Fox, M.; Smith, A.
AXS: Making End-User Petascale Analyses Possible, Scalable, and Usable 401 Zečević, P.; Slater, C. T.; Jurić, M.; Lončarić, S.
No-SQL Databases: An Efficient Way to Store and Query Heterogeneous Astronomical Data in DACE 405 Buchschacher, N.; Alesina, F.; Burnier, J.
Data-driven Space Science at ESAC Science Data Centre 409 Martinez, B.; Barbarisi, I.; Gonzalez, J.; Fernandez, M.; Laantee, C.; Merin, B.; Nieto, S.; Perez, H.; Salgado, J.; de Teodoro, P.
Bringing Together the Australian Sky - Coordination and Interoperability Challenges of the All-Sky Virtual Observatory 413 O'Toole, S.; Sealey, K.
Driving Gaia Science from the ESA Archive: DR2 to DR3 417 González-N'uñez, J.; Salgado, J.; Gutiérrez-Sánchez, R.; Segovia, J.; Durán, J.; Racero, E.; Osinde, J.; de Teodoro, P.; Mora, A.; Bakker, J.; U.Lammers; Merín, B.; Arviset, C.; Aguado-Agelet, F.
Creating and Managing Very Large HiPS: The Pan-STARRS Case 421 Boch, T.; Fernique, P.
Archive-2.0: Metadata and Data Synchronization Between MAST,
425 Dowler, P.; Arevalo, M.; Damian, A.; Duran, J.; Durand, D.; Gaudet, S.; Hargis, J.; Major, B.; McLean, B.; Oberdorf, O.; Rodriguez, D. R.
Mapping Data Models to VOTable 429 Laurino, O.; Lemson, G.; Cresitello-Dittmar, M.; Donaldson, T.; Michel, L.
The New Science Portal and the Programmatic Interfaces of the
ESO Science Archive
433 Micol, A.; Arnaboldi, M.; Delmotte, N.; Forchì, V.; Fourniol, N.; Hainaut, O.; Lange, U.; Kahn, A.; Mascetti, L.; Retzlaff, J.; Romaniello, M.; Sisodia, D.; Spiniello, C.; Stellert, M.; Stoher, F.; Vera, I.; Zampieri, S.
Science Exploitation in a Big Data Archive: the Euclid Scientific Archive System 437 Nieto, S.; de Teodoro, P.; Giordano, F.; Racero, E.; Fernandez, M.; Noiret, D.; Salgado, J.; Altieri, B.; Merin, B.; Arviset, C.
The VLITE Database Pipeline 441 Polisensky, E.; Richards, E.; Clarke, T.; Peters, W.; Kassim, N.
Gaia DR2 and the Virtual Observatory: VO in Operations New Era 445 Salgado, J.; nez, J. G.; Gutiérrez-Sánchez, R.; Segovia, J.; Mora, A.; Bakker, J.; Boch, T.; Allen, M.; Hambly, N. C.; Voutsinas, S.; Demleitner, M.; Mantelet, G.; Durán, J.; Racero, E.; de Teodoro, P.; Baines, D.; Merín, B.; Arviset, C.
The OV-GSO Data Center 449 Sanguillon, M.; Glorian, J.; Vastel, C.
The TESS Science Data Archive 453 Swade, D.; Fleming, S.; Jenkins, J. M.; Latham, D. W.; Morgan, E.; Mullally, S. E.; Vanderspek, R.
Session IX. Software for Solar System Astronomy   
ESASky: A New Window for Solar System Data Exploration 459 Racero, E.; Giordano, F.; Carry, B.; Berthier, J.; Gonzalez, J.; Norman, H.; Baines, D.; Merin, B.; Marti, B. L.; Lopez-Caniego, M.; de Teodoro, P.; Salgado, J.; Arviset, C.
The PDS Approach to Science Data Quality Assurance 463 Raugh, A.
Modeling Effects of Stellar UV-Driven Photochemistry on the Transit Spectra of Moist Rocky Atmospheres Around M Dwarfs 467 Badhan, M. A.; Wolf, E. T.; Kopparapu, R. K.; Arney, G.; Kempton, E. M.; Deming, D.; Domagal-Goldman, S.
ZChecker: Finding Cometary Outbursts with the Zwicky Transient Facility 471 Kelley, M. S. P.; Bodewits, D.; Ye, Q.; Laher, R. R.; Masci, F. J.; Monkewitz, S.; Riddle, R.; Rusholme, B.; Shupe, D. L.; Soumagnac, M. T.
Session X. Time Domain Astronomy   
Data Challenges of the VO in Time Domain Astronomy 477 Nebot, A.
The ZTF Alert Stream: Lessons from the First Six Months of Operating an LSST Precursor 485 Juric, M.; Bellm, E. C.; Patterson, M. T.; Golkhou, V. Z.; Rusholme, B.
