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(Abridged) The Large Synoptic Survey Telescope (LSST) is currently by far the most ambitious proposed ground-based optical survey. Solar System mapping is one of the four key scientific design drivers, with emphasis on efficient Near-Earth…

Point-spread-function (PSF) engineering is a powerful computational imaging techniques wherein a custom phase mask is integrated into an optical system to encode additional information into captured images. Used in combination with deep…

Computer Vision and Pattern Recognition · Computer Science 2023-03-31 Sachin Shah , Sakshum Kulshrestha , Christopher A. Metzler

The shear measurement is a crucial task in the current and the future weak lensing survey projects. And the reconstruction of the point spread function(PSF) is one of the essential steps. In this work, we present three different methods,…

Instrumentation and Methods for Astrophysics · Physics 2016-09-28 Baishun Li , Guoliang Li , Jun Cheng , John Peterson , Wei Cui

A survey that can cover the sky in optical bands over wide fields to faint magnitudes with a fast cadence will enable many of the exciting science opportunities of the next decade. The Large Synoptic Survey Telescope (LSST) will have an…

Instrumentation and Methods for Astrophysics · Physics 2012-08-27 LSST Science Collaboration , Paul A. Abell , Julius Allison , Scott F. Anderson , John R. Andrew , J. Roger P. Angel , Lee Armus , David Arnett , S. J. Asztalos , Tim S. Axelrod , Stephen Bailey , D. R. Ballantyne , Justin R. Bankert , Wayne A. Barkhouse , Jeffrey D. Barr , L. Felipe Barrientos , Aaron J. Barth , James G. Bartlett , Andrew C. Becker , Jacek Becla , Timothy C. Beers , Joseph P. Bernstein , Rahul Biswas , Michael R. Blanton , Joshua S. Bloom , John J. Bochanski , Pat Boeshaar , Kirk D. Borne , Marusa Bradac , W. N. Brandt , Carrie R. Bridge , Michael E. Brown , Robert J. Brunner , James S. Bullock , Adam J. Burgasser , James H. Burge , David L. Burke , Phillip A. Cargile , Srinivasan Chandrasekharan , George Chartas , Steven R. Chesley , You-Hua Chu , David Cinabro , Mark W. Claire , Charles F. Claver , Douglas Clowe , A. J. Connolly , Kem H. Cook , Jeff Cooke , Asantha Cooray , Kevin R. Covey , Christopher S. Culliton , Roelof de Jong , Willem H. de Vries , Victor P. Debattista , Francisco Delgado , Ian P. Dell'Antonio , Saurav Dhital , Rosanne Di Stefano , Mark Dickinson , Benjamin Dilday , S. G. Djorgovski , Gregory Dobler , Ciro Donalek , Gregory Dubois-Felsmann , Josef Durech , Ardis Eliasdottir , Michael Eracleous , Laurent Eyer , Emilio E. Falco , Xiaohui Fan , Christopher D. Fassnacht , Harry C. Ferguson , Yanga R. Fernandez , Brian D. Fields , Douglas Finkbeiner , Eduardo E. Figueroa , Derek B. Fox , Harold Francke , James S. Frank , Josh Frieman , Sebastien Fromenteau , Muhammad Furqan , Gaspar Galaz , A. Gal-Yam , Peter Garnavich , Eric Gawiser , John Geary , Perry Gee , Robert R. Gibson , Kirk Gilmore , Emily A. Grace , Richard F. Green , William J. Gressler , Carl J. Grillmair , Salman Habib , J. S. Haggerty , Mario Hamuy , Alan W. Harris , Suzanne L. Hawley , Alan F. Heavens , Leslie Hebb , Todd J. Henry , Edward Hileman , Eric J. Hilton , Keri