Moscow International School of Physics 2020

Publicado 2022

QONNX: Representing Arbitrary-Precision Quantized Neural Networks

por Pappalardo, Alessandro, Umuroglu, Yaman, Blott, Michaela, Mitrevski, Jovan, Hawks, Ben, Tran, Nhan, Loncar, Vladimir, Summers, Sioni, Borras, Hendrik, Muhizi, Jules, Trahms, Matthew, Hsu, Shih-Chieh, Hauck, Scott, Duarte, Javier
Publicado 2022

Application of the Waveform Relaxation Technique to the Co-Simulation of Power Converter Controller and Electrical Circuit Models

por Maciejewski, Michał, Garcia, Idoia Cortes, Schöps, Sebastian, Auchmann, Bernhard, Bortot, Lorenzo, Prioli, Marco, Verweij, Arjan P.
Publicado 2017

Image-based model parameter optimisation using Model-Assisted Generative Adversarial Networks

por Alonso-Monsalve, Saúl, Whitehead, Leigh H.
Publicado 2018

On solving the Thomas Bargman-Michel-Telegdi equation using the Bogoliubov Krylov method of averages and the calculation of the Berry phases

por Tahar, Malek Haj, Carli, Christian
Publicado 2019

On the Stability of Mixed Finite-Element Formulations for High-Temperature Superconductors

por Dular, Julien, Harutyunyan, Mane, Bortot, Lorenzo, Schöps, Sebastian, Vanderheyden, Benoit, Geuzaine, Christophe
Publicado 2021

Trainability barriers and opportunities in quantum generative modeling

por Rudolph, Manuel S., Lerch, Sacha, Thanasilp, Supanut, Kiss, Oriel, Vallecorsa, Sofia, Grossi, Michele, Holmes, Zoë
Publicado 2023

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

Machine Learning in High Energy Physics Community White Paper

por Albertsson, Kim, Altoe, Piero, Anderson, Dustin, Anderson, John, Andrews, Michael, Araque Espinosa, Juan Pedro, Aurisano, Adam, Basara, Laurent, Bevan, Adrian, Bhimji, Wahid, Bonacorsi, Daniele, Burkle, Bjorn, Calafiura, Paolo, Campanelli, Mario, Capps, Louis, Carminati, Federico, Carrazza, Stefano, Chen, Yi-fan, Childers, Taylor, Coadou, Yann, Coniavitis, Elias, Cranmer, Kyle, David, Claire, Davis, Douglas, De Simone, Andrea, Duarte, Javier, Erdmann, Martin, Eschle, Jonas, Farbin, Amir, Feickert, Matthew, Castro, Nuno Filipe, Fitzpatrick, Conor, Floris, Michele, Forti, Alessandra, Garra-Tico, Jordi, Gemmler, Jochen, Girone, Maria, Glaysher, Paul, Gleyzer, Sergei, Gligorov, Vladimir, Golling, Tobias, Graw, Jonas, Gray, Lindsey, Greenwood, Dick, Hacker, Thomas, Harvey, John, Hegner, Benedikt, Heinrich, Lukas, Heintz, Ulrich, Hooberman, Ben, Junggeburth, Johannes, Kagan, Michael, Kane, Meghan, Kanishchev, Konstantin, Karpiński, Przemysław, Kassabov, Zahari, Kaul, Gaurav, Kcira, Dorian, Keck, Thomas, Klimentov, Alexei, Kowalkowski, Jim, Kreczko, Luke, Kurepin, Alexander, Kutschke, Rob, Kuznetsov, Valentin, Köhler, Nicolas, Lakomov, Igor, Lannon, Kevin, Lassnig, Mario, Limosani, Antonio, Louppe, Gilles, Mangu, Aashrita, Mato, Pere, Narain, Meenakshi, Meinhard, Helge, Menasce, Dario, Moneta, Lorenzo, Moortgat, Seth, Neubauer, Mark, Newman, Harvey, Otten, Sydney, Pabst, Hans, Paganini, Michela, Paulini, Manfred, Perdue, Gabriel, Perez, Uzziel, Picazio, Attilio, Pivarski, Jim, Prosper, Harrison, Psihas, Fernanda, Radovic, Alexander, Reece, Ryan, Rinkevicius, Aurelius, Rodrigues, Eduardo, Rorie, Jamal, Rousseau, David, Sauers, Aaron, Schramm, Steven, Schwartzman, Ariel, Severini, Horst, Seyfert, Paul, Siroky, Filip, Skazytkin, Konstantin, Sokoloff, Mike, Stewart, Graeme, Stienen, Bob, Stockdale, Ian, Strong, Giles, Sun, Wei, Thais, Savannah, Tomko, Karen, Upfal, Eli, Usai, Emanuele, Ustyuzhanin, Andrey, Vala, Martin, Vasel, Justin, Vallecorsa, Sofia, Verzetti, Mauro, Vilasís-Cardona, Xavier, Vlimant, Jean-Roch, Vukotic, Ilija, Wang, Sean-Jiun, Watts, Gordon, Williams, Mike, Wu, Wenjing, Wunsch, Stefan, Yang, Kun, Zapata, Omar
Publicado 2018

The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

por Aarrestad, Thea, van Beekveld, Melissa, Bona, Marcella, Boveia, Antonio, Caron, Sascha, Davies, Joe, de Simone, Andrea, Doglioni, Caterina, Duarte, Javier, Farbin, Amir, Gupta, Honey, Hendriks, Luc, Heinrich, Lukas A., Howarth, James, Jawahar, Pratik, Jueid, Adil, Lastow, Jessica, Leinweber, Adam, Mamuzic, Judita, Merényi, Erzsébet, Morandini, Alessandro, Moskvitina, Polina, Nellist, Clara, Ngadiuba, Jennifer, Ostdiek, Bryan, Pierini, Maurizio, Ravina, Baptiste, de Austri, Roberto Ruiz, Sekmen, Sezen, Touranakou, Mary, Vaškeviciute, Marija, Vilalta, Ricardo, Vlimant, Jean-Roch, Verheyen, Rob, White, Martin, Wulff, Eric, Wallin, Erik, Wozniak, Kinga A., Zhang, Zhongyi
Publicado 2021

Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml

por Khoda, Elham E., Rankin, Dylan, de Lima, Rafael Teixeira, Harris, Philip, Hauck, Scott, Hsu, Shih-Chieh, Kagan, Michael, Loncar, Vladimir, Paikara, Chaitanya, Rao, Richa, Summers, Sioni, Vernieri, Caterina, Wang, Aaron
Publicado 2022

Optimized field/circuit coupling for the simulation of quenches in superconducting magnets

por Garcia, Idoia Cortes, Schöps, Sebastian, Maciejewski, Michał, Bortot, Lorenzo, Prioli, Marco, Auchmann, Bernhard, Verweij, Arjan
Publicado 2017

2nd African Conference of Fundamental and Applied Physics

Publicado 2022

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

Open problems on classical de Sitter solutions

por Andriot, David
Publicado 2019

MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks

por Pata, Joosep, Duarte, Javier, Vlimant, Jean-Roch, Pierini, Maurizio, Spiropulu, Maria
Publicado 2021

Deep Learning strategies for ProtoDUNE raw data denoising

por Rossi, Marco, Vallecorsa, Sofia
Publicado 2021

Towards a Computer Vision Particle Flow

por Di Bello, Francesco Armando, Ganguly, Sanmay, Gross, Eilam, Kado, Marumi, Pitt, Michael, Santi, Lorenzo, Shlomi, Jonathan
Publicado 2020