A GPU Implementation of the Harmonic Sum Algorithm 489 Adámek, K.; Armour, W.
Prototype Implementation of a Web-Based Gravitational Wave Signal Analyzer: SNEGRAF 493 Eguchi, S.; Shibagaki, S.; Hayama, K.; Kotake, K.
Time in Aladin 497 Fernique, P.; Durand, D.; Nebot, A.
Session XI. Multi-Messenger Astronomy   
Coordinating Observations Among Ground and Space-Based Telescopes in the Multi-Messenger Era 503 Kuulkers, E.; Ehle, M.; Gabriel, C.; Ibarra, A.; Kretschmar, P.; Merín, B.; Ness, J.; Salazar, E.; Salgado, J.; Sánchez-Fernández, C.; Saxton, R.; Levesque, E. M.
Searching for Optical Counterparts to Gravitational Wave Events with the Catalina Sky Survey 511 Lundquist, M. J.; Sand, D.; Christensen, E.; Fong, W.; Paterson, K.
CALET Gamma-ray Burst Monitor Web-analysis System 515 Ebisawa, K.; Nakahira, S.; Sakamoto, T.; Yoshida, A.
Session XII. Algorithms   
An Overview of the LSST Image Processing Pipelines 521 Bosch, J.; AlSayyad, Y.; Armstrong, R.; Bellm, E.; Chiang, H.; Eggl, S.; Findeisen, K.; Fisher-Levine, M.; Guy, L. P.; Guyonnet, A.; Ivezić, v.; Jenness, T.; Kovács, G.; Krughoff, K. S.; Lupton, R. H.; Lust, N. B.; MacArthur, L. A.; Meyers, J.; Moolekamp, F.; Morrison, C. B.; Morton, T. D.; O'Mullane, W.; Parejko, J. K.; Plazas, A. A.; Price, P. A.; Rawls, M. L.; Reed, S. L.; Schellart, P.; Slater, C. T.; Sullivan, I.; Swinbank, J. D.; Taranu, D.; Waters, C. Z.; Wood-Vasey, W. M.
Performance-related Aspects in the Big Data Astronomy Era: Architects in Software Optimization 531 Tavagnacco, D.; Frailis, M.; Galeotta, S.; Romelli, E.; Maino, D.; Vuerli, C.; Maggio, G.; Taffoni, G.
GWCS - A General Approach to Astronomical World Coordinates 535 Dencheva, N.; Greenfield, P.
Data-Driven Pixelation with Voronoi Tessellation 539 Lam, M. C.; McWhirter, P. R.
The JWST Data Calibration Pipeline 543 Bushouse, H.; Eisenhamer, J.; Davies, J.
Jitter and Readout Sampling Frequency Impact on the Athena/X-IFU Performance 547 Ceballos, M.; Cobo, B.; Peille, P.
A Simple Survey of Cross-Matching Methods 551 Fan, D.; Xu, Y.; Han, J.; Li, C.; He, B.; Tao, Y.; Cui, C.
Extragalactic Stellar Photometry and the Blending Problem 555 Feinstein, C.; Baume, G.; Rodríguez, J.; Vergne, M.
Astrophysical Code Migration into Exascale Era 559 Goz, D.; Bertocco, S.; Tornatore, L.; Taffoni, G.
Pixel Mask Filtering of the CIAO Data Model 563 He, H.; Cresitello-Dittmar, M.; Glotfelty, K.
The Algorithms Behind the HPF and NEID Pipeline 567 Kaplan, K. F.; Bender, C. F.; Terrien, R. C.; Ninan, J.; Roy, A.; Mahadevan, S.
Alpha-X: An Alpha Shape-based Hierarchical Clustering Algorithm 571 Karim, R. L.; Mundy, L. G.; Joncour, I.
Acceleration of the Sparse Modeling Imaging Tool for ALMA Radio Interferometric Data 575 Kosugi, G.; Nakazato, T.; Ikeda, S.
Tensor Clusters for Extracting and Summarizing Components in Spectral Cubes 579 Solar, M.; Farias, H.; Nunez, C.
Robust Registration of Astronomy Catalogs 583 Tian, F.; Budavári, T.; Basu, A.
Development of Auto-multithresh: an Automated Masking Algorithm for Deconvolution in CASA 587 Tsutsumi, T.; Kepley, A.; Yoon, I.; Rau, U.
Session XIII. Miscellaneous   
Receiving Credit for Research Software 593 Allen, A.
Starting Up a Data Model for Exoplanetary Data 597 Molinaro, M.; Alei, E.; Benatti, S.; Bignamini, A.; Bonnarel, F.; Damasso, M.; Louys, M.; Maris, M.; Nascimbeni, V.
