@inproceedings{Varsi:2025Md,
  author = "Varsi, Fahim  and  Draper, Lincoln  and  Soldin, Dennis  and  Abbasi, Rasha  and  Ackermann, Markus  and  Adams, Jenni  and  Agarwalla, Sanjib Kumar  and  Aguilar, Juanan  and  Ahlers, Markus  and  Alameddine, Jean-Marco  and  Ali, Shoukat  and  Amin, Najia Moureen Binte  and  Andeen, Karen  and  Argüelles, Carlos  and  Ashida, Yosuke  and  Athanasiadou, Sofia  and  Axani, Spencer  and  Babu, Rishi  and  Bai, Xinhua  and  Baines-Holmes, Joe  and  Balagopal V, Aswathi  and  Barwick, Steven W.  and  Bash, Simeon  and  Basu, Vedant  and  Bay, Ryan  and  Beatty, James  and  Becker Tjus, Julia  and  Behrens, Philipp  and  Beise, Jakob  and  Bellenghi, Chiara  and  Benkel, Bruno  and  BenZvi, Segev  and  Berley, David  and  Bernardini, Elisa  and  Besson, Dave  and  Blaufuss, Erik  and  Bloom, Lucas  and  Blot, Summer  and  Bodo, Ilya  and  Bontempo, Federico  and  Book Motzkin, Julia  and  Boscolo Meneguolo, Caterina  and  BOSER, Sebastian  and  Botner, Olga  and  Bottcher, Jakob  and  Braun, Jim  and  Brinson, Bennett  and  Brisson-Tsavoussis, Zoe  and  Burley, Ryan T.  and  Butterfield, Delaney  and  Campana, Michael  and  Carloni, Kiara  and  Carpio, Jose  and  Chattopadhyay, Sharmistha  and  Chau, Thien Nhan  and  Chen, Zheyang  and  Chirkin, Dmitry  and  Choi, Seowon  and  Clark, Brian  and  Coleman, Alan  and  Coleman, Peter John Cusack  and  Collin, Gabriel  and  Coloma Borja, Diego Alberto  and  Connolly, Amy  and  Conrad, Janet  and  Corley, Rebecca  and  Cowen, Doug  and  DE CLERCQ, Catherine  and  DeLaunay, James  and  Delgado, Diyaselis  and  Delmeulle, Thomas  and  Deng, Shuyang  and  Desiati, Paolo  and  de Vries, Krijn  and  de Wasseige, Gwenhaël  and  DeYoung, Tyce  and  Diaz-Velez, Juan Carlos  and  DiKerby, Stephen  and  Dittmer, Markus  and  Domi, Alba  and  Dueser, Lasse  and  Durnford, Daniel  and  Dutta, Kaustav  and  DuVernois, Michael  and  Ehrhardt, Thomas  and  Eidenschink, Leonhard  and  Eimer, Anna  and  Eller, Philipp  and  Ellinger, Enrico  and  Elsässer, Dominik  and  Engel, Ralph  and  Erpenbeck, Hannah  and  Esmail, Waleed  and  Eulig, Steven  and  Evans, John  and  Evenson, Paul  and  Fan, Kwok Lung  and  Fang, Ke  and  Farrag, Kareem Ramadan  and  Fazely, Ali  and  Fedynitch, Anatoli  and  Feigl, Nora  and  Finley, Chad  and  Fischer, Leander  and  Fox, Derek B  and  Franckowiak, Anna  and  Fukami, Satoshi  and  Furst, Philipp  and  Gallagher, John  and  Ganster, Erik  and  Garcia, Alfonso  and  Garcia, Miles  and  Garg, Gopal  and  Genton, Eliot  and  Gerhardt, Lisa  and  Ghadimi, Ava  and  Glaser, Christian  and  Glüsenkamp, Thorsten  and  Gonzalez, Javier  and  Goswami, Sreetama  and  Granados, Alejandra  and  Grant, Darren  and  Gray, Shannon  and  Griffin, Sean  and  Griswold, Spencer  and  Groth, Kathrine Morch  and  Guevel, David Joseph  and  Günther, Christoph  and  Gutjahr, Pascal  and  Ha, Chang Hyon  and  Haack, Christian  and  Hallgren, Allan  and  Halve, Lasse  and  Halzen, Francis  and  Hamacher, Leon  and  Ha Minh, Martin  and  Handt, Michael  and  Hanson, Kael  and  Hardin, John  and  Harnisch, Alexander  and  Hatch, Patrick  and  Haungs, Andreas  and  Haussler, Jonas  and  Helbing, Klaus  and  Hellrung, Jonas  and  Henke, Brandon  