submissions:compf

Submissions to the Snowmass 2021 Proceedings - Computational Frontier

Papers of general interest to this frontier

T. Aarrestad et al. [HEP Software Foundation], “HL-LHC Computing Review: Common Tools and Community Software”, arXiv:2008.13636 [physics.comp-ph ]] (pdf).

Simone Campana, Alessandro Di Girolamo, Paul Laycock, Zach Marshall, Heidi Schellman, Graeme A Stewart. ”HEP computing collaborations for the challenges of the next decade”, arXiv:2203.07237 [physics.comp-ph] (pdf).

Dave Casper, Maria Elena Monzani, Benjamin Nachman, Costas Andreopoulos, Stephen Bailey, Deborah Bard, et al. ”Software and Computing for Small HEP Experiments“, arXiv:2203.07645 [hep-ex] (pdf). (also under EF0, NF0, RF0, CF0)

Yonatan Kahn, Maria Elena Monzani, Kimberly J. Palladino, Tyler Anderson, Deborah Bard, et al. ”Modeling, statistics, simulations, and computing needs for direct dark matter detection”, arXiv:2203.07700 [hep-ex] (pdf). (also under CF1)

Jaret Heise. ”The Sanford Underground Research Facility”, arXiv:2203.08293 [hep-ex] (pdf). (also under NF0, RF0, CF0, IF0, UF0, CommF0)

Amy Roberts, Christopher Tunnell, Belina von Krosigk, Tyler Anderson, Jason Brodsky, et al. ”Dark-matter And Neutrino Computation Explored (DANCE) Community Input to Snowmass”, arXiv:2203.08338 [hep-ex] (pdf).

Emanuela Barzi, S. James Gates Jr., Roxanne Springer. ”In Search of Excellence and Equity in Physics”, arXiv:2203.10393 [physics.soc-ph] (pdf). (also under EF0, NF0, RF0, CF0, TF0, AF01, IF0, UF0, CommF0)

Christopher D. Jones, Kyle Knoepfel, Paolo Calafiura, Charles Leggett, Vakhtang Tsulaia. ”Evolution of HEP Processing Frameworks“, arXiv:2203.14345 [cs.DC] (pdf).

Emanuela Barzi, Simonetta liuti, Christine Nattrass, Roxanne Springer. “How Community Agreements Can Improve Climate in Physics”, arXiv:2209.06755 [physics.soc-ph] (pdf). (also under EF0, NF0, RF0, CF0, TF0, AF01, IF0, UF0, CommF0)

CompF01: Experimental algorithm optimization and parallelization

Bonnie Fleming, Kyle Knoepfel, Meifeng Lin, Xin Qian, et al. ”DUNE Software and High Performance Computing”, arXiv:2203.06104 [hep-ex] (pdf). (also under NF10)

Meghna Bhattacharya, Paolo Calafiura, Taylor Childers, Mark Dewing, et al. ”Portability: A Necessary Approach for Future Scientific Software”, arXiv:2203.09945 [physics.comp-ph] (pdf).

CompF02: Theoretical calculations and simulation

A. Valassi et al., “Challenges in Monte Carlo event generator software for High-Luminosity LHC”, arXiv:2004.13687 [hep-ph ]] (pdf). (also under TF07)

HSF Physics Event Generator WG: Efe Yazgan, Josh McFayden, Andrea Valassi, et al. “HL-LHC Computing Review Stage-2, Common Software Projects: Event Generators”, arXiv:2109.14938 [hep-ph] (pdf). (also under TF07)

Martha Constantinou, Luigi Del Debbio, Xiangdong Ji, Huey-Wen Lin, Keh-Fei Liu, et al. “Lattice QCD Calculations of Parton Physics”, arXiv:2202.07193 [hep-lat] (pdf). (also under EF06, TF05)

Antonio Costantini, Federico De Lillo, Fabio Maltoni, Luca Mantani, Olivier Mattelaer, Richard Ruiz, Xiaoran Zhao. ”Vector boson fusion at multi-TeV muon colliders”, arXiv:2005.10289 [hep-ph] (pdf). (also under EF04, TF07, AF04)

Richard Ruiz, Antonio Costantini, Fabio Maltoni, Olivier Mattelaer. ”The Effective Vector Boson Approximation in High-Energy Muon Collisions“, arXiv:2111.02442 [hep-ph] (pdf). (also under EF04, TF07, AF04)

Marcelo A. Alvarez, Arka Banerjee, Simon Birrer, Salman Habib, Katrin Heitmann, et al. ”Cosmological Simulations and Modeling”, arXiv:2203.07347 [astro-ph.IM] (pdf).

