Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation

The detection of primordial B modes of the cosmic microwave background (CMB) could provide information about the early stages of the Universe's evolution. The faintness of this signal requires exquisite calibration accuracy and control of instrumental systematic effects which otherwise could bi...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of cosmology and astroparticle physics 2025-01, Vol.2025 (1), p.19
Hauptverfasser: Carralot, F., Carones, A., Krachmalnicoff, N., Ghigna, T., Novelli, A., Pagano, L., Piacentini, F., Baccigalupi, C., Adak, D., Anand, A., Aumont, J., Azzoni, S., Ballardini, M., Banday, A.J., Barreiro, R.B., Bartolo, N., Basak, S., Basyrov, A., Bersanelli, M., Bortolami, M., Brinckmann, T., Cacciotti, F., Campeti, P., Carinos, E., Casas, F.J., Clermont, L., Columbro, F., Conenna, G., Coppi, G., Coppolecchia, A., Cuttaia, F., De Lucia, M., Della Torre, S., Di Giorgi, E., Diego-Palazuelos, P., Essinger-Hileman, T., Ferreira, E., Finelli, F., Galloni, G., Galloway, M., Gervasi, M., Génova-Santos, R.T., Giardiello, S., Gimeno-Amo, C., Gjerløw, E., Gruppuso, A., Hazumi, M., Henrot-Versillé, S., Hergt, L.T., Hivon, E., Ishino, H., Jost, B., Kohri, K., Lamagna, L., Leloup, C., Lembo, M., Levrier, F., Lonappan, A.I., López-Caniego, M., Macias-Perez, J., Martínez-González, E., Masi, S., Matarrese, S., Matsumura, T., Micheli, S., Monelli, M., Montier, L., Morgante, G., Mot, B., Mousset, L., Nagano, Y., Nagata, R., Natoli, P., Obata, I., Paiella, A., Paoletti, D., Pascual-Cisneros, G., Patanchon, G., Pavlidou, V., Pisano, G., Polenta, G., Porcelli, L., Puglisi, G., Raffuzzi, N., Remazeilles, M., Ruiz-Granda, M., Sanghavi, J., Scott, D., Sullivan, R.M., Takase, Y., Tassis, K., Tomasi, M., Tristram, M., Vacher, L., van Tent, B., Vielva, P., Weymann-Despres, G., Wollack, E.J., Zannoni, M., Zhou, Y.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 1
container_start_page 19
container_title Journal of cosmology and astroparticle physics
container_volume 2025
creator Carralot, F.
Carones, A.
Krachmalnicoff, N.
Ghigna, T.
Novelli, A.
Pagano, L.
Piacentini, F.
Baccigalupi, C.
Adak, D.
Anand, A.
Aumont, J.
Azzoni, S.
Ballardini, M.
Banday, A.J.
Barreiro, R.B.
Bartolo, N.
Basak, S.
Basyrov, A.
Bersanelli, M.
Bortolami, M.
Brinckmann, T.
Cacciotti, F.
Campeti, P.
Carinos, E.
Casas, F.J.
Clermont, L.
Columbro, F.
Conenna, G.
Coppi, G.
Coppolecchia, A.
Cuttaia, F.
De Lucia, M.
Della Torre, S.
Di Giorgi, E.
Diego-Palazuelos, P.
Essinger-Hileman, T.
Ferreira, E.
Finelli, F.
Galloni, G.
Galloway, M.
Gervasi, M.
Génova-Santos, R.T.
Giardiello, S.
Gimeno-Amo, C.
Gjerløw, E.
Gruppuso, A.
Hazumi, M.
Henrot-Versillé, S.
Hergt, L.T.
Hivon, E.
Ishino, H.
Jost, B.
Kohri, K.
Lamagna, L.
Leloup, C.
Lembo, M.
Levrier, F.
Lonappan, A.I.
López-Caniego, M.
Macias-Perez, J.
Martínez-González, E.
Masi, S.
Matarrese, S.
Matsumura, T.
Micheli, S.
Monelli, M.
Montier, L.
Morgante, G.
Mot, B.
Mousset, L.
Nagano, Y.
Nagata, R.
Natoli, P.
Obata, I.
Paiella, A.
Paoletti, D.
Pascual-Cisneros, G.
Patanchon, G.
Pavlidou, V.
Pisano, G.
Polenta, G.
Porcelli, L.
Puglisi, G.
Raffuzzi, N.
Remazeilles, M.
Ruiz-Granda, M.
Sanghavi, J.
Scott, D.
Sullivan, R.M.
Takase, Y.
Tassis, K.
Tomasi, M.
Tristram, M.
Vacher, L.
van Tent, B.
Vielva, P.
Weymann-Despres, G.
Wollack, E.J.
Zannoni, M.
Zhou, Y.
description The detection of primordial B modes of the cosmic microwave background (CMB) could provide information about the early stages of the Universe's evolution. The faintness of this signal requires exquisite calibration accuracy and control of instrumental systematic effects which otherwise could bias the measurements. In this work, we study the impact of an imperfect relative polarisation gain calibration on the recovered value of the tensor-to-scalar ratio r for the LiteBIRD experiment, through the application of the blind Needlet Internal Linear Combination (NILC) foreground-cleaning method. We derive requirements on the relative calibration accuracy of the overall polarisation gain (Δ g ν ) for each LiteBIRD frequency channel. Our results show that minimum variance techniques, as NILC, are less sensitive to systematic gain calibration uncertainties compared to a parametric approach, if the latter is not equipped with a proper modelling of these instrumental effects. In this study, the most stringent requirements are found in the channels where the CMB signal is relatively brighter, with the tightest constraints at 166 GHz (Δ g ν ≈ 0.16%). This differs from the outcome of an analogous analysis performed with a parametric method, where the tightest requirements are obtained for the foreground-dominated channels. Gain calibration uncertainties, corresponding to the derived requirements, are then simultaneously propagated into all frequency channels. By doing so, we find that the overall impact on estimated r is lower than the total gain systematic budget for LiteBIRD approximately by a factor 5, due to the correlations of the impacts of gain calibration uncertainties in different frequency channels. In order to decouple the systematic effect from the specific choice of the model, we derive the requirements assuming constant spectral parameters for the foreground emission. To assess the robustness of the obtained results against more realistic scenarios, we repeat the analysis assuming sky models of intermediate and high complexity. In these further cases, we adopt an optimised NILC pipeline, called the Multi-Clustering NILC (MC-NILC). We find that the impact of gain calibration uncertainties on r is lower than the LiteBIRD gain systematics budget for the intermediate-complexity sky model. For the high-complexity case, instead, it would be necessary to tighten the requirements by a factor 1.8.