Hoadley , J. B. Holberg , Matt J. Holman , Steve B. Howell , Leopoldo Infante , Zeljko Ivezic , Suzanne H. Jacoby , Bhuvnesh Jain , R , Jedicke , M. James Jee , J. Garrett Jernigan , Saurabh W. Jha , Kathryn V. Johnston , R. Lynne Jones , Mario Juric , Mikko Kaasalainen , Styliani , Kafka , Steven M. Kahn , Nathan A. Kaib , Jason Kalirai , Jeff Kantor , Mansi M. Kasliwal , Charles R. Keeton , Richard Kessler , Zoran Knezevic , Adam Kowalski , Victor L. Krabbendam , K. Simon Krughoff , Shrinivas Kulkarni , Stephen Kuhlman , Mark Lacy , Sebastien Lepine , Ming Liang , Amy Lien , Paulina Lira , Knox S. Long , Suzanne Lorenz , Jennifer M. Lotz , R. H. Lupton , Julie Lutz , Lucas M. Macri , Ashish A. Mahabal , Rachel Mandelbaum , Phil Marshall , Morgan May , Peregrine M. McGehee , Brian T. Meadows , Alan Meert , Andrea Milani , Christopher J. Miller , Michelle Miller , David Mills , Dante Minniti , David Monet , Anjum S. Mukadam , Ehud Nakar , Douglas R. Neill , Jeffrey A. Newman , Sergei Nikolaev , Martin Nordby , Paul O'Connor , Masamune Oguri , John Oliver , Scot S. Olivier , Julia K. Olsen , Knut Olsen , Edward W. Olszewski , Hakeem Oluseyi , Nelson D. Padilla , Alex Parker , Joshua Pepper , John R. Peterson , Catherine Petry , Philip A. Pinto , James L. Pizagno , Bogdan Popescu , Andrej Prsa , Veljko Radcka , M. Jordan Raddick , Andrew Rasmussen , Arne Rau , Jeonghee Rho , James E. Rhoads , Gordon T. Richards , Stephen T. Ridgway , Brant E. Robertson , Rok Roskar , Abhijit Saha , Ata Sarajedini , Evan Scannapieco , Terry Schalk , Rafe Schindler , Samuel Schmidt , Sarah Schmidt , Donald P. Schneider , German Schumacher , Ryan Scranton , Jacques Sebag , Lynn G. Seppala , Ohad Shemmer , Joshua D. Simon , M. Sivertz , Howard A. Smith , J. Allyn Smith , Nathan Smith , Anna H. Spitz , Adam Stanford , Keivan G. Stassun , Jay Strader , Michael A. Strauss , Christopher W. Stubbs , Donald W. Sweeney , Alex Szalay , Paula Szkody , Masahiro Takada , Paul Thorman , David E. Trilling , Virginia Trimble , Anthony Tyson , Richard Van Berg , Daniel Vanden Berk , Jake VanderPlas , Licia Verde , Bojan Vrsnak , Lucianne M. Walkowicz , Benjamin D. Wandelt , Sheng Wang , Yun Wang , Michael Warner , Risa H. Wechsler , Andrew A. West , Oliver Wiecha , Benjamin F. Williams , Beth Willman , David Wittman , Sidney C. Wolff , W. Michael Wood-Vasey , Przemek Wozniak , Patrick Young , Andrew Zentner , Hu Zhan

Imaging billions of galaxies every few nights during ten years, LSST should be a major contributor to precision cosmology in the 2020 decade. High precision photometric data will be available in six bands, from near-infrared to…

We describe here a new full 2-D parameterization of the PSFs of the three XMM-Newton EPIC telescopes as a function of instrument, energy, off-axis angle and azimuthal angle, covering the whole field-of-view of the three EPIC detectors. It…

Instrumentation and Methods for Astrophysics · Physics 2015-05-30 A. M. Read , S. R. Rosen , R. D. Saxton , J. Ramirez

AOSAT is a python package for the analysis of single-conjugate adaptive optics (SCAO) simulation results. Python is widely used in the astronomical community these days, and AOSAT may be used stand-alone, integrated into a simulation…

