Horizontal muon track identification with neural networks in HAWC

Autor: Ian Herzog, Lukas Nellen, Hao Zhou, Ramiro Torres Escobedo, Segev BenZvi, Nicola Omodei, Samridha Kunwar, Arturo Iriarte, Israel Martinez Castellanos, David Kieda, Ke Fang, Hannah Jhee, Josefa Becerra Gonzalez, Harm Schoorlemmer, Jesús Martínez-Castro, Michael Newbold, Francisco Salesa Greus, Fernando Garfias, J. A. Goodman, Joshua Wood, David Berley, Nissim Illich Fraija, Alison Peisker, Thomas Weisgarber, Andrew James Smith, Xiaojie Wang, Henrike Fleischhack, Rishi Babu, Kelly Malone, Jason Fan, Humberto Ibarguen Salazar, Rhiannon Turner, Chad Brisbois, Vikas Joshi, Kristi Engel, Dezhi Huang, Diego Garcia Aguilar, Vincent Marandon, Alberto Carramiñana, Brenda Dingus, Mehr Nisa, Raquel Diaz Hernandez, Ian James Watson, Vardan Baghmanyan, José Roberto Angeles Camacho, Daniel Omar Avila Rojas, Hawc, Miguel Mostafa, Dirk Lennarz, Jorge Luis Flores, Cederik León de León, Ibrahim Torres, Joe Lundeen, Gilgamesh Luis-Raya, Maria Magdalena González, Pedro Miranda-Romagnoli, Kirsten Tollefson, Eucario Gonzalo Pérez Pérez, Andrea Albert, Hugo Alberto Ayala Solares, Eduardo Moreno Barbosa, Roberto Noriega-Papaqui, Eduardo de la Fuente, Gwenael Giacinti, Filiberto Hueyotl-Zahuantitla, Juan Carlos Arteaga Velazquez, Guillermo García-Torales, Arun Babu Kollamparambil, Robert Ellsworth, Meghan Tanner, Gerd J. Kunde, Colas Rivière, Hermes Leon Vargas, Oscar Chaparro-Amaro, Umberto Cotti, Arnulfo Zepeda, Sabrina Casanova, Ruben Lopez-Coto, Brian Fick, Pooja Surajbali, Andrés Sandoval, Lorenzo Diaz, Laura Olivera-Nieto, Yunior Pérez Araujo, Anna Lia Longinotti, Gus Sinnis, Fernando Ureña-Mena, Ernesto Belmont-Moreno, Jim Hinton, María Catalina Espinoza Hernández, Jorge Antonio Morales Soto, Tomás Capistrán, Hazal Goksu, Gaurang Yodh, Sergio Hernández Cadena, Brian Humensky, Jorge Cotzomi, Anushka Udara Abeysekara, Michelle Hui, Elijah Willox, César Alvarez, Jose Luis García-Luna, Ignacio Taboada, José Serna-Franco, Ruben Alfaro, Karen S. Caballero Mora, Jason Lee, J. T. Linnemann, Daniel Rosa-Gonzalez, Michael Schneider, Luis Villaseñor, Felix Werner, Ahron S. Barber, Jose Andres Garcia-Gonzalez, John Matthews, Mora Durocher, Petra Hüntemeyer, Mateo Fernandez Alonso, Oscar Martinez, Wayne Robert Springer, Amid Nayerhoda, James Ryan, Binita Hona, Sara Coutiño de Leon, Alejandro Lara, Michael DuVernois, Juan de Dios Álvarez Romero, William H. Lee, Julie McEnery, Juan Carlos Díaz Vélez, Chang Dong Rho, Armelle Jardin-Blicq, J. Patrick Harding, Humberto Martínez Huerta, Edna Ruiz-Velasco

Publikováno v: Proceedings of Science

Nowadays the implementation of artificial neural networks in high-energy physics has obtained excellent results on improving signal detection. In this work we propose to use neural networks (NNs) for event discrimination in HAWC. This observatory is

