Search Results - "Lieret, Kilian"

An Object Condensation Pipeline for Charged Particle Tracking at the High Luminosity LHC by Lieret, Kilian, DeZoort, Gage

“…Recent work has demonstrated that graph neural networks (GNNs) trained for charged particle tracking can match the performance of traditional algorithms while…”
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Train to Sustain by Malik, Sudhir, Lieret, Kilian, Elmer, Peter, Hernandez Villanueva, Michel, Roiser, Stefan

“…The HSF/IRIS-HEP Software Training group provides software training skills to new researchers in High Energy Physics (HEP) and related communities. These…”
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Erratum to: Clustering of B¯→D∗τ−v¯τ kinematic distributions with ClusterKinG by Aebischer, Jason, Kuhr, Thomas, Lieret, Kilian

“…However, this changes the interpretation of our results but slightly, because the exact probability distribution of the metric is only important for the choice…”
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Clustering of B¯→D∗τ−ν¯τ kinematic distributions with ClusterKinG by Aebischer, Jason, Kuhr, Thomas, Lieret, Kilian

“…A bstract New Physics can manifest itself in kinematic distributions of particle decays. The parameter space defining the shape of such distributions can be…”
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Selective background Monte Carlo simulation at Belle II by Kahn, James, Dorigatti, Emilio, Lieret, Kilian, Lindner, Andreas, Kuhr, Thomas

“…The large volume of data expected to be produced by the Belle II experiment presents the opportunity for studies of rare, previously inaccessible processes…”
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Erratum to: Clustering of $$ \overline{B}\to {D}^{\left(\ast \right)}{\tau}^{-}{\overline{v}}_{\tau } $$ kinematic distributions with ClusterKinG by Aebischer, Jason, Kuhr, Thomas, Lieret, Kilian

“…However, this changes the interpretation of our results but slightly, because the exact probability distribution of the metric is only important for the choice…”
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Clustering of $$ \overline{B}\to {D}^{\left(\ast \right)}{\tau}^{-}{\overline{\nu}}_{\tau } $$ kinematic distributions with ClusterKinG by Aebischer, Jason, Kuhr, Thomas, Lieret, Kilian

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Erratum to: Clustering of B ¯ → D ∗ τ − v ¯ τ $$ \overline{B}\to {D}^{\left(\ast \right)}{\tau}^{-}{\overline{v}}_{\tau } $$ kinematic distributions with ClusterKinG by Jason Aebischer, Thomas Kuhr, Kilian Lieret

“…However, this changes the interpretation of our results but slightly, because the exact probability distribution of the metric is only important for the choice…”
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Software Sustainability & High Energy Physics by Katz, Daniel S, Malik, Sudhir, Neubauer, Mark S, Stewart, Graeme A, Assamagan, Kétévi A, Becker, Erin A, Hong, Neil P. Chue, Cosden, Ian A, Meehan, Samuel, Moyse, Edward J. W, Price-Whelan, Adrian M, Sexton-Kennedy, Elizabeth, Evans, Meirin Oan, Feickert, Matthew, Lange, Clemens, Lieret, Kilian, Quick, Rob, Pineda, Arturo Sánchez, Tunnell, Christopher

“…New facilities of the 2020s, such as the High Luminosity Large Hadron Collider (HL-LHC), will be relevant through at least the 2030s. This means that their…”
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Software Training in HEP by Malik, Sudhir, Meehan, Samuel, Lieret, Kilian, Evans, Meirin Oan, Villanueva, Michel H, Katz, Daniel S, Stewart, Graeme A, Elmer, Peter, Aziz, Sizar, Bellis, Matthew, Bianchi, Riccardo Maria, Bianco, Gianluca, Bonilla, Johan Sebastian, Burger, Angela, Burzynski, Jackson, Chamont, David, Feickert, Matthew, Gadow, Philipp, Gruber, Bernhard Manfred, Guest, Daniel, Hageboeck, Stephan, Heinrich, Lukas, Horzela, Maximilian M, Huwiler, Marc, Lange, Clemens, Lehmann, Konstantin, Li, Ke, Majumder, Devdatta, Mamužić, Judita, Nelson, Kevin, Newhouse, Robin, Nibigira, Emery, Norberg, Scarlet, Pineda, Arturo Sánchez, Proffitt, Mason, Regnery, Brendan, Roepe, Amber, Roiser, Stefan, Schreiner, Henry, Shadura, Oksana, Stark, Giordon, Swatman, Stephen Nicholas, Thais, Savannah, Valassi, Andrea, Wunsch, Stefan, Yakobovitch, David, Yuan, Siqi