doi_str_mv 10.1088/1475-7516/2025/01/019
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3153137465</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3153137465</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1979-fe790c22051f3cdd258c84dadf00afe25f35988ef6abaabe0ca8848a5bd2de053</originalsourceid><addsrcrecordid>eNp9kF9LwzAUxYMoOKcfQQj45ENd0jZt-jjnnw0KwtDncJsmLqNruqRT_PamVKZPwoV7OTnnRzgIXVNyRwnnM5rmLMoZzWYxidmM0DDFCZoc9dM_9zm68H5LSJwlCZ8guVb7g3Fqp9reY9vifqPwO5gWS2hM5aA3QdTW4dL06n61fsCdbcAZP77U0AP-NP0GV41payztrrNtgGGvOhjjl-hMQ-PV1c-eorenx9fFMipfnleLeRlJWuRFpFVeEBnHhFGdyLqOGZc8raHWhIBWMdMJKzhXOoMKoFJEAucpB1bVca0IS6boduRuoBGdMztwX8KCEct5KQaNpHnBkjz9oMF7M3o7Z_cH5XuxtQfXhu-JhLKEBlc2ENnoks5675Q-YikRQ_di6FUMvYqhe0FomCLk6JgztvsF_5_5Bswlhl8</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3153137465</pqid></control><display><type>article</type><title>Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation</title><source>IOP Publishing Journals</source><source>Institute of Physics (IOP) Journals - HEAL-Link</source><creator>Carralot, F. ; Carones, A. ; Krachmalnicoff, N. ; Ghigna, T. ; Novelli, A. ; Pagano, L. ; Piacentini, F. ; Baccigalupi, C. ; Adak, D. ; Anand, A. ; Aumont, J. ; Azzoni, S. ; Ballardini, M. ; Banday, A.J. ; Barreiro, R.B. ; Bartolo, N. ; Basak, S. ; Basyrov, A. ; Bersanelli, M. ; Bortolami, M. ; Brinckmann, T. ; Cacciotti, F. ; Campeti, P. ; Carinos, E. ; Casas, F.J. ; Clermont, L. ; Columbro, F. ; Conenna, G. ; Coppi, G. ; Coppolecchia, A. ; Cuttaia, F. ; De Lucia, M. ; Della Torre, S. ; Di Giorgi, E. ; Diego-Palazuelos, P. ; Essinger-Hileman, T. ; Ferreira, E. ; Finelli, F. ; Galloni, G. ; Galloway, M. ; Gervasi, M. ; Génova-Santos, R.T. ; Giardiello, S. ; Gimeno-Amo, C. ; Gjerløw, E. ; Gruppuso, A. ; Hazumi, M. ; Henrot-Versillé, S. ; Hergt, L.T. ; Hivon, E. ; Ishino, H. ; Jost, B. ; Kohri, K. ; Lamagna, L. ; Leloup, C. ; Lembo, M. ; Levrier, F. ; Lonappan, A.I. ; López-Caniego, M. ; Macias-Perez, J. ; Martínez-González, E. ; Masi, S. ; Matarrese, S. ; Matsumura, T. ; Micheli, S. ; Monelli, M. ; Montier, L. ; Morgante, G. ; Mot, B. ; Mousset, L. ; Nagano, Y. ; Nagata, R. ; Natoli, P. ; Obata, I. ; Paiella, A. ; Paoletti, D. ; Pascual-Cisneros, G. ; Patanchon, G. ; Pavlidou, V. ; Pisano, G. ; Polenta, G. ; Porcelli, L. ; Puglisi, G. ; Raffuzzi, N. ; Remazeilles, M. ; Ruiz-Granda, M. ; Sanghavi, J. ; Scott, D. ; Sullivan, R.M. ; Takase, Y. ; Tassis, K. ; Tomasi, M. ; Tristram, M. ; Vacher, L. ; van Tent, B. ; Vielva, P. ; Weymann-Despres, G. ; Wollack, E.J. ; Zannoni, M. ; Zhou, Y.</creator><creatorcontrib>Carralot, F. ; Carones, A. ; Krachmalnicoff, N. ; Ghigna, T. ; Novelli, A. ; Pagano, L. ; Piacentini, F. ; Baccigalupi, C. ; Adak, D. ; Anand, A. ; Aumont, J. ; Azzoni, S. ; Ballardini, M. ; Banday, A.J. ; Barreiro, R.B. ; Bartolo, N. ; Basak, S. ; Basyrov, A. ; Bersanelli, M. ; Bortolami, M. ; Brinckmann, T. ; Cacciotti, F. ; Campeti, P. ; Carinos, E. ; Casas, F.J. ; Clermont, L. ; Columbro, F. ; Conenna, G. ; Coppi, G. ; Coppolecchia, A. ; Cuttaia, F. ; De Lucia, M. ; Della Torre, S. ; Di Giorgi, E. ; Diego-Palazuelos, P. ; Essinger-Hileman, T. ; Ferreira, E. ; Finelli, F. ; Galloni, G. ; Galloway, M. ; Gervasi, M. ; Génova-Santos, R.T. ; Giardiello, S. ; Gimeno-Amo, C. ; Gjerløw, E. ; Gruppuso, A. ; Hazumi, M. ; Henrot-Versillé, S. ; Hergt, L.T. ; Hivon, E. ; Ishino, H. ; Jost, B. ; Kohri, K. ; Lamagna, L. ; Leloup, C. ; Lembo, M. ; Levrier, F. ; Lonappan, A.I. ; López-Caniego, M. ; Macias-Perez, J. ; Martínez-González, E. ; Masi, S. ; Matarrese, S. ; Matsumura, T. ; Micheli, S. ; Monelli, M. ; Montier, L. ; Morgante, G. ; Mot, B. ; Mousset, L. ; Nagano, Y. ; Nagata, R. ; Natoli, P. ; Obata, I. ; Paiella, A. ; Paoletti, D. ; Pascual-Cisneros, G. ; Patanchon, G. ; Pavlidou, V. ; Pisano, G. ; Polenta, G. ; Porcelli, L. ; Puglisi, G. ; Raffuzzi, N. ; Remazeilles, M. ; Ruiz-Granda, M. ; Sanghavi, J. ; Scott, D. ; Sullivan, R.M. ; Takase, Y. ; Tassis, K. ; Tomasi, M. ; Tristram, M. ; Vacher, L. ; van Tent, B. ; Vielva, P. ; Weymann-Despres, G. ; Wollack, E.J. ; Zannoni, M. ; Zhou, Y. ; The LiteBIRD collaboration</creatorcontrib><description>The detection of primordial B modes of the cosmic microwave background (CMB) could provide information about the early stages of the Universe's evolution. The faintness of this signal requires exquisite calibration accuracy and control of instrumental systematic effects which otherwise could bias the measurements. In this work, we study the impact of an imperfect relative polarisation gain calibration on the recovered value of the tensor-to-scalar ratio r for the LiteBIRD experiment, through the application of the blind Needlet Internal Linear Combination (NILC) foreground-cleaning