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b34e9cfa80f6c464b7fc5bb1d9e45690
https://hdl.handle.net/21.11116/0000-000C-0D9C-721.11116/0000-000C-0D9E-5

Limits on Diffuse Dark Matter with HAWC

Autor: Eduardo Moreno Barbosa, Ramiro Torres Escobedo, Fernando Garfias, Thomas Weisgarber, Laura Olivera-Nieto, Nicola Omodei, Ian Herzog, Diego Garcia Aguilar, Juan de Dios Álvarez Romero, Arturo Iriarte, Segev BenZvi, Luis Villaseñor, Jorge Luis Flores, Ibrahim Torres, Hugo Alberto Ayala Solares, William H. Lee, James Ryan, Samridha Kunwar, Israel Martinez Castellanos, Wayne Robert Springer, Hannah Jhee, Julie McEnery, Chang Dong Rho, Roberto Noriega-Papaqui, Arnulfo Zepeda, Hazal Goksu, Jorge Cotzomi, Nissim Illich Fraija, Josefa Becerra Gonzalez, Ignacio Taboada, Brian Fick, Oscar Chaparro-Amaro, Mora Durocher, J. A. Goodman, Eucario Gonzalo Pérez Pérez, Lorenzo Diaz, Ernesto Belmont-Moreno, Ruben Lopez-Coto, Ruben Alfaro, Yunior Pérez Araujo, Anna Lia Longinotti, Jim Hinton, Sergio Hernández Cadena, Jason Fan, Petra Hüntemeyer, Jason Lee, Daniel Rosa-Gonzalez, Elijah Willox, Rishi Babu, Humberto Ibarguen Salazar, Kelly Malone, Mateo Fernandez Alonso, Mehr Nisa, Ian James Watson, Gerd J. Kunde, Maria Magdalena González, Hermes Leon Vargas, David Kieda, Eduardo de la Fuente, Michael Schneider, Filiberto Hueyotl-Zahuantitla, Amid Nayerhoda, Vincent Marandon, Alberto Carramiñana, John Matthews, Lukas Nellen, Jose Luis García-Luna, Miguel Mostafa, Karen S. Caballero Mora, Felix Werner, Hao Zhou, Cederik León de León, Robert Ellsworth, Raquel Diaz Hernandez, Vardan Baghmanyan, Guillermo García-Torales, Arun Babu Kollamparambil, Binita Hona, Umberto Cotti, Sabrina Casanova, Oscar Martinez, Brian Humensky, Francisco Salesa Greus, Ke Fang, María Catalina Espinoza Hernández, Jorge Antonio Morales Soto, Tomás Capistrán, Joshua Wood, Pooja Surajbali, Andrés Sandoval, Gus Sinnis, Alison Peisker, Anushka Udara Abeysekara, Andrew James Smith, Fernando Ureña-Mena, Gaurang Yodh, Henrike Fleischhack, Kristi Engel, Andrea Albert, Jose Andres Garcia-Gonzalez, Juan Carlos Arteaga Velazquez, Ahron S. Barber, Meghan Tanner, Colas Rivière, Jesús Martínez-Castro, Juan Carlos Díaz Vélez, Armelle Jardin-Blicq, Rhiannon Turner, Chad Brisbois, José Roberto Angeles Camacho, César Alvarez, Sara Coutiño de Leon, Vikas Joshi, Alejandro Lara, Gilgamesh Luis-Raya, Michael DuVernois, Kirsten Tollefson, Harm Schoorlemmer, David Berley, Michael Newbold, Hawc, Pedro Miranda-Romagnoli, Xiaojie Wang, Joe Lundeen, Michelle Hui, J. Patrick Harding, Humberto Martínez Huerta, Edna Ruiz-Velasco, Dirk Lennarz, Gwenael Giacinti, José Serna-Franco, J. T. Linnemann, Brenda Dingus, Daniel Omar Avila Rojas, Dezhi Huang

Publikováno v: Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bb8332faeb15b7eda1016c48e4604c13
https://doi.org/10.22323/1.395.0529