“…Long term sustainability of the high energy physics (HEP) research software ecosystem is essential for the field. With upgrades and new facilities coming…”
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Clustering of B ¯ → D ∗ τ − ν ¯ τ $$ \overline{B}\to {D}^{\left(\ast \right)}{\tau}^{-}{\overline{\nu}}_{\tau } $$ kinematic distributions with ClusterKinG by Jason Aebischer, Thomas Kuhr, Kilian Lieret

“…Abstract New Physics can manifest itself in kinematic distributions of particle decays. The parameter space defining the shape of such distributions can be…”
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An Object Condensation Pipeline for Charged Particle Tracking at the High Luminosity LHC by Lieret, Kilian, DeZoort, Gage

“…Recent work has demonstrated that graph neural networks (GNNs) trained for charged particle tracking can match the performance of traditional algorithms while…”
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Software Training in HEP by Malik, Sudhir, Meehan, Samuel, Lieret, Kilian, Oan Evans, Meirin, Villanueva, Michel H., Katz, Daniel S., Stewart, Graeme A., Elmer, Peter, Aziz, Sizar, Bellis, Matthew, Bianchi, Riccardo Maria, Bianco, Gianluca, Bonilla, Johan Sebastian, Burger, Angela, Burzynski, Jackson, Chamont, David, Feickert, Matthew, Gadow, Philipp, Gruber, Bernhard Manfred, Guest, Daniel, Hageboeck, Stephan, Heinrich, Lukas, Horzela, Maximilian M., Huwiler, Marc, Lange, Clemens, Lehmann, Konstantin, Li, Ke, Majumder, Devdatta, Mamužić, Judita, Nelson, Kevin, Newhouse, Robin, Nibigira, Emery, Norberg, Scarlet, Pineda, Arturo Sánchez, Proffitt, Mason, Regnery, Brendan, Roepe, Amber, Roiser, Stefan, Schreiner, Henry, Shadura, Oksana, Stark, Giordon, Swatman, Stephen Nicholas, Thais, Savannah, Valassi, Andrea, Wunsch, Stefan, Yakobovitch, David, Yuan, Siqi

“…The long-term sustainability of the high-energy physics (HEP) research software ecosystem is essential to the field. With new facilities and upgrades coming…”
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SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering by Yang, John, Jimenez, Carlos E, Wettig, Alexander, Lieret, Kilian, Yao, Shunyu, Narasimhan, Karthik, Press, Ofir

“…Language model (LM) agents are increasingly being used to automate complicated tasks in digital environments. Just as humans benefit from powerful software…”
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High Pileup Particle Tracking with Object Condensation by Lieret, Kilian, DeZoort, Gage, Chatterjee, Devdoot, Park, Jian, Miao, Siqi, Li, Pan

“…Recent work has demonstrated that graph neural networks (GNNs) can match the performance of traditional algorithms for charged particle tracking while…”
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Clustering of $\bar B\to D^{()}\tau^-\bar\nu_\tau$ kinematic distributions with ClusterKinG by Aebischer, Jason, Kuhr, Thomas, Lieret, Kilian

“…JHEP 04 (2020) 007 New Physics can manifest itself in kinematic distributions of particle decays. The parameter space defining the shape of such distributions…”
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SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? by Yang, John, Jimenez, Carlos E, Zhang, Alex L, Lieret, Kilian, Yang, Joyce, Wu, Xindi, Press, Ori, Muennighoff, Niklas, Synnaeve, Gabriel, Narasimhan, Karthik R, Yang, Diyi, Wang, Sida I, Press, Ofir