Francois Foucart, Pablo Laguna, Geoffrey Lovelace, David Radice, Helvi Witek. ”Numerical relativity for next-generation gravitational-wave probes of fundamental physics”, arXiv:2203.08139 [gr-qc] (pdf). (also under CF07)

David Poland, David Simmons-Duffin. ”The Numerical Conformal Bootstrap”, arXiv:2203.08117 [hep-th] (pdf). (also under TF03)

Sunanda Banerjee, D. N. Brown, David N. Brown, Paolo Calafiura, Jacob Calcutt, Philippe Canal, et al. ”Detector and Beamline Simulation for Next-Generation High Energy Physics Experiments”, arXiv:2203.07614 [hep-ex] (pdf). (also under EF0, NF0, RF0, CF0, IF0)

S. Biedron, L. Brouwer, D.L. Bruhwiler, N. M. Cook, A. L. Edelen, D. Filippetto, et al. ”Accelerator Modeling Community White Paper”, arXiv:2203.08335 [physics.acc-ph] (pdf). (also under AF0)

L. Alvarez Ruso, A. M. Ankowski, S. Bacca, A. B. Balantekin, J. Carlson, S. Gardiner, et al. ”Theoretical tools for neutrino scattering: interplay between lattice QCD, EFTs, nuclear physics, phenomenology, and neutrino event generators”, arXiv:2203.09030 [hep-ph] (pdf). (also under NF06, TF11)

S. C. Tognini, P. Canal, T. M. Evans, G. Lima, A. L. Lund, S. R. Johnson, S. Y. Jun, V. R. Pascuzzi, P. K. Romano. ”Celeritas: GPU-accelerated particle transport for detector simulation in High Energy Physics experiments”, arXiv:2203.09467 [physics.data-an] (pdf).

Thomas Blum, Peter Boyle, Mattia Bruno, Norman Christ, Felix Erben, et al. ”Discovering new physics in rare kaon decays”, arXiv:2203.10998 [hep-lat] (pdf). (also under RF02, TF05)

Aakash A. Sahai, Mark Golkowski, Stephen Gedney, Thomas Katsouleas, et al. ”PetaVolts per meter Plasmonics“, arXiv:2203.11623 [physics.acc-ph] (pdf). (also under EF09, AF06)

J. M. Campbell, M. Diefenthaler, T. J. Hobbs, S. Höche, J. Isaacson, F. Kling, et al. ”Event Generators for High-Energy Physics Experiments”, arXiv:2203.11110 [hep-ph] (pdf). (also under EF0, NF0, CF0, TF0)

Peter Boyle, Dennis Bollweg, Richard Brower, Norman Christ, Carleton DeTar, et al. ”Lattice QCD and the Computational Frontier”, arXiv:2204.00039 [hep-lat] (pdf). (also under TF05)

Fernando Febres Cordero, Andreas von Manteuffel, Tobias Neumann. ”Computational challenges for multi-loop collider phenomenology”, arXiv:2204.04200 [hep-ph] (pdf). (also under TF06)

Tie-Jiun Hou, Huey-Wen Lin, Mengshi Yan, C.-P. Yuan. ”Impact of lattice s(x)−sbar(x) data in the CTEQ-TEA global analysis“, arXiv:2204.07944 [hep-ph] (pdf). (also under EF06, TF05)

Andreas S. Kronfeld, Tanmoy Bhattacharya, Thomas Blum, Norman H. Christ, Carleton DeTar, William Detmold, Robert Edwards, Anna Hasenfratz, et al. ”Lattice QCD and Particle Physics”, arXiv:2207.07641 [hep-lat] (pdf). (also under EF0, NF06, RF0, CF0, TF05)

Peter A. Boyle, Bipasha Chakraborty, Christine T.H. Davies, Thomas DeGrand, Carleton DeTar, Luigi Del Debbio, Aida X. El-Khadra, et al. “A lattice QCD perspective on weak decays of b and c quarks”, arXiv:2205.15373 [hep-lat] (pdf). (also under RF01, TF05)

CompF03: Machine learning

G. Kasieczka, B. Nachman, D. Shih, et al. “The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics”, arXiv:2101.08320 [hep-ph] (pdf). (also under EF09, TF07)

S.V. Chekanov, W. Hopkins, “Event-based anomaly detection for new physics searches at the LHC using machine learning”, arXiv:2111.12119 [hep-ph] (pdf). (also under EF09)

Denis Boyda, Salvatore Calì, Sam Foreman, Lena Funcke, et al. “Applications of Machine Learning to Lattice Quantum Field Theory”. arXiv:2202.05838 [hep-lat] (pdf) . (also under TF05)

Alexander Scheinker, Spencer Gessner. ”Adaptive Machine Learning for Time-Varying Systems: Towards 6D Phase Space Diagnostics of Short Intense Charged Particle Beams”, arXiv:2203.04391 [physics.acc-ph] (pdf). (also under AF07)

Brett Viren, Jin Huang, Yi Huang, Meifeng Lin, Yihui Ren, Kazuhiro Terao, Dmitrii Torbunov, Haiwang Yu. ”Solving Simulation Systematics in and with AI/ML“, arXiv:2203.06112 [hep-ex] (pdf).