CONSTRAINTS ON THE VERY HIGH ENERGY GAMMA-RAY EMISSION WITH HAWC

Autor: Yunior Frainen Pérez, Maria Magdalena González, Nissim Illich Fraija, Anushka Udara Abeysekara, Andrea Albert, Ruben Alfaro, César Alvarez, Juan de Dios Álvarez Romero, José Roberto Angeles Camacho, Juan Carlos Arteaga Velazquez, Arun Babu Kollamparambil, Daniel Omar Avila Rojas, Hugo Alberto Ayala Solares, Rishi Babu, Vardan Baghmanyan, Ahron S. Barber, Josefa Becerra González, Ernesto Belmont-Moreno, Segev BenZvi, David Berley, Chad Brisbois, Karen S. Caballero Mora, Tomás Capistrán Rojas, Alberto Carramiñana, Sabrina Casanova, Oscar Chaparro-Amaro, Umberto Cotti, Jorge Cotzomi, Sara Coutiño de León, Eduardo de la Fuente, Cederik León de León, Lorenzo Diaz, Raquel Diaz Hernandez, Juan Carlos Díaz Vélez, Brenda Dingus, Mora Durocher, Michael DuVernois, Robert Ellsworth, Kristi Engel, María Catalina Espinoza Hernández, Jason Fan, Ke Fang, Mateo Fernandez Alonso, Brian Fick, Henrike Fleischhack, Jorge Luis Flores, Diego Garcia Aguilar, Jose Andres Garcia-Gonzalez, Jose Luis García-Luna, Guillermo García-Torales, Fernando Garfias, Gwenael Giacinti, Hazal Goksu, Jordan A. Goodman, J. Patrick Harding, Sergio Hernández Cadena, Ian Herzog, Jim Hinton, Binita Hona, Dezhi Huang, Filiberto Hueyotl-Zahuantitla, Michelle Hui, Brian Humensky, Petra Hüntemeyer, Arturo Iriarte, Armelle Jardin-Blicq, Hannah Jhee, Vikas Joshi, David Kieda, Gerd J. Kunde, Samridha Kunwar, Alejandro Lara, Jason LEE, William H. Lee, Dirk Lennarz, Hermes Leon Vargas, Jim Linnemann, Anna Lia Longinotti, Rubén López-Coto, Gilgamesh Luis-Raya, Joe Lundeen, Kelly Malone, Vincent Marandon, Oscar M Martinez, Israel Martinez Castellanos, Humberto Martínez Huerta, Jesús Martínez-Castro, John Matthews, Julie McEnery, Pedro Miranda-Romagnoli, Jorge Antonio Morales Soto, Eduardo Moreno Barbosa, Miguel Mostafa, Amid Nayerhoda, Lukas Nellen, Michael Newbold, Mehr Un Nisa, Roberto Noriega-Papaqui, Laura Olivera-Nieto, Nicola Omodei, Alison Peisker, Eucario Gonzalo Pérez Pérez, Chang Dong Rho, Colas Rivière, Daniel Rosa-Gonzalez, Edna Ruiz-Velasco, James Ryan, Humberto Ibarguen Salazar, Francisco Salesa Greus, Andrés Sandoval, Michael Schneider, Harm Schoorlemmer, José Serna-Franco, Gus Sinnis, Andrew James Smith, Wayne Robert Springer, Pooja Surajbali, Ignacio Taboada, Meghan Tanner, Kirsten Tollefson, Ibrahim Torres, Ramiro Torres Escobedo, Rhiannon M. Turner, Fernando Josue Urena Mena, Luis Villaseñor, Xiaojie Wang, Ian James Watson, Thomas Weisgarber, Felix Werner, Elijah Job Willox, Joshua Wood, Gaurang Yodh, Arnulfo Zepeda, Hao Zhou

Publikováno v: Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021).