“…Autonomous systems for software engineering are now capable of fixing bugs and developing features. These systems are commonly evaluated on SWE-bench (Jimenez…”
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EnIGMA: Enhanced Interactive Generative Model Agent for CTF Challenges by Abramovich, Talor, Udeshi, Meet, Shao, Minghao, Lieret, Kilian, Xi, Haoran, Milner, Kimberly, Jancheska, Sofija, Yang, John, Jimenez, Carlos E, Khorrami, Farshad, Krishnamurthy, Prashanth, Dolan-Gavitt, Brendan, Shafique, Muhammad, Narasimhan, Karthik, Karri, Ramesh, Press, Ofir

“…Although language model (LM) agents are demonstrating growing potential in many domains, their success in cybersecurity has been limited due to simplistic…”
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SciCode: A Research Coding Benchmark Curated by Scientists by Tian, Minyang, Gao, Luyu, Zhang, Shizhuo Dylan, Chen, Xinan, Fan, Cunwei, Guo, Xuefei, Haas, Roland, Ji, Pan, Krongchon, Kittithat, Li, Yao, Liu, Shengyan, Luo, Di, Ma, Yutao, Tong, Hao, Trinh, Kha, Tian, Chenyu, Wang, Zihan, Wu, Bohao, Xiong, Yanyu, Yin, Shengzhu, Zhu, Minhui, Lieret, Kilian, Lu, Yanxin, Liu, Genglin, Du, Yufeng, Tao, Tianhua, Press, Ofir, Callan, Jamie, Huerta, Eliu, Peng, Hao

“…Since language models (LMs) now outperform average humans on many challenging tasks, it has become increasingly difficult to develop challenging, high-quality,…”
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Second Analysis Ecosystem Workshop Report by Aly, Mohamed, Burzynski, Jackson, Cardwell, Bryan, Craik, Daniel C, van Daalen, Tal, Dado, Tomas, Das, Ayanabha, Peris, Antonio Delgado, Doglioni, Caterina, Elmer, Peter, Eren, Engin, Eriksen, Martin B, Eschle, Jonas, Eulisse, Giulio, Fitzpatrick, Conor, Molina, José Flix, Forti, Alessandra, Galewsky, Ben, Gasiorowski, Sean, Goel, Aman, Gouskos, Loukas, Guiraud, Enrico, Gupta, Kanhaiya, Hageboeck, Stephan, Hall, Allison Reinsvold, Heinrich, Lukas, Held, Alexander, Hernández, José M, Villanueva, Michel Hernández, Hrivnac, Julius, Jouvin, Michel, Khoo, Teng Jian, Kreczko, Luke, Krumnack, Nils, Kuhr, Thomas, Kundu, Baidyanath, Lancon, Eric, Lange, Johannes, Laycock, Paul, Lieret, Kilian, Manganelli, Nicholas J, Villa, Pere Mato, Novak, Andrzej, Yzquierdo, Antonio Perez-Calero, Pivarski, Jim, Proffitt, Mason, Rembser, Jonas, Rodrigues, Eduardo, Rybkin, Grigori, Schaarschmidt, Jana, Schreiner, Henry F, Schulz, Markus, Sciabà, Andrea, Sekmen, Sezen, Sexton-Kennedy, Elizabeth, Shadura, Oksana, Simko, Tibor, Simpson, Nathan, Singh, Jaydip, Skidmore, Nicola, Smith, Nicholas, Sokoloff, Michael, Stewart, Graeme A, Strong, Giles C, Unel, Gokhan, Vassilev, Vassil, Waterlaat, Mark, Watts, Gordon, Yazgan, Efe

“…The second workshop on the HEP Analysis Ecosystem took place 23-25 May 2022 at IJCLab in Orsay, to look at progress and continuing challenges in scaling up HEP…”
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