16 research outputs found
Highly-parallelized simulation of a pixelated LArTPC on a GPU
- Author
- Abed Abud A.
- Abi B.
- Acciarri R.
- Acero M.A.
- Adames M.R.
- Adamov G.
- Adamowski M.
- Adams D.
- Adinolfi M.
- Adriano C.
- Aduszkiewicz A.
- Aguilar J.
- Ahmad Z.
- Ahmed J.
- Aimard B.
- Akbar F.
- Allison K.
- Alonso Monsalve S.
- Alrashed M.
- Alt C.
- Alton A.
- Alvarez R.
- Amedo P.
- Anderson J.
- Andrade D.A.
- Andreopoulos C.
- Andreotti M.
- Andrews M.P.
- Andrianala F.
- Andringa S.
- Anfimov N.
- Anicézio Campanelli W.L.
- Ankowski A.
- Antoniassi M.
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- Publication venue
- 'IOP Publishing'
- Publication date
- 01/01/2023
- Field of study
Get PDFThe rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. Here we present the first implementation of a full microphysical simulator of a liquid argon time projection chamber (LArTPC) equipped with light readout and pixelated charge readout, developed for the DUNE Near Detector. The software is implemented with an end-to-end set of GPU-optimized algorithms. The algorithms have been written in Python and translated into CUDA kernels using Numba, a just-in-time compiler for a subset of Python and NumPy instructions. The GPU implementation achieves a speed up of four orders of magnitude compared with the equivalent CPU version. The simulation of the current induced on 10^3 pixels takes around 1 ms on the GPU, compared with approximately 10 s on the CPU. The results of the simulation are compared against data from a pixel-readout LArTPC prototype
Doping Liquid Argon with Xenon in ProtoDUNE Single-Phase: Effects on Scintillation Light
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- Publication venue
- HAL CCSD
- Publication date
- 08/02/2024
- Field of study
No full textInternational audienceDoping of liquid argon TPCs (LArTPCs) with a small concentration of xenon is a technique for light-shifting and facilitates the detection of the liquid argon scintillation light. In this paper, we present the results of the first doping test ever performed in a kiloton-scale LArTPC. From February to May 2020, we carried out this special run in the single-phase DUNE Far Detector prototype (ProtoDUNE-SP) at CERN, featuring 770 t of total liquid argon mass with 410 t of fiducial mass. The goal of the run was to measure the light and charge response of the detector to the addition of xenon, up to a concentration of 18.8 ppm. The main purpose was to test the possibility for reduction of non-uniformities in light collection, caused by deployment of photon detectors only within the anode planes. Light collection was analysed as a function of the xenon concentration, by using the pre-existing photon detection system (PDS) of ProtoDUNE-SP and an additional smaller set-up installed specifically for this run. In this paper we first summarize our current understanding of the argon-xenon energy transfer process and the impact of the presence of nitrogen in argon with and without xenon dopant. We then describe the key elements of ProtoDUNE-SP and the injection method deployed. Two dedicated photon detectors were able to collect the light produced by xenon and the total light. The ratio of these components was measured to be about 0.65 as 18.8 ppm of xenon were injected. We performed studies of the collection efficiency as a function of the distance between tracks and light detectors, demonstrating enhanced uniformity of response for the anode-mounted PDS. We also show that xenon doping can substantially recover light losses due to contamination of the liquid argon by nitrogen
Doping Liquid Argon with Xenon in ProtoDUNE Single-Phase: Effects on Scintillation Light
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- Publication venue
- HAL CCSD
- Publication date
- 08/02/2024
- Field of study