Gamma-ray bursts (GRBs) are among the most luminous sources in the universe. The nature of their emission at TeV energies is one of the most relevant open issues related to these events. The temporal and spectral features inferred from the early and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ffb0fc14d24798c5f64932987914f8f
https://doi.org/10.22323/1.395.0921

Convolutional Neural Networks for Low Energy Gamma-Ray Air Shower Identification with HAWC

Autor: Gwenael Giacinti, Dezhi Huang, José Serna-Franco, J. T. Linnemann, Vikas Joshi, Hawc, Brenda Dingus, Karen S. Caballero Mora, Rishi Babu, Gerd J. Kunde, Kelly Malone, Daniel Omar Avila Rojas, Juan de Dios Álvarez Romero, Dirk Lennarz, Vincent Marandon, Alberto Carramiñana, Eduardo Moreno Barbosa, William H. Lee, Raquel Diaz Hernandez, Vardan Baghmanyan, Joe Lundeen, Michael Schneider, Julie McEnery, Felix Werner, Ramiro Torres Escobedo, Jesús Martínez-Castro, Chang Dong Rho, Gilgamesh Luis-Raya, Kirsten Tollefson, Harm Schoorlemmer, Brian Humensky, Ke Fang, David Kieda, Hugo Alberto Ayala Solares, Roberto Noriega-Papaqui, Nicola Omodei, Arturo Iriarte, Segev BenZvi, Humberto Ibarguen Salazar, Ahron S. Barber, Arnulfo Zepeda, Josefa Becerra Gonzalez, David Berley, Brian Fick, Mehr Nisa, Diego Garcia Aguilar, Ian James Watson, J. A. Goodman, Robert Ellsworth, Lorenzo Diaz, Xiaojie Wang, Oscar Chaparro-Amaro, Ernesto Belmont-Moreno, Andrea Albert, Alison Peisker, Andrew James Smith, Hannah Jhee, Umberto Cotti, Binita Hona, Jim Hinton, Sergio Hernández Cadena, John Matthews, Sabrina Casanova, Miguel Mostafa, Pedro Miranda-Romagnoli, Laura Olivera-Nieto, Edna Ruiz-Velasco, Fernando Garfias, Juan Carlos Arteaga Velazquez, Jorge Luis Flores, Ibrahim Torres, Cederik León de León, Henrike Fleischhack, Meghan Tanner, Thomas Weisgarber, Jose Andres Garcia-Gonzalez, Oscar Martinez, César Alvarez, Jorge Cotzomi, Hermes Leon Vargas, Elijah Willox, Colas Rivière, Nissim Illich Fraija, Alejandro Lara, Luis Villaseñor, Ruben Lopez-Coto, Michael Newbold, Hazal Goksu, James Ryan, Yunior Pérez Araujo, Anna Lia Longinotti, Eucario Gonzalo Pérez Pérez, Michael DuVernois, Francisco Salesa Greus, Joshua Wood, Jose Luis García-Luna, Jason Fan, Rhiannon Turner, Chad Brisbois, Lukas Nellen, Sara Coutiño de Leon, Guillermo García-Torales, Arun Babu Kollamparambil, Kristi Engel, Pooja Surajbali, Andrés Sandoval, Hao Zhou, Gus Sinnis, Michelle Hui, Fernando Ureña-Mena, Gaurang Yodh, José Roberto Angeles Camacho, Samridha Kunwar, Mora Durocher, Petra Hüntemeyer, Israel Martinez Castellanos, Maria Magdalena González, Ignacio Taboada, Mateo Fernandez Alonso, Ruben Alfaro, Jason Lee, Daniel Rosa-Gonzalez, Eduardo de la Fuente, Filiberto Hueyotl-Zahuantitla, Juan Carlos Díaz Vélez, J. Patrick Harding, Armelle Jardin-Blicq, Ian Herzog, Humberto Martínez Huerta, Wayne Robert Springer, Ian Watson, María Catalina Espinoza Hernández, Jorge Antonio Morales Soto, Tomás Capistrán, Anushka Udara Abeysekara, Amid Nayerhoda