and  Hennig, Lukas  and  Henningsen, Felix  and  Heuermann, Lars Philipp  and  Hewett, Rhia  and  Heyer, Nils  and  Hickford, Stephanie  and  Hidvegi, Attila  and  Hill, Colton  and  Hill, Gary  and  Hmaid, Ramy  and  Hoffman, Kara  and  Hooper, Dan  and  Hori, Sam  and  Hoshina, Kotoyo  and  Hostert, Matheus  and  Hou, Wenjie  and  Huber, Thomas  and  Hultqvist, Klas  and  Hymon, Karolin  and  Ishihara, Aya  and  Iwakiri, Wataru  and  Jacquart, Marc  and  Jain, Samyak  and  Janik, Oliver  and  Jansson, Matti  and  Jeong, Minjin  and  Jin, Miaochen  and  Kamp, Nicholas  and  Kang, Donghwa  and  Kang, Woosik  and  Kang, Xinyue  and  Kappes, Alexander  and  Kardum, Leonora  and  Karg, Timo  and  Karl, Martina  and  Karle, Albrecht  and  Katil, Akanksha  and  Kauer, Matt  and  Kelley, John  and  Khanal, Manish  and  Khatee Zathul, Arifa  and  Kheirandish, Ali  and  KimKu, Hani  and  Kiryluk, Joanna  and  Klein, Carolin  and  Klein, Spencer  and  Kobayashi, Yukiho  and  Kochocki, Alina  and  Koirala, Ramesh  and  Kolanoski, Hermann  and  Kontrimas, Tomas  and  Kopke, Lutz  and  Kopper, Claudio  and  Koskinen, Jason  and  Koundal, Paras  and  Kowalski, Marek  and  Kozynets, Tetiana  and  Krieger, Niclas  and  Jayakumar, Krishnamoorthi  and  Krishnan, Tanvi  and  Kruiswijk, Karlijn  and  Krupczak, Emmett  and  Kumar, Anil  and  Kun, Emma  and  Kurahashi, Naoko  and  Lad, Neha Navnitkumar  and  Lagunas Gualda, Cristina  and  Lallement Arnaud, Louise  and  Lamoureux, Mathieu  and  Larson, Michael J  and  Lauber, Frederik Hermann  and  Lazar, Jeffrey  and  Leonard DeHolton, Kayla  and  Leszczynska, Agnieszka  and  Liao, Jiyuan  and  Lin, Chace  and  Liu, Yitong  and  Liubarska, Maria  and  Love, Christy  and  Lu, Lu  and  Lucarelli, Francesco  and  Luszczak, William  and  Lyu, Yang  and  Madsen, Jim  and  Magnus, Else  and  Mahn, Kendall  and  Makino, Yuya  and  Manao, Elena  and  Mancina, Sarah  and  Mand, Alicia  and  Maris, Ioana Codrina  and  Marka, Szabolcs  and  Marka, Zsuzsa  and  Marten, Lars  and  Martinez-Soler, Ivan  and  Maruyama, Reina H.  and  Mauro, Jonathan  and  Mayhew, Finn  and  McNally, Frank  and  Mead, James Vincent  and  Meagher, Kevin  and  Mechbal, Sarah  and  Medina, Andres  and  Meier, Maximilian  and  Merckx, Yarno  and  Merten, Lukas  and  Mitchell, Justin  and  Molchany, Logan  and  Montaruli, Teresa  and  Moore, Roger  and  Morii, Yasutsugu  and  Mosbrugger, Anke  and  Moulai, Marjon  and  Mousadi, Despina  and  Moyaux, Emile  and  Mukherjee, Tista  and  Naab, Richard  and  Nakos, Maxwell  and  Naumann, Uwe  and  Necker, Jannis  and  Neste, Ludwig  and  Neumann, Miriam  and  Niederhausen, Hans  and  Nisa, Mehr Un  and  Noda, Koji  and  Noell, Andreas  and  Novikov, Alexander  and  Pollmann, Anna  and  O'Dell, Vivian  and  Olivas, Alex  and  Orsoe, Rasmus  and  Osborn, Jesse  and  O'Sullivan, Erin  and  Palusova, Veronika  and  Pandya, Hershal  and  Parenti, Andrea  and  Park, Nahee  and  Parrish, Victoria  and  Paudel, Ek Narayan  and  Paul, Larissa  and  Pérez de los Heros, Carlos  and  Pernice, Teresa  and  Peterson, Josh  and  Plum, Matthias  and  Ponten, Axel  and  Poojyam, Vaidehi  and  Popovych, Yuriy  and  Prado Rodriguez, Maria  and  Pries, Brandon  and  Procter-Murphy, Rachel  and  