Subaru Telescope Network 5 or STN5 - The New Computer and Network System at the Subaru Telescope 601 Noumaru, J.; Winegar, T.; Kyono, E.; Yamanoi, H.; Schubert, K.
Data Products from the Europa Imaging System (EIS) on Europa Clipper 605 Patterson, G. W.; McEwen, A. S.; Turtle, E. P.; Ernst, C. M.; Kirk, R. L.
The CDS HEALPix Library 609 Pineau, F.; Fernique, P.
Availability of Hyperlinked Resources in Astrophysics Papers 613 Ryan, P. W.; Allen, A.; Teuben, P.
Data Processing of the Stratospheric Terahertz Observatory-2 [CII] Survey 617 Shipman, R.; Seo, Y.; Tolls, V.; Peters, W.; Kavak, &.; Kulesa, C.; Walker, C.
VO Service in Japan: Registry Service Based on Apache Solr and SIA v2 Service for Japanese Facilities 621 Shirasaki, Y.; Zapart, C.; Ohishi, M.; Mizumoto, Y.
Running the Fermi Science Tools on Windows 625 Stephens, T. E.
Binospec@MMT: A Database Driven Model of Operations, from Planning of Observations to Data Reduction and Archiving 629 Chilingarian, I.; Moran, S.; Paegert, M.; Fabricant, D.; Kansky, J.; Brown, W.
QAC: Quick Array Combinations with CASA 633 Teuben, P.
Super-resolution Imaging of the Protoplanetary Disk HD 142527
using Sparse Modeling
637 Yamaguchi, M.; Akiyama, K.; Kataoka, A.; Tsukagoshi, T.; Muto, T.; Ikeda, S.; Fukagawa, M.; Honma, M.; Kawabe, R.
MIRISim: The JWST-MIRI Simulator 641 Geers, V. C.; Klaassen, P. D.; Beard, S.; European, M.; European Consortium
Preparing for JWST: A Detailed Simulation of a MOS Deep Field with NIRSpec 645 Giardino, G.; Bonaventura, N.; Chevallard, J.; Curtis-Lake, E.; Ferruit, P.; Jakobsen, P.; Jarno, A.; Pecontal, A.; Piqueras, L.; The JADES Collaboration
MegaPipe 2.0: 10000 Square Degrees of CFHT MegaCam Imaging 649 Gwyn, S. D.
Abstracting the Storage and Retrieval of Image Data at the LSST 653 Jenness, T.; Bosch, J. F.; Schellart, P.; Lim, K.; Salnikov, A.; Gower, a. M.
VO for Everyone - Getting Ready for the 4rm th ASTERICS DADI VO School 657 Lutz, K. A.; Nebot, A.; Allen, M. G.; Derriere, S.
ALiX: An Advanced Search Interface for Aladin Lite 661 Michel, L.; Boch, T.; Shan, X.; Wang, J.
Session XIV. Tutorials   
All-Sky Astronomy with HiPS and MOCs 667 Derriere, S.
Working with the Hubble Space Telescope Public Data on Amazon Web Services 671 Momcheva, I. G.
Session XV. Focus Talks and Demo Booths   
Building LOFAR as a Service 677 Mechev, A.; Oonk, J.; Plaat, A.; Danezi, A.; Shimwell, T.
Visualization in IRSA Services using Firefly 681 Joliet, E.; Wu, X.
Image Processing in Python with Montage 685 Good, J.; Berriman, G. B.
Workflows using Pegasus: Enabling Dark Energy Survey Pipelines 689 Vahi, K.; Wang, M. H.; Chang, C.; Dodelson, S.; Rynge, M.; Deelman, E.
AAS Journals: Software and Data 693 Timmes, F.; Muench, A.
Session XVI. Birds of a Feather   
Open Source/Development Software Projects and Large Organizations/Missions: Recommendations and Challenges 697 Tollerud, E.; Crawford, S.
Data Formats BoF 701 Mink, J.; Diaz, R.; Shortridge, K.; Jenness, T.
Data Analysis Challenges for Multi-Messenger Astrophysics 705 Shawhan, P. S.; Brady, P. R.; Brazier, A.; Cenko, S. B.; Jurić, M.; Katsavounidis, E.
Beginners Guide to Machine Learning in Astronomy 709 Polsterer, K.; Gianniotis, N.
Data Citation: from Archives to Science Platforms 713 Muench, A.; D'Abrusco, R.
Unconference BoF Session: I Want to Talk About... 717 Allen, A.
Session XVII. Ancillary Meetings   
The ADASS Time Domain Astronomy Hackathon 723 Thomas, B.; Allen, A.; Pound, M. W.; Teuben, P.
The International Virtual Observatory Alliance in 2018 729 Allen, M. G.; Dowler, P.; Evans, J. D.; Cui, C.; Jenness, T.
Back Matter   
Back Matter 737