Publikováno v: Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ee9f34c9c76ce91b8eb3cc2597a5916b
https://doi.org/10.22323/1.395.0770

Studying High-Mass Microquasars with HAWC

Autor: Eduardo Moreno Barbosa, Fernando Garfias, Thomas Weisgarber, Juan Carlos Díaz Vélez, Mora Durocher, Petra Hüntemeyer, Mateo Fernandez Alonso, Se Yeon Hwang, Brian Humensky, Armelle Jardin-Blicq, Hazal Goksu, Jesús Martínez-Castro, Dirk Lennarz, Francisco Salesa Greus, Andrea Albert, Joshua Wood, Jose Andres Garcia-Gonzalez, Juan Carlos Arteaga Velazquez, Meghan Tanner, Colas Rivière, Pooja Surajbali, Andrés Sandoval, Gus Sinnis, Fernando Ureña-Mena, Gaurang Yodh, J. Patrick Harding, Rhiannon Turner, Maria Magdalena González, Arnulfo Zepeda, Brian Fick, Sara Coutiño de Leon, Brenda Dingus, Daniel Omar Avila Rojas, Humberto Martínez Huerta, Chad Brisbois, Lorenzo Diaz, José Roberto Angeles Camacho, Kristi Engel, Karen S. Caballero Mora, Hannah Jhee, Gwenael Giacinti, Vikas Joshi, Eduardo de la Fuente, Edna Ruiz-Velasco, Eucario Gonzalo Pérez Pérez, Filiberto Hueyotl-Zahuantitla, Michael Schneider, Felix Werner, José Serna-Franco, Hugo Alberto Ayala Solares, Ke Fang, Wayne Robert Springer, Roberto Noriega-Papaqui, Nissim Illich Fraija, Gilgamesh Luis-Raya, Samridha Kunwar, Guillermo García-Torales, Arun Babu Kollamparambil, Diego Garcia Aguilar, Israel Martinez Castellanos, J. T. Linnemann, Kirsten Tollefson, Youngwan Son, Ignacio Taboada, Ruben Alfaro, Luis Villaseñor, Jorge Luis Flores, Ibrahim Torres, Alejandro Lara, Jorge Cotzomi, Ian Herzog, Amid Nayerhoda, Oscar Chaparro-Amaro, Jason Lee, Laura Olivera-Nieto, Michael Newbold, Ahron S. Barber, Daniel Rosa-Gonzalez, Jose Luis García-Luna, Michael DuVernois, Jason Fan, Hermes Leon Vargas, Robert Ellsworth, Michelle Hui, Umberto Cotti, Harm Schoorlemmer, Sabrina Casanova, Alison Peisker, Andrew James Smith, Rishi Babu, Kelly Malone, John Matthews, Henrike Fleischhack, David Berley, Xiaojie Wang, Oscar Martinez, Ruben Lopez-Coto, Vincent Marandon, Alberto Carramiñana, David Kieda, Yunior Pérez Araujo, Anna Lia Longinotti, Raquel Diaz Hernandez, Vardan Baghmanyan, Juan de Dios Álvarez Romero, William H. Lee, Julie McEnery, Chang Dong Rho, Humberto Ibarguen Salazar, Mehr Nisa, Ian James Watson, Dezhi Huang, Ernesto Belmont-Moreno, Jim Hinton, Sergio Hernández Cadena, Elijah Willox, Josefa Becerra Gonzalez, J. A. Goodman, James Ryan, Pedro Miranda-Romagnoli, Binita Hona, Lukas Nellen, Hao Zhou, Ramiro Torres Escobedo, Nicola Omodei, Arturo Iriarte, César Alvarez, María Catalina Espinoza Hernández, Jorge Antonio Morales Soto, Tomás Capistrán, Hawc, Anushka Udara Abeysekara, Joe Lundeen, Miguel Mostafa, Cederik León de León, Segev BenZvi, Gerd J. Kunde

Publikováno v: Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9f0d1495b3b765150486e0bd47b44e0b
https://doi.org/10.22323/1.395.0813