method. We derive requirements on the relative calibration accuracy of the overall polarisation gain (Δ g ν ) for each LiteBIRD frequency channel. Our results show that minimum variance techniques, as NILC, are less sensitive to systematic gain calibration uncertainties compared to a parametric approach, if the latter is not equipped with a proper modelling of these instrumental effects. In this study, the most stringent requirements are found in the channels where the CMB signal is relatively brighter, with the tightest constraints at 166 GHz (Δ g ν ≈ 0.16%). This differs from the outcome of an analogous analysis performed with a parametric method, where the tightest requirements are obtained for the foreground-dominated channels. Gain calibration uncertainties, corresponding to the derived requirements, are then simultaneously propagated into all frequency channels. By doing so, we find that the overall impact on estimated r is lower than the total gain systematic budget for LiteBIRD approximately by a factor 5, due to the correlations of the impacts of gain calibration uncertainties in different frequency channels. In order to decouple the systematic effect from the specific choice of the model, we derive the requirements assuming constant spectral parameters for the foreground emission. To assess the robustness of the obtained results against more realistic scenarios, we repeat the analysis assuming sky models of intermediate and high complexity. In these further cases, we adopt an optimised NILC pipeline, called the Multi-Clustering NILC (MC-NILC). We find that the impact of gain calibration uncertainties on r is lower than the LiteBIRD gain systematics budget for the intermediate-complexity sky model. For the high-complexity case, instead, it would be necessary to tighten the requirements by a factor 1.8.</description><identifier>ISSN: 1475-7516</identifier><identifier>ISSN: 1475-7508</identifier><identifier>EISSN: 1475-7516</identifier><identifier>DOI: 10.1088/1475-7516/2025/01/019</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Accuracy ; Astrophysics ; Budgets ; Calibration ; Channels ; Clustering ; CMBR experiments ; CMBR polarisation ; Complexity ; Constraint modelling ; Cosmic microwave background ; Parameter robustness ; Parameter uncertainty ; Physics ; Polarization ; Sky models ; Systematics ; Tensors</subject><ispartof>Journal of cosmology and astroparticle physics, 2025-01, Vol.2025 (1), p.19</ispartof><rights>2025 The Author(s)</rights><rights>2025 The Author(s). This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Attribution</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1979-fe790c22051f3cdd258c84dadf00afe25f35988ef6abaabe0ca8848a5bd2de053</cites><orcidid>0000-0002-5501-8449 ; 0000-0002-6783-032X ; 0009-0004-1436-841X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1475-7516/2025/01/019/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>230,314,776,780,881,4010,27900,27901,27902,53821,53868</link.rule.ids><backlink>$$Uhttps://hal.science/hal-04795374$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Carralot, F.</creatorcontrib><creatorcontrib>Carones, A.</creatorcontrib><creatorcontrib>Krachmalnicoff, N.</creatorcontrib><creatorcontrib>Ghigna, T.</creatorcontrib><creatorcontrib>Novelli, A.</creatorcontrib><creatorcontrib>Pagano, L.</creatorcontrib><creatorcontrib>Piacentini, F.</creatorcontrib><creatorcontrib>Baccigalupi, C.</creatorcontrib><creatorcontrib>Adak, D.</creatorcontrib><creatorcontrib>Anand, A.</creatorcontrib><creatorcontrib>Aumont, J.</creatorcontrib><creatorcontrib>Azzoni, S.</creatorcontrib><creatorcontrib>Ballardini, M.</creatorcontrib><creatorcontrib>Banday, A.J.</creatorcontrib><creatorcontrib>Barreiro, R.B.</creatorcontrib><creatorcontrib>Bartolo, N.</creatorcontrib><creatorcontrib>Basak, S.</creatorcontrib><creatorcontrib>Basyrov, A.</creatorcontrib><creatorcontrib>Bersanelli, M.</creatorcontrib><creatorcontrib>Bortolami, M.</creatorcontrib><creatorcontrib>Brinckmann, T.</creatorcontrib><creatorcontrib>Cacciotti, F.</creatorcontrib><creatorcontrib>Campeti, P.</creatorcontrib><creatorcontrib>Carinos, E.</creatorcontrib><creatorcontrib>Casas, F.J.</creatorcontrib><creatorcontrib>Clermont, L.</creatorcontrib><creatorcontrib>Columbro, F.</creatorcontrib><creatorcontrib>Conenna, G.</creatorcontrib><creatorcontrib>Coppi, G.</creatorcontrib><creatorcontrib>Coppolecchia, A.</creatorcontrib><creatorcontrib>Cuttaia, F.</creatorcontrib><creatorcontrib>De Lucia, M.</creatorcontrib><creatorcontrib>Della Torre, S.</creatorcontrib><creatorcontrib>Di Giorgi, E.</creatorcontrib><creatorcontrib>Diego-Palazuelos, P.</creatorcontrib><creatorcontrib>Essinger-Hileman, T.</creatorcontrib><creatorcontrib>Ferreira, E.