Alexander Bogatskiy, Sanmay Ganguly, Thomas Kipf, Risi Kondor, David W. Miller, et al. ”Symmetry Group Equivariant Architectures for Physics”, arXiv:2203.06153 [cs.LG] (pdf).

Daniel Diaz, Javier Duarte, Sanmay Ganguly, Raghav Kansal, Samadrita Mukherjee, Brian Sheldon, Si Xie. ”Improving Di-Higgs Sensitivity at Future Colliders in Hadronic Final States with Machine Learning”, arXiv:2203.07353 [hep-ph] (pdf). (also under EF01)

Cora Dvorkin, Siddharth Mishra-Sharma, Brian Nord, V. Ashley Villar, Camille Avestruz, et al. ”Machine Learning and Cosmology“, arXiv:2203.08056 [hep-ph] (pdf). (also under CF03)

Rainer Bartoldus, Catrin Bernius, David W. Miller. ”Innovations in trigger and data acquisition systems for next-generation physics facilities”, arXiv:2203.07620 [hep-ex] (pdf). (also under IF04, CommF01)

Andreas Adelmann, Walter Hopkins, Evangelos Kourlitis, Michael Kagan, Gregor Kasieczka, et al. ”New directions for surrogate models and differentiable programming for High Energy Physics detector simulation”, arXiv:2203.08806 [hep-ph] (pdf).

N. Akchurin, J. Damgov, S. Dugad, P. G C, S. Grönroos, K. Lamichhane, J. Martinez, T. Quast, S. Undleeb, A. Whitbeck. ”Deep learning applications for quality control in particle detector construction“, arXiv:2203.08969 [hep-ex] (pdf).

Savannah Thais, Paolo Calafiura, Grigorios Chachamis, Gage DeZoort, Javier Duarte, et al. ”Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges”, arXiv:2203.12852 [hep-ex] (pdf).

Philip Harris, Erik Katsavounidis, William Patrick McCormack, Dylan Rankin, Yongbin Feng, et al. ”Physics Community Needs, Tools, and Resources for Machine Learning”, arXiv:2203.16255 [cs.LG] (pdf). (also under EF0, NF01, CF07, IF04)

Mark S. Neubauer, Avik Roy. “Explainable AI for High Energy Physics”, arXiv:2206.06632 [hep-ex] (pdf).

Gabriele Benelli, Thomas Y. Chen, Javier Duarte, Matthew Feickert, Matthew Graham, Lindsey Gray, et al. “Data Science and Machine Learning in Education”, arXiv:2207.09060 [physics.ed-ph] (pdf). (also under CommF04)

Thomas Y. Chen, Biprateep Dey, Aishik Ghosh, Michael Kagan, Brian Nord, Nesar Ramachandra. “Interpretable Uncertainty Quantification in AI for HEP”, arXiv:2208.03284 [hep-ex] (pdf).

CompF04: Storage and data processing resource access; facility and infrastructure R&D

Alex Sim, Ezra Kissel, Chin Guok. ”Deploying in-network caches in support of distributed scientific data sharing”, arXiv:2203.06843 [cs.NI] (pdf).

Doug Benjamin, Kenneth Bloom, Brian Bockelman, Lincoln Bryant, et al. ”Analysis Facilities for HL-LHC“, arXiv:2203.08010 [hep-ex] (pdf).

Amit Bashyal, Peter Van Gemmeren, Saba Sehrish, Kyle Knoepfel, Suren Byna, Qiao Kang. ”Data Storage for HEP Experiments in the Era of High-Performance Computing”, arXiv:2203.07885 [hep-ex] (pdf).

Tom Lehman, Xi Yang, Chin Guok, Frank Wuerthwein, Igor Sfiligoi, et al. ”Data Transfer and Network Services Management for Domain Science Workflows”, arXiv:2203.08280 [cs.NI] (pdf).

