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The X-ray polarization degree of the molecular clouds that surround Sgr A* is expected to be greatly lowered because the polarized reflection emission is mixed with the unpolarized thermal emission that pervades the Galactic center region.…

X-ray binaries hosting a compact object have been among the main targets of the Imaging X-ray Polarimetry Explorer (IXPE) since its launch, due to their high brightness in the 2-8 keV energy band. The spectropolarimetric analysis performed…

High Energy Astrophysical Phenomena · Physics 2024-01-30 R. Farinelli , A. Waghmare , L. Ducci , A. Santangelo

X-ray polarimetry has the potential to make key-contributions to our understanding of galactic compact objects like binary black hole systems and neutron stars, and extragalactic objects like active galactic nuclei, blazars, and Gamma Ray…

Instrumentation and Methods for Astrophysics · Physics 2015-05-27 Henric Krawczynski

X-ray polarimetry, sometimes alone, and sometimes coupled to spectral and temporal variability measurements and to imaging, allows a wealth of physical phenomena in astrophysics to be studied. X-ray polarimetry investigates the acceleration…

High Energy Astrophysical Phenomena · Physics 2016-08-11 Paolo Soffitta , Xavier Barcons , Ronaldo Bellazzini , João Braga , Enrico Costa , George W. Fraser , Szymon Gburek , Juhani Huovelin , Giorgio Matt , Mark Pearce , Juri Poutanen , Victor Reglero , Andrea Santangelo , Rashid A. Sunyaev , Gianpiero Tagliaferri , Martin Weisskopf , Roberto Aloisio , Elena Amato , Primo Attiná , Magnus Axelsson , Luca Baldini , Stefano Basso , Stefano Bianchi , Pasquale Blasi , Johan Bregeon , Alessandro Brez , Niccoló Bucciantini , Luciano Burderi , Vadim Burwitz , Piergiorgio Casella , Eugene Churazov , Marta Civitani , Stefano Covino , Rui Miguel Curado da Silva , Giancarlo Cusumano , Mauro Dadina , Flavio D'Amico , Alessandra De Rosa , Sergio Di Cosimo , Giuseppe Di Persio , Tiziana Di Salvo , Michal Dovciak , Ronald Elsner , Chris J. Eyles , Andrew C. Fabian , Sergio Fabiani , Hua Feng , Salvatore Giarrusso , René W. Goosmann , Paola Grandi , Nicolas Grosso , Gianluca Israel , Miranda Jackson , Philip Kaaret , Vladimir Karas , Michael Kuss , Dong Lai , Giovanni La Rosa , Josefin Larsson , Stefan Larsson , Luca Latronico , Antonio Maggio , Jorge Maia , Frédéric Marin , Marco Maria Massai , Teresa Mineo , Massimo Minuti , Elena Moretti , Fabio Muleri , Stephen L. O'Dell , Giovanni Pareschi , Giovanni Peres , Melissa Pesce , Pierre-Olivier Petrucci , Michele Pinchera , Delphine Porquet , Brian Ramsey , Nanda Rea , Fabio Reale , Juana Maria Rodrigo , Agata Różańska , Alda Rubini , Pawel Rudawy , Felix Ryde , Marco Salvati , Valdivino Alexandre de Santiago Júnior , Sergey Sazonov , Carmelo Sgró , Eric Silver , Gloria Spandre , Daniele Spiga , Luigi Stella , Toru Tamagawa , Francesco Tamborra , Fabrizio Tavecchio , Teresa Teixeira Dias , Matthew van Adelsberg , Kinwah Wu , Silvia Zane

X-ray polarimetry, based on Gas Pixel Detectors (GPDs), have reached a high level of maturity with the Imaging X-ray Polarimeter Explorer (IXPE) leading to the first ever spatially resolved polarimetric measures. However, being this a new…

Instrumentation and Methods for Astrophysics · Physics 2023-04-05 N. Bucciantini , N. Di Lalla , R. W. R. Romani , S. Silvestri , M. Negro , L. Baldini , A. F. Tennant , A. Manfreda

Gaseous X-ray polarimetry refers to a class of detectors used for measuring the polarization of soft X-rays. The systematic effects of such detectors introduce residual modulation, leading to systematic biases in the polarization detection…

Instrumentation and Methods for Astrophysics · Physics 2024-07-22 Difan Yi , Qian Liu , Hongbang Liu , Fei Xie , Huanbo Feng , Zuke Feng , Jin Li , Enwei Liang , Yangheng Zheng