</creatorcontrib><creatorcontrib>Finelli, F.</creatorcontrib><creatorcontrib>Galloni, G.</creatorcontrib><creatorcontrib>Galloway, M.</creatorcontrib><creatorcontrib>Gervasi, M.</creatorcontrib><creatorcontrib>Génova-Santos, R.T.</creatorcontrib><creatorcontrib>Giardiello, S.</creatorcontrib><creatorcontrib>Gimeno-Amo, C.</creatorcontrib><creatorcontrib>Gjerløw, E.</creatorcontrib><creatorcontrib>Gruppuso, A.</creatorcontrib><creatorcontrib>Hazumi, M.</creatorcontrib><creatorcontrib>Henrot-Versillé, S.</creatorcontrib><creatorcontrib>Hergt, L.T.</creatorcontrib><creatorcontrib>Hivon, E.</creatorcontrib><creatorcontrib>Ishino, H.</creatorcontrib><creatorcontrib>Jost, B.</creatorcontrib><creatorcontrib>Kohri, K.</creatorcontrib><creatorcontrib>Lamagna, L.</creatorcontrib><creatorcontrib>Leloup, C.</creatorcontrib><creatorcontrib>Lembo, M.</creatorcontrib><creatorcontrib>Levrier, F.</creatorcontrib><creatorcontrib>Lonappan, A.I.</creatorcontrib><creatorcontrib>López-Caniego, M.</creatorcontrib><creatorcontrib>Macias-Perez, J.</creatorcontrib><creatorcontrib>Martínez-González, E.</creatorcontrib><creatorcontrib>Masi, S.</creatorcontrib><creatorcontrib>Matarrese, S.</creatorcontrib><creatorcontrib>Matsumura, T.</creatorcontrib><creatorcontrib>Micheli, S.</creatorcontrib><creatorcontrib>Monelli, M.</creatorcontrib><creatorcontrib>Montier, L.</creatorcontrib><creatorcontrib>Morgante, G.</creatorcontrib><creatorcontrib>Mot, B.</creatorcontrib><creatorcontrib>Mousset, L.</creatorcontrib><creatorcontrib>Nagano, Y.</creatorcontrib><creatorcontrib>Nagata, R.</creatorcontrib><creatorcontrib>Natoli, P.</creatorcontrib><creatorcontrib>Obata, I.</creatorcontrib><creatorcontrib>Paiella, A.</creatorcontrib><creatorcontrib>Paoletti, D.</creatorcontrib><creatorcontrib>Pascual-Cisneros, G.</creatorcontrib><creatorcontrib>Patanchon, G.</creatorcontrib><creatorcontrib>Pavlidou, V.</creatorcontrib><creatorcontrib>Pisano, G.</creatorcontrib><creatorcontrib>Polenta, G.</creatorcontrib><creatorcontrib>Porcelli, L.</creatorcontrib><creatorcontrib>Puglisi, G.</creatorcontrib><creatorcontrib>Raffuzzi, N.</creatorcontrib><creatorcontrib>Remazeilles, M.</creatorcontrib><creatorcontrib>Ruiz-Granda, M.</creatorcontrib><creatorcontrib>Sanghavi, J.</creatorcontrib><creatorcontrib>Scott, D.</creatorcontrib><creatorcontrib>Sullivan, R.M.</creatorcontrib><creatorcontrib>Takase, Y.</creatorcontrib><creatorcontrib>Tassis, K.</creatorcontrib><creatorcontrib>Tomasi, M.</creatorcontrib><creatorcontrib>Tristram, M.</creatorcontrib><creatorcontrib>Vacher, L.</creatorcontrib><creatorcontrib>van Tent, B.</creatorcontrib><creatorcontrib>Vielva, P.</creatorcontrib><creatorcontrib>Weymann-Despres, G.</creatorcontrib><creatorcontrib>Wollack, E.J.</creatorcontrib><creatorcontrib>Zannoni, M.</creatorcontrib><creatorcontrib>Zhou, Y.</creatorcontrib><creatorcontrib>The LiteBIRD collaboration</creatorcontrib><title>Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation</title><title>Journal of cosmology and astroparticle physics</title><addtitle>J. Cosmol. Astropart. Phys</addtitle><description>The detection of primordial B modes of the cosmic microwave background (CMB) could provide information about the early stages of the Universe's evolution. The faintness of this signal requires exquisite calibration accuracy and control of instrumental systematic effects which otherwise could bias the measurements. In this work, we study the impact of an imperfect relative polarisation gain calibration on the recovered value of the tensor-to-scalar ratio r for the LiteBIRD experiment, through the application of the blind Needlet Internal Linear Combination (NILC) foreground-cleaning method. We derive requirements on the relative calibration accuracy of the overall polarisation gain (Δ g ν ) for each LiteBIRD frequency channel. Our results show that minimum variance techniques, as NILC, are less sensitive to systematic gain calibration uncertainties compared to a parametric approach, if the latter is not equipped with a proper modelling of these instrumental effects. In this study, the most stringent requirements are found in the channels where the CMB signal is relatively brighter, with the tightest constraints at 166 GHz (Δ g ν ≈ 0.16%). This differs from the outcome of an analogous analysis performed with a parametric method, where the tightest requirements are obtained for the foreground-dominated channels. Gain calibration uncertainties, corresponding to the derived requirements, are then simultaneously propagated into all frequency channels. By doing so, we find that the overall impact on estimated r is lower than the total gain systematic budget for LiteBIRD approximately by a factor 5, due to the correlations