No full textInternational audienceDoping of liquid argon TPCs (LArTPCs) with a small concentration of xenon is a technique for light-shifting and facilitates the detection of the liquid argon scintillation light. In this paper, we present the results of the first doping test ever performed in a kiloton-scale LArTPC. From February to May 2020, we carried out this special run in the single-phase DUNE Far Detector prototype (ProtoDUNE-SP) at CERN, featuring 770 t of total liquid argon mass with 410 t of fiducial mass. The goal of the run was to measure the light and charge response of the detector to the addition of xenon, up to a concentration of 18.8 ppm. The main purpose was to test the possibility for reduction of non-uniformities in light collection, caused by deployment of photon detectors only within the anode planes. Light collection was analysed as a function of the xenon concentration, by using the pre-existing photon detection system (PDS) of ProtoDUNE-SP and an additional smaller set-up installed specifically for this run. In this paper we first summarize our current understanding of the argon-xenon energy transfer process and the impact of the presence of nitrogen in argon with and without xenon dopant. We then describe the key elements of ProtoDUNE-SP and the injection method deployed. Two dedicated photon detectors were able to collect the light produced by xenon and the total light. The ratio of these components was measured to be about 0.65 as 18.8 ppm of xenon were injected. We performed studies of the collection efficiency as a function of the distance between tracks and light detectors, demonstrating enhanced uniformity of response for the anode-mounted PDS. We also show that xenon doping can substantially recover light losses due to contamination of the liquid argon by nitrogen
Doping Liquid Argon with Xenon in ProtoDUNE Single-Phase: Effects on Scintillation Light
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- Publication venue
- HAL CCSD
- Publication date
- 08/02/2024
- Field of study
No full textInternational audienceDoping of liquid argon TPCs (LArTPCs) with a small concentration of xenon is a technique for light-shifting and facilitates the detection of the liquid argon scintillation light. In this paper, we present the results of the first doping test ever performed in a kiloton-scale LArTPC. From February to May 2020, we carried out this special run in the single-phase DUNE Far Detector prototype (ProtoDUNE-SP) at CERN, featuring 770 t of total liquid argon mass with 410 t of fiducial mass. The goal of the run was to measure the light and charge response of the detector to the addition of xenon, up to a concentration of 18.8 ppm. The main purpose was to test the possibility for reduction of non-uniformities in light collection, caused by deployment of photon detectors only within the anode planes. Light collection was analysed as a function of the xenon concentration, by using the pre-existing photon detection system (PDS) of ProtoDUNE-SP and an additional smaller set-up installed specifically for this run. In this paper we first summarize our current understanding of the argon-xenon energy transfer process and the impact of the presence of nitrogen in argon with and without xenon dopant. We then describe the key elements of ProtoDUNE-SP and the injection method deployed. Two dedicated photon detectors were able to collect the light produced by xenon and the total light. The ratio of these components was measured to be about 0.65 as 18.8 ppm of xenon were injected. We performed studies of the collection efficiency as a function of the distance between tracks and light detectors, demonstrating enhanced uniformity of response for the anode-mounted PDS. We also show that xenon doping can substantially recover light losses due to contamination of the liquid argon by nitrogen
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector
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- Yoon Y.S.
- Young T.
- Yu B.
- Yu H.
- Yu H.
- Yu J.
- Yu Y.
- Yuan W.
- Zaki R.
- Zalesak J.
- Zambelli L.
- Zamorano B.
- Zani A.
- Zazueta L.
- Zeller G.P.
- Zennamo J.
- Zeug K.
- Zhang C.
- Zhang S.
- Zhang Y.
- Zhao M.
- Zhivun E.
- Zimmerman E.D.
- Zucchelli S.
- Zuklin J.
- Zutshi V.
- Zwaska R.