Przybylski, Gerald  and  Pyras, Lilly  and  Raab, Christoph  and  Rack-Helleis, John  and  Rad, Navid  and  Ravn, Martin Langgård  and  Rawlins, Katherine  and  Rechav, Zoe  and  Rehman, Abdul  and  Reistroffer, Ian  and  Resconi, Elisa  and  Reusch, Simeon  and  Rho, Chang Dong  and  Rhode, Wolfgang  and  Ricca, Leonardo  and  Riedel, Benedikt  and  Rifaie, Adam  and  Roberts, Ella  and  Robertson, Sally  and  Rongen, Martin  and  Rosted, Aske  and  Rott, Carsten  and  Ruhe, Tim  and  Ruohan, Li  and  Ryckbosch, Dirk  and  Saffer, Julian  and  Salazar-Gallegos, Daniel  and  Sampathkumar, Pranav  and  Sandrock, Alexander  and  Sanger-Johnson, Grace  and  Santander, Marcos  and  Sarkar, Subir  and  Savelberg, Joelle  and  Scarnera, Marco  and  Schaile, Patrick  and  Schaufel, Merlin  and  Schieler, Harald  and  Schindler, Sebastian  and  Schlickmann, Lea  and  Schlüter, Berit  and  Schlüter, Felix  and  Schmeisser, Nick  and  Schmidt, Torsten  and  Schröder, Frank  and  Schumacher, Lisa  and  Schwirn, Sonke  and  Sclafani, Stephen  and  Seckel, David  and  Seen, Leo  and  Seikh, Mohammad Ful Hossain  and  Seunarine, Suruj  and  Sevle Myhr, Per Arne  and  Shah, Riya  and  Shefali, Shefali  and  N, Shimizu  and  Skrzypek, Barbara  and  Snihur, Robert  and  Soedingrekso, Jan  and  Sogaard, Andreas  and  Soldin, Philipp  and  Sommani, Giacomo  and  Spannfellner, Christian  and  Spiczak, Glenn  and  Spiering, Christian  and  Stachurska, Juliana  and  Stamatikos, Michael  and  Stanev, Todor  and  Stezelberger, Thorsten  and  Sturwald, Timo  and  Stuttard, Thomas  and  Sullivan, Greg  and  Taboada, Ignacio  and  Ter-Antonyan, Samvel  and  Terliuk, Andrii  and  Thakuri, Amar  and  Thiesmeyer, Matthias  and  Thompson, Will  and  Thwaites, Jessie  and  Tilav, Serap  and  Tollefson, Kirsten  and  Toscano, Simona  and  Tosi, Delia  and  Trettin, Alexandra  and  Upadhyay, Anuj Kumar  and  Upshaw, Karriem  and  Vaidyanathan, Arun  and  Valtonen-Mattila, Nora  and  Valverde, Janeth  and  Vandenbroucke, Justin  and  van Eeden, Thijs  and  van Eijndhoven, Nick  and  van Rootselaar, Lene  and  van Santen, Jakob  and  Vara Carbonell, Francisco Javier  and  Venugopal, Megha  and  Vereecken, Matthias  and  Vergara Carrasco, Sebastian  and  Verpoest, Stef  and  Veske, Doğa  and  Vijai, Aishwarya  and  Villarreal, Joshua  and  Walck, Christian  and  Wang, Andrew  and  Warrick, Elizabeth  and  Weaver, Chris  and  Weigel, Philip  and  Weindl, Andreas  and  Weldert, Jan  and  Wen, Alex  and  Wendt, Chris  and  Werthebach, Johannes  and  Weyrauch, Mark  and  Whitehorn, Nathan  and  Wiebusch, Christopher  and  Williams, Dawn  and  Witthaus, Lucas  and  Wolf, Martin  and  Wrede, Gerrit  and  Xu, Xianwu  and  Yanez, Juan Pablo  and  Yao, Yuhua  and  Yildizci, Emre Burak  and  Yoshida, Shigeru  and  Young, Robert  and  Yu, Felix  and  Yu, Shiqi  and  Yuan, Tianlu  and  Zegarelli, Angela  and  Zhang, Shuo  and  Zhang, Zelong  and  Zhelnin, Pavel  and  Zilberman, Perri",
  title = "{Investigation of Electromagnetic and Muonic Air-Shower Components using IceTop Simulations}",
  doi = "10.22323/1.501.0424",
  booktitle = "Proceedings of 39th International Cosmic Ray Conference {\textemdash} PoS(ICRC2025)",
  year = 2025,
  volume = "501",
  pages = "424"
}