of the impacts of gain calibration uncertainties in different frequency channels. In order to decouple the systematic effect from the specific choice of the model, we derive the requirements assuming constant spectral parameters for the foreground emission. To assess the robustness of the obtained results against more realistic scenarios, we repeat the analysis assuming sky models of intermediate and high complexity. In these further cases, we adopt an optimised NILC pipeline, called the Multi-Clustering NILC (MC-NILC). We find that the impact of gain calibration uncertainties on r is lower than the LiteBIRD gain systematics budget for the intermediate-complexity sky model. For the high-complexity case, instead, it would be necessary to tighten the requirements by a factor 1.8.</description><subject>Accuracy</subject><subject>Astrophysics</subject><subject>Budgets</subject><subject>Calibration</subject><subject>Channels</subject><subject>Clustering</subject><subject>CMBR experiments</subject><subject>CMBR polarisation</subject><subject>Complexity</subject><subject>Constraint modelling</subject><subject>Cosmic microwave background</subject><subject>Parameter robustness</subject><subject>Parameter uncertainty</subject><subject>Physics</subject><subject>Polarization</subject><subject>Sky models</subject><subject>Systematics</subject><subject>Tensors</subject><issn>1475-7516</issn><issn>1475-7508</issn><issn>1475-7516</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><recordid>eNp9kF9LwzAUxYMoOKcfQQj45ENd0jZt-jjnnw0KwtDncJsmLqNruqRT_PamVKZPwoV7OTnnRzgIXVNyRwnnM5rmLMoZzWYxidmM0DDFCZoc9dM_9zm68H5LSJwlCZ8guVb7g3Fqp9reY9vifqPwO5gWS2hM5aA3QdTW4dL06n61fsCdbcAZP77U0AP-NP0GV41payztrrNtgGGvOhjjl-hMQ-PV1c-eorenx9fFMipfnleLeRlJWuRFpFVeEBnHhFGdyLqOGZc8raHWhIBWMdMJKzhXOoMKoFJEAucpB1bVca0IS6boduRuoBGdMztwX8KCEct5KQaNpHnBkjz9oMF7M3o7Z_cH5XuxtQfXhu-JhLKEBlc2ENnoks5675Q-YikRQ_di6FUMvYqhe0FomCLk6JgztvsF_5_5Bswlhl8</recordid><startdate>20250101</startdate><enddate>20250101</enddate><creator>Carralot, F.</creator><creator>Carones, A.</creator><creator>Krachmalnicoff, N.</creator><creator>Ghigna, T.</creator><creator>Novelli, A.</creator><creator>Pagano, L.</creator><creator>Piacentini, F.</creator><creator>Baccigalupi, C.</creator><creator>Adak, D.</creator><creator>Anand, A.</creator><creator>Aumont, J.</creator><creator>Azzoni, S.</creator><creator>Ballardini, M.</creator><creator>Banday, A.J.</creator><creator>Barreiro, R.B.</creator><creator>Bartolo, N.</creator><creator>Basak, S.</creator><creator>Basyrov, A.</creator><creator>Bersanelli, M.</creator><creator>Bortolami, M.</creator><creator>Brinckmann, T.</creator><creator>Cacciotti, F.</creator><creator>Campeti, P.</creator><creator>Carinos, E.</creator><creator>Casas, F.J.</creator><creator>Clermont, L.</creator><creator>Columbro, F.</creator><creator>Conenna, G.</creator><creator>Coppi, G.</creator><creator>Coppolecchia, A.</creator><creator>Cuttaia, F.</creator><creator>De Lucia, M.</creator><creator>Della Torre, S.</creator><creator>Di Giorgi, E.</creator><creator>Diego-Palazuelos, P.</creator><creator>Essinger-Hileman, T.</creator><creator>Ferreira, E.</creator><creator>Finelli, F.</creator><creator>Galloni, G.</creator><creator>Galloway, M.</creator><creator>Gervasi, M.</creator><creator>Génova-Santos, R.T.</creator><creator>Giardiello, S.</creator><creator>Gimeno-Amo, C.</creator><creator>Gjerløw, E.</creator><creator>Gruppuso, A.</creator><creator>Hazumi, M.</creator><creator>Henrot-Versillé, S.</creator><creator>Hergt, L.T.</creator><creator>Hivon, E.</creator><creator>Ishino, H.</creator><creator>Jost, B.</creator><creator>Kohri, K.</creator><creator>Lamagna, L.</creator><creator>Leloup, C.</creator><creator>Lembo, M.</creator><creator>Levrier, F.</creator><creator>Lonappan, A.I.</creator><creator>López-Caniego, M.</creator><creator>Macias-Perez, J.</creator><creator>Martínez-González, E.</creator><creator>Masi, S.</creator><creator>Matarrese, S.</creator><creator>Matsumura, T.</creator><creator>Micheli, S.</creator><creator>Monelli, M.</creator><creator>Montier, L.</creator><creator>Morgante, G.</creator><creator>Mot, B.</creator><creator>Mousset, L.</creator><creator>Nagano, Y.</creator><creator>Nagata, R.</creator><creator>Natoli, P.</creator><creator>Obata, I.</creator><creator>Paiella, A.</creator><creator>Paoletti, D.</creator><creator>Pascual-Cisneros, G.</creator><creator>Patanchon, G.</creator><creator>Pavlidou, V.</creator><creator>Pisano, G.</creator><creator>Polenta, G.</creator><creator>Porcelli, L.</creator><creator>Puglisi, G.</creator><creator>Raffuzzi, N.</creator><creator>Remazeilles, M.</creator><creator>Ruiz-Granda, M.</creator><creator>Sanghavi, J.</creator><creator>Scott, D.