- Publication venue
- HAL CCSD
- Publication date
- 14/11/2022
- Field of study
No full textInternational audienceMeasurements of electrons from νe interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. ProtoDUNE-SP is one of the prototypes for the DUNE far detector, built and operated at CERN as a charged particle test beam experiment. A sample of low-energy electrons produced by the decay of cosmic muons is selected with a purity of 95%. This sample is used to calibrate the low-energy electron energy scale with two techniques. An electron energy calibration based on a cosmic ray muon sample uses calibration constants derived from measured and simulated cosmic ray muon events. Another calibration technique makes use of the theoretically well-understood Michel electron energy spectrum to convert reconstructed charge to electron energy. In addition, the effects of detector response to low-energy electron energy scale and its resolution including readout electronics threshold effects are quantified. Finally, the relation between the theoretical and reconstructed low-energy electron energy spectrum is derived and the energy resolution is characterized. The low-energy electron selection presented here accounts for about 75% of the total electron deposited energy. After the addition of missing energy using a Monte Carlo simulation, the energy resolution improves from about 40% to 25% at 50 MeV. These results are used to validate the expected capabilities of the DUNE far detector to reconstruct low-energy electrons
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector
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- Publication venue
- HAL CCSD
- Publication date
- 14/11/2022
- Field of study
No full textMeasurements of electrons from νe interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. ProtoDUNE-SP is one of the prototypes for the DUNE far detector, built and operated at CERN as a charged particle test beam experiment. A sample of low-energy electrons produced by the decay of cosmic muons is selected with a purity of 95%. This sample is used to calibrate the low-energy electron energy scale with two techniques. An electron energy calibration based on a cosmic ray muon sample uses calibration constants derived from measured and simulated cosmic ray muon events. Another calibration technique makes use of the theoretically well-understood Michel electron energy spectrum to convert reconstructed charge to electron energy. In addition, the effects of detector response to low-energy electron energy scale and its resolution including readout electronics threshold effects are quantified. Finally, the relation between the theoretical and reconstructed low-energy electron energy spectrum is derived and the energy resolution is characterized. The low-energy electron selection presented here accounts for about 75% of the total electron deposited energy. After the addition of missing energy using a Monte Carlo simulation, the energy resolution improves from about 40% to 25% at 50 MeV. These results are used to validate the expected capabilities of the DUNE far detector to reconstruct low-energy electrons
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector
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- Publication venue
- HAL CCSD
- Publication date
- 14/11/2022
- Field of study
No full textInternational audienceMeasurements of electrons from νe interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. ProtoDUNE-SP is one of the prototypes for the DUNE far detector, built and operated at CERN as a charged particle test beam experiment. A sample of low-energy electrons produced by the decay of cosmic muons is selected with a purity of 95%. This sample is used to calibrate the low-energy electron energy scale with two techniques. An electron energy calibration based on a cosmic ray muon sample uses calibration constants derived from measured and simulated cosmic ray muon events. Another calibration technique makes use of the theoretically well-understood Michel electron energy spectrum to convert reconstructed charge to electron energy. In addition, the effects of detector response to low-energy electron energy scale and its resolution including readout electronics threshold effects are quantified. Finally, the relation between the theoretical and reconstructed low-energy electron energy spectrum is derived and the energy resolution is characterized. The low-energy electron selection presented here accounts for about 75% of the total electron deposited energy. After the addition of missing energy using a Monte Carlo simulation, the energy resolution improves from about 40% to 25% at 50 MeV. These results are used to validate the expected capabilities of the DUNE far detector to reconstruct low-energy electrons
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector
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- Zwaska R.
- Publication venue
- HAL CCSD
- Publication date
- 14/11/2022
- Field of study
No full textMeasurements of electrons from νe interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. ProtoDUNE-SP is one of the prototypes for the DUNE far detector, built and operated at CERN as a charged particle test beam experiment. A sample of low-energy electrons produced by the decay of cosmic muons is selected with a purity of 95%. This sample is used to calibrate the low-energy electron energy scale with two techniques. An electron energy calibration based on a cosmic ray muon sample uses calibration constants derived from measured and simulated cosmic ray muon events. Another calibration technique makes use of the theoretically well-understood Michel electron energy spectrum to convert reconstructed charge to electron energy. In addition, the effects of detector response to low-energy electron energy scale and its resolution including readout electronics threshold effects are quantified. Finally, the relation between the theoretical and reconstructed low-energy electron energy spectrum is derived and the energy resolution is characterized. The low-energy electron selection presented here accounts for about 75% of the total electron deposited energy. After the addition of missing energy using a Monte Carlo simulation, the energy resolution improves from about 40% to 25% at 50 MeV. These results are used to validate the expected capabilities of the DUNE far detector to reconstruct low-energy electrons
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector
- Author
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- Abi B.
- Acciarri R.
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- Wang Y.
- Warburton K.
- Warner D.
- Wascko M.O.
- Waters D.
- Watson A.
- Wawrowska K.
- Weatherly P.
- Weber A.
- Weber M.
- Wei H.
- Weinstein A.
- Wenman D.
- Wetstein M.
- Whilhelmi J.
- White A.
- White A.