We investigate the use of deep learning in the context of X-ray polarization detection from astrophysical sources as will be observed by the Imaging X-ray Polarimetry Explorer (IXPE), a future NASA selected space-based mission expected to…

Instrumentation and Methods for Astrophysics · Physics 2020-05-19 Nikita Moriakov , Ashwin Samudre , Michela Negro , Fabian Gieseke , Sydney Otten , Luc Hendriks

Particle acceleration mechanisms in supermassive black hole jets, such as shock acceleration, magnetic reconnection, and turbulence, are expected to have observable signatures in the multi-wavelength polarization properties of blazars. The…

High Energy Astrophysical Phenomena · Physics 2022-10-26 Laura Di Gesu , Immacolata Donnarumma , Fabrizio Tavecchio , Ivan Agudo , Thibault Barnounin , Nicolò Cibrario , Niccolò Di Lalla , Alessandro Di Marco , Juan Escudero , Manel Errando , Svetlana G. Jorstad , Dawoon Kim , Pouya M. Kouch , Elina Lindfors , Ioannis Liodakis , Grzegorz Madejski , Herman L. Marshall , Alan P. Marscher , Riccardo Middei , Fabio Muleri , Ioannis Myserlis , Michela Negro , Nicola Omodei , Luigi Pacciani , Alessandro Paggi , Matteo Perri , Simonetta Puccetti , Lucio A. Antonelli , Matteo Bachetti , Luca Baldini , Wayne H. Baumgartner , Ronaldo Bellazzini , Stefano Bianchi , Stephen D. Bongiorno , Raffaella Bonino , Alessandro Brez , Niccolò Bucciantini , Fiamma Capitanio , Simone Castellano , Elisabetta Cavazzuti , Stefano Ciprini , Enrico Costa , Alessandra De Rosa , Ettore Del Monte , Victor Doroshenko , Michal Dovčiak , Steven R. Ehlert , Teruaki Enoto , Yuri Evangelista , Sergio Fabiani , Riccardo Ferrazzoli , Javier A. Garcia , Shuichi Gunji , Kiyoshi Hayashida , Jeremy Heyl , Wataru Iwakiri , Vladimir Karas , Takao Kitaguchi , Jeffery J. Kolodziejczak , Henric Krawczynski , Fabio La Monaca , Luca Latronico , Simone Maldera , Alberto Manfreda , Frédéric Marin , Andrea Marinucci , Francesco Massaro , Giorgio Matt , Ikuyuki Mitsuishi , Tsunefumi Mizuno , C. -Y. Ng , Stephen L. O'Dell , Chiara Oppedisano , Alessandro Papitto , George G. Pavlov , Abel L. Peirson , Melissa Pesce-Rollins , Pierre-Olivier Petrucci , Maura Pilia , Andrea Possenti , Juri Poutanen , Brian D. Ramsey , John Rankin , Ajay Ratheesh , Roger W. Romani , Carmelo Sgrò , Patrick Slane , Paolo Soffitta , Gloria Spandre , Toru Tamagawa , Roberto Taverna , Yuzuru Tawara , Allyn F. Tennant , Nicolas E. Thomas , Francesco Tombesi , Alessio Trois , Sergey Tsygankov , Roberto Turolla , Jacco Vink , Martin C. Weisskopf , Kinwah Wu , Fei Xie , Silvia Zane

X-ray polarimetry of accreting compact objects has revealed fast time variations in the polarization angle (PA), suggesting that the geometry and/or optical depth of the Comptonization region is changing rapidly. This prompts investigations…

High Energy Astrophysical Phenomena · Physics 2025-10-17 Hong Li , Qing-Chang Zhao , Hua Feng , Lian Tao , Sergey S. Tsygankov

We present an analysis of polarized X-ray pulses based on simulated data for accreting millisecond pulsars (AMPs). We used the open-source X-ray Pulse Simulation and Inference code (previously applied to NICER observations), which we…

The method of maximum likelihood estimation (MLE) is a widely used statistical approach for estimating the values of one or more unknown parameters of a probabilistic model based on observed data. In this tutorial, I briefly review the…

Data Analysis, Statistics and Probability · Physics 2018-12-03 Anthony Vella

The key to photoelectric X-ray polarimetry is the determination of the emission direction of photoelectrons. Because of the low mass of an electron, the ionisation trajectory is not straight and the useful information needed for polarimetry…

Instrumentation and Detectors · Physics 2021-09-03 Tenglin Li , Ming Zeng , Hua Feng , Jirong Cang , Hong Li , Heng Zhang , Zhi Zeng , Jianping Cheng , Hao Ma , Yinong Liu