</creator><creator>Sullivan, R.M.</creator><creator>Takase, Y.</creator><creator>Tassis, K.</creator><creator>Tomasi, M.</creator><creator>Tristram, M.</creator><creator>Vacher, L.</creator><creator>van Tent, B.</creator><creator>Vielva, P.</creator><creator>Weymann-Despres, G.</creator><creator>Wollack, E.J.</creator><creator>Zannoni, M.</creator><creator>Zhou, Y.</creator><general>IOP Publishing</general><general>Institute of Physics (IOP)</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0002-5501-8449</orcidid><orcidid>https://orcid.org/0000-0002-6783-032X</orcidid><orcidid>https://orcid.org/0009-0004-1436-841X</orcidid></search><sort><creationdate>20250101</creationdate><title>Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation</title><author>Carralot, F. ; Carones, A. ; Krachmalnicoff, N. ; Ghigna, T. ; Novelli, A. ; Pagano, L. ; Piacentini, F. ; Baccigalupi, C. ; Adak, D. ; Anand, A. ; Aumont, J. ; Azzoni, S. ; Ballardini, M. ; Banday, A.J. ; Barreiro, R.B. ; Bartolo, N. ; Basak, S. ; Basyrov, A. ; Bersanelli, M. ; Bortolami, M. ; Brinckmann, T. ; Cacciotti, F. ; Campeti, P. ; Carinos, E. ; Casas, F.J. ; Clermont, L. ; Columbro, F. ; Conenna, G. ; Coppi, G. ; Coppolecchia, A. ; Cuttaia, F. ; De Lucia, M. ; Della Torre, S. ; Di Giorgi, E. ; Diego-Palazuelos, P. ; Essinger-Hileman, T. ; Ferreira, E. ; Finelli, F. ; Galloni, G. ; Galloway, M. ; Gervasi, M. ; Génova-Santos, R.T. ; Giardiello, S. ; Gimeno-Amo, C. ; Gjerløw, E. ; Gruppuso, A. ; Hazumi, M. ; Henrot-Versillé, S. ; Hergt, L.T. ; Hivon, E. ; Ishino, H. ; Jost, B. ; Kohri, K. ; Lamagna, L. ; Leloup, C. ; Lembo, M. ; Levrier, F. ; Lonappan, A.I. ; López-Caniego, M. ; Macias-Perez, J. ; Martínez-González, E. ; Masi, S. ; Matarrese, S. ; Matsumura, T. ; Micheli, S. ; Monelli, M. ; Montier, L. ; Morgante, G. ; Mot, B. ; Mousset, L. ; Nagano, Y. ; Nagata, R. ; Natoli, P. ; Obata, I. ; Paiella, A. ; Paoletti, D. ; Pascual-Cisneros, G. ; Patanchon, G. ; Pavlidou, V. ; Pisano, G. ; Polenta, G. ; Porcelli, L. ; Puglisi, G. ; Raffuzzi, N. ; Remazeilles, M. ; Ruiz-Granda, M. ; Sanghavi, J. ; Scott, D. ; Sullivan, R.M. ; Takase, Y. ; Tassis, K. ; Tomasi, M. ; Tristram, M. ; Vacher, L. ; van Tent, B. ; Vielva, P. ; Weymann-Despres, G. ; Wollack, E.J. ; Zannoni, M. ; Zhou, Y.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1979-fe790c22051f3cdd258c84dadf00afe25f35988ef6abaabe0ca8848a5bd2de053</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Accuracy</topic><topic>Astrophysics</topic><topic>Budgets</topic><topic>Calibration</topic><topic>Channels</topic><topic>Clustering</topic><topic>CMBR experiments</topic><topic>CMBR polarisation</topic><topic>Complexity</topic><topic>Constraint modelling</topic><topic>Cosmic microwave background</topic><topic>Parameter robustness</topic><topic>Parameter uncertainty</topic><topic>Physics</topic><topic>Polarization</topic><topic>Sky models</topic><topic>Systematics</topic><topic>Tensors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Carralot, F.</creatorcontrib><creatorcontrib>Carones, A.</creatorcontrib><creatorcontrib>Krachmalnicoff, N.</creatorcontrib><creatorcontrib>Ghigna, T.</creatorcontrib><creatorcontrib>Novelli, A.</creatorcontrib><creatorcontrib>Pagano, L.</creatorcontrib><creatorcontrib>Piacentini, F.</creatorcontrib><creatorcontrib>Baccigalupi, C.</creatorcontrib><creatorcontrib>Adak, D.</creatorcontrib><creatorcontrib>Anand, A.</creatorcontrib><creatorcontrib>Aumont, J.</creatorcontrib><creatorcontrib>Azzoni, S.</creatorcontrib><creatorcontrib>Ballardini, M.</creatorcontrib><creatorcontrib>Banday, A.J.</creatorcontrib><creatorcontrib>Barreiro, R.B.</creatorcontrib><creatorcontrib>Bartolo, N.</creatorcontrib><creatorcontrib>Basak, S.</creatorcontrib><creatorcontrib>Basyrov, A.</creatorcontrib><creatorcontrib>Bersanelli, M.</creatorcontrib><creatorcontrib>Bortolami, M.</creatorcontrib><creatorcontrib>Brinckmann, T.</creatorcontrib><creatorcontrib>Cacciotti, F.</creatorcontrib><creatorcontrib>Campeti, P.</creatorcontrib><creatorcontrib>Carinos, E.</creatorcontrib><creatorcontrib>Casas, F.J.</creatorcontrib><creatorcontrib>Clermont, L.</creatorcontrib><creatorcontrib>Columbro, F.</creatorcontrib><creatorcontrib>Conenna, G.</creatorcontrib><creatorcontrib>Coppi, G.</creatorcontrib><creatorcontrib>Coppolecchia, A.</creatorcontrib><creatorcontrib>Cuttaia, F.</creatorcontrib><creatorcontrib>De Lucia, M.</creatorcontrib><creatorcontrib>Della Torre, S.</creatorcontrib><creatorcontrib>Di Giorgi, E.</creatorcontrib><creatorcontrib>Diego-Palazuelos, P.</creatorcontrib><creatorcontrib>Essinger-Hileman, T.</creatorcontrib><creatorcontrib>Ferreira, E.</creatorcontrib><creatorcontrib>Finelli, F.</creatorcontrib><creatorcontrib>Galloni, G.</creatorcontrib><creatorcontrib>Galloway, M.