Instrumentation and Methods for Astrophysics · Physics 2021-02-08 Markus Feldt , Stefan Hippler , Faustine Cantalloube , Thomas Bertram , Andreas Obereder , Horst Steuer , Olivier Absil , Miska Le Louarn

As telescope apertures increase, the challenge of scaling spectrographic astronomical instruments becomes acute. The next generation of extremely large telescopes (ELTs) strain the availability of glass blanks for optics and engineering to…

Instrumentation and Methods for Astrophysics · Physics 2014-08-21 Gary J. Hill

For ExAO instruments for the Giant Segmented Mirror Telescopes (GSMTs), alternative architectures of WFS are under consideration because there is a tradeoff between detector size, speed, and noise that reduces the performance of GSMT-ExAO…

Context: Data from ground-based, high-resolution solar telescopes can only be used for science with calibrations and processing, which requires detailed knowledge about the instrumentation. [...] Aims: We aim to provide observers with a…

Instrumentation and Methods for Astrophysics · Physics 2021-09-29 M. G. Löfdahl , T. Hillberg , J. de la Cruz Rodriguez , G. Vissers , O. Andriienko , G. B. Scharmer , S. V. H. Haugan , T. Fredvik

We present PSEUDo, an adaptive feature learning technique for exploring visual patterns in multi-track sequential data. Our approach is designed with the primary focus to overcome the uneconomic retraining requirements and inflexible…

Machine Learning · Computer Science 2021-05-11 Yuncong Yu , Dylan Kruyff , Tim Becker , Michael Behrisch

We introduce a new software package for modeling the point-spread function (PSF) of astronomical images, called Piff (PSFs In the Full FOV), which we apply to the first three years (known as Y3) of the Dark Energy Survey (DES) data. We…

We present extended point spread function (PSF) models for the Hyper Suprime-Cam Subaru Strategic Program Public Data Release 3 (HSC-SSP PDR3) in all $\textit{g,r,i,Z}$ and $\textit{Y}$-bands. Due to its 8.2m primary mirror and long…

Astrophysics of Galaxies · Physics 2024-05-17 L. P. Garate-Nuñez , A. S. G. Robotham , S. Bellstedt , L. J. M. Davies , C. Martínez-Lombilla

Accurate modelling of the effective point spread function (ePSF) is essential for high-precision photometry and astrometry, particularly in undersampled imaging regimes. In this work, we build on a well-established ePSF modelling framework…

Instrumentation and Methods for Astrophysics · Physics 2025-12-19 Emma Godden , Katherine M. Blundell

Parameter Efficient Fine Tuning (PEFT) techniques have recently experienced significant growth and have been extensively employed to adapt large vision and language models to various domains, enabling satisfactory model performance with…

Computer Vision and Pattern Recognition · Computer Science 2023-11-28 Mohamad Hasan Zahweh , Hasan Nasrallah , Mustafa Shukor , Ghaleb Faour , Ali J. Ghandour

The ultimate goal of the "Pi of the Sky" apparatus is observation of optical flashes of astronomical origin and other light sources variable on short timescales. We search mainly for optical emission of Gamma Ray Bursts, but also for…

Instrumentation and Methods for Astrophysics · Physics 2011-11-02 Lech Wiktor Piotrowski

The workhorse instruments of the 8-10m class observatories have become their multi-object spectrographs (MOS), providing comprehensive follow-up to both ground-based and space-borne imaging. With the advent of deeper imaging surveys from,…

Continuous wavefront sensing on future space telescopes allows relaxation of stability requirements while still allowing on-orbit diffraction-limited optical performance. We consider the suitability of phase retrieval to continuously…

Instrumentation and Methods for Astrophysics · Physics 2023-09-14 Hyukmo Kang , Kyle Van Gorkom , Jess Johnson , Ole Singlestad , Aaron Goldtooth , Daewook Kim , Ewan S. Douglas

