Measurements of top quark properties in top pair production and decay at the LHC using the CMS detector

por Jindariani, Sergo
Publicado 2014

Physics at the HL-LHC and beyond

por Jindariani, Sergo
Publicado 2021

Experiments at muon colliders

por Jindariani, Sergo
Publicado 2022

Performance Study of the First 2-D Prototype of Vertically Integrated Pattern Recognition Associative Memory

por Deptuch, Gregory, Hoff, James, Jindariani, Sergo, Liu, Tiehui, Olsen, Jamieson, Tran, Nhan, Joshi, Siddhartha, Li, Dawei, Ogrenci-Memik, Seda
Publicado 2017

Fast inference of deep neural networks in FPGAs for particle physics

por Duarte, Javier, Han, Song, Harris, Philip, Jindariani, Sergo, Kreinar, Edward, Kreis, Benjamin, Ngadiuba, Jennifer, Pierini, Maurizio, Rivera, Ryan, Tran, Nhan, Wu, Zhenbin
Publicado 2018

Fast inference of Boosted Decision Trees in FPGAs for particle physics

por Summers, Sioni, Guglielmo, Giuseppe Di, Duarte, Javier, Harris, Philip, Hoang, Duc, Jindariani, Sergo, Kreinar, Edward, Loncar, Vladimir, Ngadiuba, Jennifer, Pierini, Maurizio, Rankin, Dylan, Tran, Nhan, Wu, Zhenbin
Publicado 2020

hls4ml: deploying deep learning on FPGAs for L1 trigger and Data Acquisition

por Duarte, Javier, Jindariani, Sergo, Kreis, Ben, Rivera, Rivera, Tran, Nhan, Ngadiuba, Jennifer, Pierini, Maurizio, Summers, Sioni, Loncar, Vladimir, Kreinar, Edward, Harris Phil, Han, Song, Rankin, Dylan, Wu, Zhenbin, di Guglielmo, Guiseppe
Publicado 2019

4-Dimensional Trackers

por Berry, Doug, Cairo, Valentina, Dragone, Angelo, Centis-Vignali, Matteo, Giacomini, Gabriele, Heller, Ryan, Jindariani, Sergo, Lai, Adriano, Linssen, Lucie, Lipton, Ron, Madrid, Chris, Markovic, Bojan, Mazza, Simone, Ott, Jennifer, Schwartzman, Ariel, Weber, Hannsjörg, Ye, Zhenyu
Publicado 2022

Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

por Loncar, Vladimir, Ngadiuba, Jennifer, Duarte, Javier, Harris, Philip, Hoang, Duc, Loncar, Vladimir, Pedro, Kevin, Pierini, Maurizio, Rankin, Dylan, Sagear, Sheila, Summers, Sioni, Tran, Nhan, Jindariani, Sergo, Wu, Zhenbin, Liu, Mia, Hoang, Duc, Di Guglielmo, Giuseppe, Kreinar, Edward
Publicado 2021

A High-performance Track Fitter for Use in Ultra-fast Electronics

por Clement, Emyr John, De Mattia, Marco, Dutta, Suchandra, Eusebi, Ricardo, Fu, Yu, Hahn, Kristan Allan, Hu, Zhen, Jindariani, Sergo, Konigsberg, Jacobo, Liu, Tiehui Ted, Patel, Rishi Gautam, Rathjens, Denis, Ristori, Luciano, Skinnari, Louise, Trovato, Marco, Ulmer, Keith Arthur, Viret, Sebastien
Publicado 2018

Fast convolutional neural networks on FPGAs with hls4ml

por Aarrestad, Thea, Loncar, Vladimir, Ghielmetti, Nicolò, Pierini, Maurizio, Summers, Sioni, Ngadiuba, Jennifer, Petersson, Christoffer, Linander, Hampus, Iiyama, Yutaro, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Pedro, Kevin, Tran, Nhan, Liu, Mia, Kreinar, Edward, Wu, Zhenbin, Hoang, Duc
Publicado 2021

Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs

por Heintz, Aneesh, Razavimaleki, Vesal, Duarte, Javier, DeZoort, Gage, Ojalvo, Isobel, Thais, Savannah, Atkinson, Markus, Neubauer, Mark, Gray, Lindsey, Jindariani, Sergo, Tran, Nhan, Harris, Philip, Rankin, Dylan, Aarrestad, Thea, Loncar, Vladimir, Pierini, Maurizio, Summers, Sioni, Ngadiuba, Jennifer, Liu, Mia, Kreinar, Edward, Wu, Zhenbin
Publicado 2020