</creatorcontrib><creatorcontrib>Gervasi, M.</creatorcontrib><creatorcontrib>Génova-Santos, R.T.</creatorcontrib><creatorcontrib>Giardiello, S.</creatorcontrib><creatorcontrib>Gimeno-Amo, C.</creatorcontrib><creatorcontrib>Gjerløw, E.</creatorcontrib><creatorcontrib>Gruppuso, A.</creatorcontrib><creatorcontrib>Hazumi, M.</creatorcontrib><creatorcontrib>Henrot-Versillé, S.</creatorcontrib><creatorcontrib>Hergt, L.T.</creatorcontrib><creatorcontrib>Hivon, E.</creatorcontrib><creatorcontrib>Ishino, H.</creatorcontrib><creatorcontrib>Jost, B.</creatorcontrib><creatorcontrib>Kohri, K.</creatorcontrib><creatorcontrib>Lamagna, L.</creatorcontrib><creatorcontrib>Leloup, C.</creatorcontrib><creatorcontrib>Lembo, M.</creatorcontrib><creatorcontrib>Levrier, F.</creatorcontrib><creatorcontrib>Lonappan, A.I.</creatorcontrib><creatorcontrib>López-Caniego, M.</creatorcontrib><creatorcontrib>Macias-Perez, J.</creatorcontrib><creatorcontrib>Martínez-González, E.</creatorcontrib><creatorcontrib>Masi, S.</creatorcontrib><creatorcontrib>Matarrese, S.</creatorcontrib><creatorcontrib>Matsumura, T.</creatorcontrib><creatorcontrib>Micheli, S.</creatorcontrib><creatorcontrib>Monelli, M.</creatorcontrib><creatorcontrib>Montier, L.</creatorcontrib><creatorcontrib>Morgante, G.</creatorcontrib><creatorcontrib>Mot, B.</creatorcontrib><creatorcontrib>Mousset, L.</creatorcontrib><creatorcontrib>Nagano, Y.</creatorcontrib><creatorcontrib>Nagata, R.</creatorcontrib><creatorcontrib>Natoli, P.</creatorcontrib><creatorcontrib>Obata, I.</creatorcontrib><creatorcontrib>Paiella, A.</creatorcontrib><creatorcontrib>Paoletti, D.</creatorcontrib><creatorcontrib>Pascual-Cisneros, G.</creatorcontrib><creatorcontrib>Patanchon, G.</creatorcontrib><creatorcontrib>Pavlidou, V.</creatorcontrib><creatorcontrib>Pisano, G.</creatorcontrib><creatorcontrib>Polenta, G.</creatorcontrib><creatorcontrib>Porcelli, L.</creatorcontrib><creatorcontrib>Puglisi, G.</creatorcontrib><creatorcontrib>Raffuzzi, N.</creatorcontrib><creatorcontrib>Remazeilles, M.</creatorcontrib><creatorcontrib>Ruiz-Granda, M.</creatorcontrib><creatorcontrib>Sanghavi, J.</creatorcontrib><creatorcontrib>Scott, D.</creatorcontrib><creatorcontrib>Sullivan, R.M.</creatorcontrib><creatorcontrib>Takase, Y.</creatorcontrib><creatorcontrib>Tassis, K.</creatorcontrib><creatorcontrib>Tomasi, M.</creatorcontrib><creatorcontrib>Tristram, M.</creatorcontrib><creatorcontrib>Vacher, L.</creatorcontrib><creatorcontrib>van Tent, B.</creatorcontrib><creatorcontrib>Vielva, P.</creatorcontrib><creatorcontrib>Weymann-Despres, G.</creatorcontrib><creatorcontrib>Wollack, E.J.</creatorcontrib><creatorcontrib>Zannoni, M.</creatorcontrib><creatorcontrib>Zhou, Y.</creatorcontrib><creatorcontrib>The LiteBIRD collaboration</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Journal of cosmology and astroparticle physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Carralot, F.</au><au>Carones, A.</au><au>Krachmalnicoff, N.</au><au>Ghigna, T.</au><au>Novelli, A.</au><au>Pagano, L.</au><au>Piacentini, F.</au><au>Baccigalupi, C.</au><au>Adak, D.</au><au>Anand, A.</au><au>Aumont, J.</au><au>Azzoni, S.</au><au>Ballardini, M.</au><au>Banday, A.J.</au><au>Barreiro, R.B.</au><au>Bartolo, N.</au><au>Basak, S.</au><au>Basyrov, A.</au><au>Bersanelli, M.</au><au>Bortolami, M.</au><au>Brinckmann, T.</au><au>Cacciotti, F.</au><au>Campeti, P.</au><au>Carinos, E.</au><au>Casas, F.J.</au><au>Clermont, L.</au><au>Columbro, F.</au><au>Conenna, G.</au><au>Coppi, G.</au><au>Coppolecchia, A.</au><au>Cuttaia, F.</au><au>De Lucia, M.</au><au>Della Torre, S.</au><au>Di Giorgi, E.</au><au>Diego-Palazuelos, P.</au><au>Essinger-Hileman, T.</au><au>Ferreira, E.</au><au>Finelli, F.</au><au>Galloni, G.</au><au>Galloway, M.</au><au>Gervasi, M.</au><au>Génova-Santos, R.T.</au><au>Giardiello, S.</au><au>Gimeno-Amo, C.</au><au>Gjerløw, E.</au><au>Gruppuso, A.</au><au>Hazumi, M.</au><au>Henrot-Versillé, S.</au><au>Hergt, L.T.</au><au>Hivon, E.</au><au>Ishino, H.</au><au>Jost, B.</au><au>Kohri, K.</au><au>Lamagna, L.</au><au>Leloup, C.</au><au>Lembo, M.</au><au>Levrier, F.</au><au>Lonappan, A.I.</au><au>López-Caniego, M.</au><au>Macias-Perez, J.</au><au>Martínez-González, E.</au><au>Masi, S.</au><au>Matarrese, S.</au><au>Matsumura, T.</au><au>Micheli, S.</au><au>Monelli, M.</au><au>Montier, L.</au><au>Morgante, G.</au><au>Mot, B.</au><au>Mousset, L.</au><au>Nagano, Y.</au><au>Nagata, R.</au><au>Natoli, P.</au><au>Obata, I.</au><au>Paiella, A.</au><au>Paoletti, D.</au><au>Pascual-Cisneros, G.</au><au>Patanchon, G.</au><au>Pavlidou, V.</au><au>Pisano, G.</au><au>Polenta, G.</au><au>Porcelli, L.</au><au>Puglisi, G.</au><au>Raffuzzi, N.</au><au>Remazeilles, M.</au><au>Ruiz-Granda, M.