Photometric surveys require precise point spread function (PSF) characterization, as it varies across filters and is crucial for accurate photometry and low surface brightness (LSB) studies. However, the small PSF size provided by default…

(Abridged) We describe here the most ambitious survey currently planned in the optical, the Large Synoptic Survey Telescope (LSST). A vast array of science will be enabled by a single wide-deep-fast sky survey, and LSST will have unique…

Astrophysics · Physics 2019-08-13 Željko Ivezić , Steven M. Kahn , J. Anthony Tyson , Bob Abel , Emily Acosta , Robyn Allsman , David Alonso , Yusra AlSayyad , Scott F. Anderson , John Andrew , James Roger P. Angel , George Z. Angeli , Reza Ansari , Pierre Antilogus , Constanza Araujo , Robert Armstrong , Kirk T. Arndt , Pierre Astier , Éric Aubourg , Nicole Auza , Tim S. Axelrod , Deborah J. Bard , Jeff D. Barr , Aurelian Barrau , James G. Bartlett , Amanda E. Bauer , Brian J. Bauman , Sylvain Baumont , Andrew C. Becker , Jacek Becla , Cristina Beldica , Steve Bellavia , Federica B. Bianco , Rahul Biswas , Guillaume Blanc , Jonathan Blazek , Roger D. Blandford , Josh S. Bloom , Joanne Bogart , Tim W. Bond , Anders W. Borgland , Kirk Borne , James F. Bosch , Dominique Boutigny , Craig A. Brackett , Andrew Bradshaw , William Nielsen Brandt , Michael E. Brown , James S. Bullock , Patricia Burchat , David L. Burke , Gianpietro Cagnoli , Daniel Calabrese , Shawn Callahan , Alice L. Callen , Srinivasan Chandrasekharan , Glenaver Charles-Emerson , Steve Chesley , Elliott C. Cheu , Hsin-Fang Chiang , James Chiang , Carol Chirino , Derek Chow , David R. Ciardi , Charles F. Claver , Johann Cohen-Tanugi , Joseph J. Cockrum , Rebecca Coles , Andrew J. Connolly , Kem H. Cook , Asantha Cooray , Kevin R. Covey , Chris Cribbs , Wei Cui , Roc Cutri , Philip N. Daly , Scott F. Daniel , Felipe Daruich , Guillaume Daubard , Greg Daues , William Dawson , Francisco Delgado , Alfred Dellapenna , Robert de Peyster , Miguel de Val-Borro , Seth W. Digel , Peter Doherty , Richard Dubois , Gregory P. Dubois-Felsmann , Josef Durech , Frossie Economou , Michael Eracleous , Henry Ferguson , Enrique Figueroa , Merlin Fisher-Levine , Warren Focke , Michael D. Foss , James Frank , Michael D. Freemon , Emmanuel Gangler , Eric Gawiser , John C. Geary , Perry Gee , Marla Geha , Charles J. B. Gessner , Robert R. Gibson , D. Kirk Gilmore , Thomas Glanzman , William Glick , Tatiana Goldina , Daniel A. Goldstein , Iain Goodenow , Melissa L. Graham , William J. Gressler , Philippe Gris , Leanne P. Guy , Augustin Guyonnet , Gunther Haller , Ron Harris , Patrick A. Hascall , Justine Haupt , Fabio Hernandez , Sven Herrmann , Edward Hileman , Joshua Hoblitt , John A. Hodgson , Craig Hogan , Dajun Huang , Michael E. Huffer , Patrick Ingraham , Walter R. Innes , Suzanne H. Jacoby , Bhuvnesh Jain , Fabrice Jammes , James Jee , Tim Jenness , Garrett Jernigan , Darko Jevremović , Kenneth Johns , Anthony S. Johnson , Margaret W. G. Johnson , R. Lynne Jones , Claire Juramy-Gilles , Mario Jurić , Jason S. Kalirai , Nitya J. Kallivayalil , Bryce Kalmbach , Jeffrey P. Kantor , Pierre Karst , Mansi M. Kasliwal , Heather Kelly , Richard Kessler , Veronica Kinnison , David Kirkby , Lloyd Knox , Ivan V. Kotov , Victor L. Krabbendam , K. Simon Krughoff , Petr Kubánek , John Kuczewski , Shri Kulkarni , John Ku , Nadine R. Kurita , Craig S. Lage , Ron Lambert , Travis Lange , J. Brian Langton , Laurent Le Guillou , Deborah Levine , Ming Liang , Kian-Tat Lim , Chris J. Lintott , Kevin E. Long , Margaux Lopez , Paul J. Lotz , Robert H. Lupton , Nate B. Lust , Lauren A. MacArthur , Ashish Mahabal , Rachel Mandelbaum , Darren S. Marsh , Philip J. Marshall , Stuart Marshall , Morgan May , Robert McKercher , Michelle McQueen , Joshua Meyers , Myriam Migliore , Michelle Miller , David J. Mills , Connor Miraval , Joachim Moeyens , David G. Monet , Marc Moniez , Serge Monkewitz , Christopher Montgomery , Fritz Mueller , Gary P. Muller , Freddy Muñoz Arancibia , Douglas R. Neill , Scott P. Newbry , Jean-Yves Nief , Andrei Nomerotski , Martin Nordby , Paul O'Connor , John Oliver , Scot S. Olivier , Knut Olsen , William O'Mullane , Sandra Ortiz , Shawn Osier , Russell E. Owen , Reynald Pain , Paul E. Palecek , John K. Parejko , James B. Parsons , Nathan M. Pease , J. Matt Peterson , John R. Peterson , Donald L. Petravick , M. E. Libby Petrick , Cathy E. Petry , Francesco Pierfederici , Stephen Pietrowicz , Rob Pike , Philip A. Pinto , Raymond Plante , Stephen Plate , Paul A. Price , Michael Prouza , Veljko Radeka , Jayadev Rajagopal , Andrew P. Rasmussen , Nicolas Regnault , Kevin A. Reil , David J. Reiss , Michael A. Reuter , Stephen T. Ridgway , Vincent J. Riot , Steve Ritz , Sean Robinson , William Roby , Aaron Roodman , Wayne Rosing , Cecille Roucelle , Matthew R. Rumore , Stefano Russo , Abhijit Saha , Benoit Sassolas , Terry L. Schalk , Pim Schellart , Rafe H. Schindler , Samuel Schmidt , Donald P. Schneider , Michael D. Schneider , William Schoening , German Schumacher , Megan E. Schwamb , Jacques Sebag , Brian Selvy , Glenn H. Sembroski , Lynn G. Seppala , Andrew Serio , Eduardo Serrano , Richard A. Shaw , Ian Shipsey , Jonathan Sick , Nicole Silvestri , Colin T. Slater , J. Allyn Smith , R. Chris Smith , Shahram Sobhani , Christine Soldahl , Lisa Storrie-Lombardi , Edward Stover , Michael A. Strauss , Rachel A. Street , Christopher W. Stubbs , Ian S. Sullivan , Donald Sweeney , John D. Swinbank , Alexander Szalay , Peter Takacs , Stephen A. Tether , Jon J. Thaler , John Gregg Thayer , Sandrine Thomas , Vaikunth Thukral , Jeffrey Tice , David E. Trilling , Max Turri , Richard Van Berg , Daniel Vanden Berk , Kurt Vetter , Francoise Virieux , Tomislav Vucina , William Wahl , Lucianne Walkowicz , Brian Walsh , Christopher W. Walter , Daniel L. Wang , Shin-Yawn Wang , Michael Warner , Oliver Wiecha , Beth Willman , Scott E. Winters , David Wittman , Sidney C. Wolff , W. Michael Wood-Vasey , Xiuqin Wu , Bo Xin , Peter Yoachim , Hu Zhan
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