We investigate the discrimination between photon polarizations when measured by moving detectors. Both unambiguous and minimum-error discriminations are considered, and we analyze the the optimal successful (correct) probability as a…

Quantum Physics · Physics 2013-08-26 Tao Zhou , Jingxin Cui , Ye Cao

As the Imaging X-ray Polarimetry Explorer (IXPE) measures increasingly faint sources, the need for precise polarimetry extraction becomes paramount. In addition to previously described neural-net (NN) weights, we introduce here point-spread…

High Energy Astrophysical Phenomena · Physics 2025-10-07 Jack T. Dinsmore , Roger W. Romani

The study of magnetars is of particular relevance since these objects are the only laboratories where the physics in ultra-strong magnetic fields can be directly tested. Until now, spectroscopic and timing measurements at X-ray energies in…

High Energy Astrophysical Phenomena · Physics 2015-06-18 Roberto Taverna , Fabio Muleri , Roberto Turolla , Paolo Soffitta , Sergio Fabiani , Luciano Nobili

The new generation of CMB polarization experiments will reach limits of sensitivity never achieved before to detect the primordial B-mode signal. However, all these efforts will be futile if we lack a tight control of systematics. Here, we…

Cosmology and Nongalactic Astrophysics · Physics 2022-03-30 E. de la Hoz , P. Diego-Palazuelos , E. Martínez-González , P. Vielva , R. B. Barreiro , J. D. Bilbao-Ahedo

The prospects for accomplishing X-ray polarization measurements appear to have grown in recent years after a more than 35-year hiatus. Unfortunately, this long hiatus has brought with it some confusion over the statistical uncertainties…

Instrumentation and Methods for Astrophysics · Physics 2015-05-19 Martin C. Weisskopf , Ronald F. Elsner , Stephen L. O'Dell

We report on a nine-month monitoring campaign of the blazar PG 1553+113, relying on three observations carried out in 2025 with the Imaging X-ray Polarimetry Explorer (IXPE) and supported by multi-wavelength facilities. The source displayed…

High Energy Astrophysical Phenomena · Physics 2026-05-14 Riccardo Middei , Svetlana G. Jorstad , Alan P. Marscher , Ioannis Liodakis , Matteo Perri , Alessandro Maselli , Stefano Ciprini , Emanuele Nardini , Simonetta Puccetti , Laura Di Gesu , Iván Agudo , Dawoon E. Kim , Ioannis Myserlis , A. Trindade Falcão , D. Ł. Król , Lucio A. Antonelli , Tommaso Aniello , Pouya M. Kouch , Kari Nilsson , Elina Lindfors , Tapio Pursimo , Francisco José Aceituno , Víctor Casanova , Gabriel Emery , Juan Escudero Pedrosa , Jorge Otero-Santos , Alfredo Sota , Vilppu Piirola , George A. Borman , Tatiana S. Grishina , Vladimir A. Hagen-Thorn , Evgenia N. Kopatskaya , Elena G. Larionova , Daria A. Morozova , Sergey S. Savchenko , Ekaterina V. Shishkina , Ivan S. Troitskiy , Yulia V. Troitskaya , Andrey A. Vasilyev , Alexey V. Zhovtan , Petra Benke , Lena Debbrecht , Julia Eich , Florian Eppel , Andrea Gokus , Steven Hämmerich , Jonas Heßdörfer , Matthias Kadler , Dana Kirchner , Georgios F. Paraschos , Florian Rösch , Wladislaw Schulga , Mark Gurwell , Garrett Keating , Ramprasad Rao , Emmanouil Angelakis , Alexander Kraus , Beatriz Agís-González , Dmitry Blinov , Anastasia Glykopoulou , Sara Capecchiacci , Alberto Floris , Panagiotis Fotis , Alkmini Koukoutsi , John A. Kypriotakis , Dimitrios A. Langis , Dimitrios Rompogiannakis , Aristeidis Polychronakis , Vasiliki Tsioupli , Stavros Vogiatzis , Orestis Zoumpoulakis , Sumie Tochihara , Ryo Imazawa , Mahito Sasada , Yasushi Fukazawa , Koji S. Kawabata , Makoto Uemura , Tsunefumi Mizuno , Tatsuya Nakaoka , Hiroshi Akitaya , Takahiro Akai

One of the difficulties with performing polarization analysis is that the mean polarization fraction of sub-divided data sets is larger than the polarization fraction for the integrated measurement. The resulting bias is one of the…

Instrumentation and Methods for Astrophysics · Physics 2018-07-18 Victor Mikhalev