</au><au>Sanghavi, J.</au><au>Scott, D.</au><au>Sullivan, R.M.</au><au>Takase, Y.</au><au>Tassis, K.</au><au>Tomasi, M.</au><au>Tristram, M.</au><au>Vacher, L.</au><au>van Tent, B.</au><au>Vielva, P.</au><au>Weymann-Despres, G.</au><au>Wollack, E.J.</au><au>Zannoni, M.</au><au>Zhou, Y.</au><aucorp>The LiteBIRD collaboration</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation</atitle><jtitle>Journal of cosmology and astroparticle physics</jtitle><addtitle>J. Cosmol. Astropart. Phys</addtitle><date>2025-01-01</date><risdate>2025</risdate><volume>2025</volume><issue>1</issue><spage>19</spage><pages>19-</pages><issn>1475-7516</issn><issn>1475-7508</issn><eissn>1475-7516</eissn><abstract>The detection of primordial B modes of the cosmic microwave background (CMB) could provide information about the early stages of the Universe's evolution. The faintness of this signal requires exquisite calibration accuracy and control of instrumental systematic effects which otherwise could bias the measurements. In this work, we study the impact of an imperfect relative polarisation gain calibration on the recovered value of the tensor-to-scalar ratio r for the LiteBIRD experiment, through the application of the blind Needlet Internal Linear Combination (NILC) foreground-cleaning method. We derive requirements on the relative calibration accuracy of the overall polarisation gain (Δ g ν ) for each LiteBIRD frequency channel. Our results show that minimum variance techniques, as NILC, are less sensitive to systematic gain calibration uncertainties compared to a parametric approach, if the latter is not equipped with a proper modelling of these instrumental effects. In this study, the most stringent requirements are found in the channels where the CMB signal is relatively brighter, with the tightest constraints at 166 GHz (Δ g ν ≈ 0.16%). This differs from the outcome of an analogous analysis performed with a parametric method, where the tightest requirements are obtained for the foreground-dominated channels. Gain calibration uncertainties, corresponding to the derived requirements, are then simultaneously propagated into all frequency channels. By doing so, we find that the overall impact on estimated r is lower than the total gain systematic budget for LiteBIRD approximately by a factor 5, due to the correlations of the impacts of gain calibration uncertainties in different frequency channels. In order to decouple the systematic effect from the specific choice of the model, we derive the requirements assuming constant spectral parameters for the foreground emission. To assess the robustness of the obtained results against more realistic scenarios, we repeat the analysis assuming sky models of intermediate and high complexity. In these further cases, we adopt an optimised NILC pipeline, called the Multi-Clustering NILC (MC-NILC). We find that the impact of gain calibration uncertainties on r is lower than the LiteBIRD gain systematics budget for the intermediate-complexity sky model. For the high-complexity case, instead, it would be necessary to tighten the requirements by a factor 1.8.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1475-7516/2025/01/019</doi><tpages>37</tpages><orcidid>https://orcid.org/0000-0002-5501-8449</orcidid><orcidid>https://orcid.org/0000-0002-6783-032X</orcidid><orcidid>https://orcid.org/0009-0004-1436-841X</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1475-7516
ispartof Journal of cosmology and astroparticle physics, 2025-01, Vol.2025 (1), p.19
issn 1475-7516
1475-7508
1475-7516
language eng
recordid cdi_proquest_journals_3153137465
source IOP Publishing Journals; Institute of Physics (IOP) Journals - HEAL-Link
subjects Accuracy
Astrophysics
Budgets
Calibration
Channels
Clustering
CMBR experiments
CMBR polarisation
Complexity
Constraint modelling
Cosmic microwave background
Parameter robustness
Parameter uncertainty
Physics
Polarization
Sky models
Systematics
Tensors
title Requirements on the gain calibration for LiteBIRD polarisation data with blind component separation
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-03T17%3A55%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Requirements%20on%20the%20gain%20calibration%20for%20LiteBIRD%20polarisation%20data%20with%20blind%20component%20separation&rft.jtitle=Journal%20of%20cosmology%20and%20astroparticle%20physics&rft.au=Carralot,%20F.&rft.aucorp=The%20LiteBIRD%20collaboration&rft.date=2025-01-01&rft.volume=2025&rft.issue=1&rft.spage=19&rft.pages=19-&rft.issn=1475-7516&rft.eissn=1475-7516&rft_id=info:doi/10.1088/1475-7516/2025/01/019&rft_dat=%3Cproquest_cross%3E3153137465%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3153137465&rft_id=info:pmid/&rfr_iscdi=true