FPGA-accelerated machine learning inference as a service for particle physics computing

por Duarte, Javier, Harris, Philip, Hauck, Scott, Holzman, Burt, Hsu, Shih-Chieh, Jindariani, Sergo, Khan, Suffian, Kreis, Benjamin, Lee, Brian, Liu, Mia, Lončar, Vladimir, Ngadiuba, Jennifer, Pedro, Kevin, Perez, Brandon, Pierini, Maurizio, Rankin, Dylan, Tran, Nhan, Trahms, Matthew, Tsaris, Aristeidis, Versteeg, Colin, Way, Ted W., Werran, Dustin, Wu, Zhenbin
Publicado 2019

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

por Iiyama, Yutaro, Cerminara, Gianluca, Gupta, Abhijay, Kieseler, Jan, Loncar, Vladimir, Pierini, Maurizio, Qasim, Shah Rukh, Rieger, Marcel, Summers, Sioni, Van Onsem, Gerrit, Wozniak, Kinga Anna, Ngadiuba, Jennifer, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Liu, Mia, Pedro, Kevin, Tran, Nhan, Kreinar, Edward, Wu, Zhenbin
Publicado 2020

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

por Iiyama, Yutaro, Cerminara, Gianluca, Gupta, Abhijay, Kieseler, Jan, Loncar, Vladimir, Pierini, Maurizio, Qasim, Shah Rukh, Rieger, Marcel, Summers, Sioni, Van Onsem, Gerrit, Wozniak, Kinga Anna, Ngadiuba, Jennifer, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Liu, Mia, Pedro, Kevin, Tran, Nhan, Kreinar, Edward, Wu, Zhenbin
Publicado 2021

A Full Mesh ATCA-based General Purpose Data Processing Board (Pulsar II)

por Ajuha, S, Cascadan, Andre, Costa de Paiva, Thiago, Das, Souvik, Eusebi, Ricardo, Finotti Ferreira, Vitor, Hahn, Kristian, Hu, Zhen, Jindariani, Sergo, Konigsberg, Jacobo, Liu, Tiehui Ted, Low, Jia Fu, Okumura, Yasuyuki, Olsen, Jamieson, Arruda Ramalho, Lucas, Rossin, Roberto, Ristori, Luciano, Akira Shinoda, Ailton, Tran, Nhan, Trovato, Marco, Ulmer, Keith, Vaz, Mario, Wen, Xianshan, Wu, Jin-Yuan, Xu, Zijun, Yin, Han, Zorzetti, Silvia
Publicado 2017

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices

por Fahim, Farah, Hawks, Benjamin, Herwig, Christian, Hirschauer, James, Jindariani, Sergo, Tran, Nhan, Carloni, Luca P., Di Guglielmo, Giuseppe, Harris, Philip, Krupa, Jeffrey, Rankin, Dylan, Valentin, Manuel Blanco, Hester, Josiah, Luo, Yingyi, Mamish, John, Orgrenci-Memik, Seda, Aarrestad, Thea, Javed, Hamza, Loncar, Vladimir, Pierini, Maurizio, Pol, Adrian Alan, Summers, Sioni, Duarte, Javier, Hauck, Scott, Hsu, Shih-Chieh, Ngadiuba, Jennifer, Liu, Mia, Hoang, Duc, Kreinar, Edward, Wu, Zhenbin
Publicado 2021

Charged Particle Tracking in Real Time using Full-Mesh Data Delivery Architecture and Associative Memory Techniques

por Ajuha, Sudha, Shinoda, Ailton Akira, Ramalho, Lucas Arruda, Baulieu, Guillaume, Boudoul, Gaelle, Casarsa, Massimo, Cascadan, Andre, Clement, Emyr, de Paiva, Thiago Costa, Das, Souvik, Dutta, Suchandra, Eusebi, Ricardo, Fedi, Giacomo, Ferreira, Vitor Finotti, Hahn, Kristian, Hu, Zhen, Jindariani, Sergo, Konigsberg, Jacobo, Liu, Tiehui, Low, Jia Fu, MacDonald, Emily, Olsen, Jamieson, Palla, Fabrizio, Pozzobon, Nicola, Rathjens, Denis, Ristori, Luciano, Rossin, Roberto, Sung, Kevin, Tran, Nhan, Trovato, Marco, Ulmer, Keith, Vaz, Mario, Viret, Sebastien, Wu, Jin-Yuan, Xu, Zijun, Zorzetti, Silvia
Publicado 2021

Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider

por Alimena, Juliette, Beacham, James, Blekman, Freya, Vidal, Adrián Casais, Vidal, Xabier Cid, Citron, Matthew, Curtin, David, De Roeck, Albert, Desai, Nishita, Di Petrillo, Karri Folan, Gershtein, Yuri, Henry, Louis, Holmes, Tova, Jashal, Brij, Ilten, Philip James, Mehlhase, Sascha, Berlingen, Javier Montejo, Oyanguren, Arantza, Punzi, Giovanni, Rangel, Murilo Santana, Redi, Federico Leo, Sestini, Lorenzo, Torro, Emma, Sierra, Carlos Vázquez, van Veghel, Maarten, Williams, Mike, Zurita, José, Acosta, Darin, Agapopoulou, Christina, Alderweireldt, Sara, Apresyan, Artur, Bailly-Reyre, Aurélien, Benito, Carla Marín, Bertolin, Alessandro, Calefice, Lukas, Pérez, Daniel Hugo Cámpora, Coccaro, Andrea, Dildick, Sven, Doglioni, Caterina, Farrington, Sinead, Gargan, Jack, Giagu, Stefano, Gilmore, Jason, Gligorov, Vladimir, Gonella, Giulia, Hamity, Guillermo, Hennequin, Arthur, Huang, Tao, Jindariani, Sergo, Johnson, Daniel, Karapostoli, Georgia, Kilgallon, Aaron, Kopp, Gillian, Kwok, Martin, Long, Owen, Low, Jia Fu, Lowette, Steven, Luo, Jingyu, Menendez, Nik, Mombächer, Titus, Padley, Paul, Parrish, Victoria, Peña, Cristián, Pica, Lorenzo, Rekovic, Vladimir, Rosenzweig, Suzanne, Safonov, Alexei, Salfeld-Nebgen, Jakob, Spiropúlu, María, Tuci, Giulia, Tully, Chris, Usachov, Andrii, Vannerom, David, Vishwakarma, Akanksha, Wang, Christina, Xie, Si, Yiğitbaşı, Efe, Zaid, Estifa'a
Publicado 2021

Applications and Techniques for Fast Machine Learning in Science

por Deiana, Allison McCarn, Tran, Nhan, Agar, Joshua, Blott, Michaela, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Hauck, Scott, Liu, Mia, Neubauer, Mark S., Ngadiuba, Jennifer, Ogrenci-Memik, Seda, Pierini, Maurizio, Aarrestad, Thea, Bahr, Steffen, Becker, Jurgen, Berthold, Anne-Sophie, Bonventre, Richard J., Bravo, Tomas E. Muller, Diefenthaler, Markus, Dong, Zhen, Fritzsche, Nick, Gholami, Amir, Govorkova, Ekaterina, Guo, Dongning, Hazelwood, Kyle J., Herwig, Christian, Khan, Babar, Kim, Sehoon, Klijnsma, Thomas, Liu, Yaling, Lo, Kin Ho, Nguyen, Tri, Pezzullo, Gianantonio, Rasoulinezhad, Seyedramin, Rivera, Ryan A., Scholberg, Kate, Selig, Justin, Sen, Sougata, Strukov, Dmitri, Tang, William, Thais, Savannah, Unger, Kai Lukas, Vilalta, Ricardo, Krosigk, Belinavon, von Krosigk, Belina, Wang, Shen, Warburton, Thomas K., Flechas, Maria Acosta, Aportela, Anthony, Calvet, Thomas, Cristella, Leonardo, Diaz, Daniel, Doglioni, Caterina, Galati, Maria Domenica, Khoda, Elham E., Fahim, Farah, Giri, Davide, Hawks, Benjamin, Hoang, Duc, Holzman, Burt, Hsu, Shih-Chieh, Jindariani, Sergo, Johnson, Iris, Kansal, Raghav, Kastner, Ryan, Katsavounidis, Erik, Krupa, Jeffrey, Li, Pan, Madireddy, Sandeep, Marx, Ethan, McCormack, Patrick, Meza, Andres, Mitrevski, Jovan, Mohammed, Mohammed Attia, Mokhtar, Farouk, Moreno, Eric, Nagu, Srishti, Narayan, Rohin, Palladino, Noah, Que, Zhiqiang, Park, Sang Eon, Ramamoorthy, Subramanian, Rankin, Dylan, Rothman, Simon, Sharma, Ashish, Summers, Sioni, Vischia, Pietro, Vlimant, Jean-Roch, Weng, Olivia
Publicado 2021