- Whitehead L.H.
- Whittington D.
- Wilking M.J.
- Wilkinson A.
- Wilkinson C.
- Williams Z.
- Wilson F.
- Wilson R.J.
- Wisniewski W.
- Wolcott J.
- Wolfs J.
- Wongjirad T.
- Wood A.
- Wood K.
- Worcester E.
- Worcester M.
- Wospakrik M.
- Wresilo K.
- Wret C.
- Wu S.
- Wu W.
- Wu W.
- Xiao Y.
- Xiotidis I.
- Yaeggy B.
- Yandel E.
- Yang G.
- Yang K.
- Yang T.
- Yankelevich A.
- Yershov N.
- Yonehara K.
- Yoon Y.S.
- Young T.
- Yu B.
- Yu H.
- Yu H.
- Yu J.
- Yu Y.
- Yuan W.
- Zaki R.
- Zalesak J.
- Zambelli L.
- Zamorano B.
- Zani A.
- Zazueta L.
- Zeller G.P.
- Zennamo J.
- Zeug K.
- Zhang C.
- Zhang S.
- Zhang Y.
- Zhao M.
- Zhivun E.
- Zimmerman E.D.
- Zucchelli S.
- Zuklin J.
- Zutshi V.
- Zwaska R.
- Publication venue
- HAL CCSD
- Publication date
- 02/11/2022
- Field of study
Get PDFMeasurements of electrons from νe interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. ProtoDUNE-SP is one of the prototypes for the DUNE far detector, built and operated at CERN as a charged particle test beam experiment. A sample of low-energy electrons produced by the decay of cosmic muons is selected with a purity of 95%. This sample is used to calibrate the low-energy electron energy scale with two techniques. An electron energy calibration based on a cosmic ray muon sample uses calibration constants derived from measured and simulated cosmic ray muon events. Another calibration technique makes use of the theoretically well-understood Michel electron energy spectrum to convert reconstructed charge to electron energy. In addition, the effects of detector response to low-energy electron energy scale and its resolution including readout electronics threshold effects are quantified. Finally, the relation between the theoretical and reconstructed low-energy electron energy spectrum is derived and the energy resolution is characterized. The low-energy electron selection presented here accounts for about 75% of the total electron deposited energy. After the addition of missing energy using a Monte Carlo simulation, the energy resolution improves from about 40% to 25% at 50 MeV. These results are used to validate the expected capabilities of the DUNE far detector to reconstruct low-energy electrons
DUNE Offline Computing Conceptual Design Report
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andrade Aldana Diego
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Anicézio Campanelli Wallison Luiz
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala-Torres Marco Alberto
- Azfar Farrukh
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- Back J.J.
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- Bazo Alba José Luis
- Beacom J.F.
- Bechetoille Edouard
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- Ruterbories Daniel
- Rybnikov Arseniy
- Saa-Hernandez Angela
- Saakyan Ruben
- Sacerdoti Sabrina
- Sahu Narendra
- Sala Paola
- Samios Nicholas
- Samoylov Oleg
- Sanchez Mayly
- Sandberg Vern
- Sanders David
- Sankey David
- Santoro Danilo
- Saoulidou Niki
- Sapienza Piera
- Sarasty Carlos
- Sarcevic Ina
- Savage Geoffrey
- Savinov Vladimir
- Scanavini Giacomo
- Scaramelli Alberto
- Scarff Andrew
- Scarpelli Andrea
- Schefke Tristan
- Schellman Heidi
- Schifano Sebastiano
- Schlabach Philip
- Schmitz David
- Schneider Austin
- Scholberg Kate
- Schukraft Anne
- Segreto Ettore
- Selyunin Alexander
- Senise Carlos
- Sensenig Jon
- Sgalaberna Davide
- Shaevitz Michael H.
- Shafaq Sheeba
- Shaker Fady
- Shamma Michael
- Shanahan Peter
- Sharankova Ralitsa
- Sharma H.R.
- Sharma R.
- Sharma R.K.
- Shaw Kate
- Shaw Terri
- Shchablo Konstantin
- Shepherd-Themistocleous Claire
- Sheshukov Andrey
- Shi Wei
- Shin Seodong
- Shoemaker Ian
- Shooltz Dean
- Shrock Robert
- Silber Joseph
- Simard Laurent
- Simon Frank
- Sinclair James
- Sinev Gleb
- Singh Chauhan Sushil
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- Sipos Roland
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- Smith Paul
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- Snider E.L.
- Snopok Pavel
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- Soares Nunes Mônica
- Sobel Henry
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- Solano Salinas Carlos
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- Solomey Nicholas
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- Sondheim Walter
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- Soto-Oton Jose
- Sousa Alexandre
- Soustruznik Karel
- Spagliardi Fabio
- Spanu Maura
- Spitz Joshua
- Spooner N.J.
- Spurgeon Kyle
- Stalder Deigo
- Stancari Michelle
- Stanco Luca
- Steenis Jacob
- Stein Raul
- Steiner Herbert M.
- Steklain Lisbôa André
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- Stewart James
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- Stock Jason
- Stocker Francesca
- Stokes Tyler
- Strait Matthew
- Strauss Thomas
- Strigari Louis
- Stuart Alexander
- Suarez J.G.
- Subash Joeal
- Surdo Antonio
- Susic Vasja
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- Suvorov Yury
- Svoboda Robert
- Szczerbinska Barbara
- Szelc Andrzej
- Söldner-Rembold Stefan
- Talukdar Nibir
- Tamara Jose
- Tanaka Hirohisa
- Tang Shaochun
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- Tapper Alexander
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- Thea Alessandro
- Thompson Adrian
- Thorn Craig
- Timm Steven C.
- Tishchenko Vladimir
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- Turner Jessica
- Tyler Jennifer
- Tyley E.
- Tzanov Martin
- Uboldi Lorenzo
- Uchida Melissa
- Urheim Jon
- Usher Tracy
- Utaegbulam Hilary
- Uzunyan Sergey
- Vagins M.R.
- Vahle Patricia
- Valder Sammy
- Valdiviesso Gustavo
- Valencia Edgar
- Valentim Rodolfo
- Vallari Zoya
- Vallazza Erik
- Valle J.W.
- Vallecorsa Sofia
- van Berg Rick
- van de Water Richard
- Vanegas Forero David
- Vannerom David
- Varanini Filippo
- Vargas Oliva Danaisis
- Varner Gary
- Vasina Svetlana
- Vaughan Noah
- Vaziri Kamran
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- Verdugo Antonio
- Vergani Stefano
- Vermeulen M.A.
- Verzocchi Marco
- Vicenzi Matteo
- Vieira de Souza Henrique
- Vignoli Chiara
- Vilela Cristovao
- Viren Brett
- Vrba Tomas
- Vuong Quynh
- Wachala Tomasz
- Wagner Alexander
- Waldron Abigail
- Wallbank Michael
- Walton Tammy
- Wang Hanguo
- Wang Jingbo
- Wang L.
- Wang Michael
- Wang Xiaoran
- Wang Y.
- Wang Y.
- Warburton Karl
- Warner David
- Wascko Morgan
- Waters David
- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
- Weber Alfons
- Weber Michele
- Wei Hanyu
- Weinstein Amanda
- Wenman Dan
- Wetstein Matthew
- Whilhelmi James
- White A.
- White A.
- White Brandon
- White Stephen
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wolfs Jean
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wospakrik Marianette
- Wresilo Karolina
- Wret Clarence
- Wu Shaowei
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xiotidis Ioannis
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu B.
- Yu H.
- Yu H.
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zimmerman E.D.
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 10/11/2022
- Field of study
No full textInternational audienceThis document describes Offline Software and Computing for the Deep Underground Neutrino Experiment (DUNE) experiment, in particular, the conceptual design of the offline computing needed to accomplish its physics goals. Our emphasis in this document is the development of the computing infrastructure needed to acquire, catalog, reconstruct, simulate and analyze the data from the DUNE experiment and its prototypes. In this effort, we concentrate on developing the tools and systems thatfacilitate the development and deployment of advanced algorithms. Rather than prescribing particular algorithms, our goal is to provide resources that are flexible and accessible enough to support creative software solutions as HEP computing evolves and to provide computing that achieves the physics goals of the DUNE experiment