K. Herner, M. Kirby, S. Timm. ”Towards an HPC Complementary Computing Facility”, arXiv:2203.08861 [cs.DC] (pdf).

Kevin Lannon, Paul Brenner, Mike Hildreth, Kenyi Hurtado Anampa, Alan Malta Rodrigues, Kelci Mohrman, Doug Thain, Benjamin Tovar. ”Analysis Cyberinfrastructure: Challenges and Opportunities“, arXiv:2203.08811 [physics.data-an] (pdf).

Maria Acosta Flechas, Garhan Attebury, Kenneth Bloom, et al. ”Collaborative Computing Support for Analysis Facilities Exploiting Software as Infrastructure Techniques”, arXiv:2203.10161 [physics.data-an] (pdf).

CompF05: End user analysis

S. V. Chekanov, G. Gavalian, and N. A. Graf, “Jas4pp - a Data-Analysis Framework for Physics and Detector Studies”, arXiv:2011.05329 [physics.comp-ph ]] (pdf).

Jim Pivarski, Eduardo Rodrigues, Kevin Pedro, Oksana Shadura, Benjamin Krikler, Graeme A. Stewart. ”HL-LHC Computing Review Stage 2, Common Software Projects: Data Science Tools for Analysis”, arXiv:2202.02194 [physics.data-an] (pdf).

J. V. Bennett, J. Guilliams, M. Hernandez Villanueva, D. E. Jaffe, P. J. Laycock, A. Panta, C. Serfon, I. Ueda. ”Belle II grid-based user analysis”, arXiv:2203.07564 [hep-ex] (pdf).

Harrison B. Prosper, Sezen Sekmen, Gokhan Unel. ”Analysis Description Language: A DSL for HEP Analysis”, arXiv:2203.09886 [hep-ph] (pdf). (also relevant to CompF07)

C. Backhouse. ”The CAFAna framework for neutrino analysis”, arXiv:2203.13768 [hep-ex] (pdf). (also under NF01)

CompF06: Quantum computing

Yannick Meurice, James C. Osborn, Ryo Sakai, Judah Unmuth-Yockey, Simon Catterall, Rolando D. Somma. ”Tensor networks for High Energy Physics”, arXiv:2203.04902 [hep-lat] (pdf). (also under TF10)

S. Brooks, K. Brown, F. Méot, A. Nomerotski, S. Peggs, M. Palmer, et al. ”Ion Coulomb Crystals in Storage Rings for Quantum Information Science”, arXiv:2203.06809 [physics.acc-ph] (pdf). (also under TF10, AF01, IF01)

Andrea Delgado, Kathleen E. Hamilton, Prasanna Date, Jean-Roch Vlimant, et al. ”Quantum Computing for Data Analysis in High-Energy Physics“, arXiv:2203.08805 [physics.data-an] (pdf).

James B. Kowalkowski, Adam L. Lyon. ”Simulations for the Development of Quantum Computational Devices for HEP”, arXiv:2203.09740 [quant-ph] (pdf).

Andrea Delgado, Kathleen E. Hamilton, Prasanna Date, Jean-Roch Vlimant, et al. ”Quantum Computing for Data Analysis in High-Energy Physics”, arXiv:2203.08805 [physics.data-an] (pdf).

Travis S. Humble, Andrea Delgado, Raphael Pooser, Christopher Seck, et al. ”Quantum Computing Systems and Software for High-energy Physics Research“, arXiv:2203.07091 [quant-ph] (pdf).

Asher Berlin, Sergey Belomestnykh, Diego Blas, Daniil Frolov, Anthony J. Brady, Caterina Braggio, et al. ”Searches for New Particles, Dark Matter, and Gravitational Waves with SRF Cavities”, arXiv:2203.12714 [hep-ph] (pdf). (also under CF0, TF0, IF01)

Andrei Derevianko, Eden Figueroa, Julián MartÍnez-Rincón, Inder Monga, Andrei Nomerotski, et al. ”Quantum Networks for High Energy Physics”, arXiv:2203.16979 [quant-ph] (pdf).

Christian W. Bauer, Zohreh Davoudi, A. Baha Balantekin, Tanmoy Bhattacharya, et al. ”Quantum Simulation for High Energy Physics”, arXiv:2204.03381 [quant-ph] (pdf). (also under TF10)

M. Sohaib Alam, Sergey Belomestnykh, Nicholas Bornman, Gustavo Cancelo, Yu-Chiu Chao, et al. “Quantum computing hardware for HEP algorithms and sensing”, arXiv:2204.08605 [quant-ph] (pdf). (also under TF10)

CompF07: Reinterpretation and long-term preservation of data and code

Marcelo Alvarez, Stephen Bailey, Deborah Bard, Lisa Gerhardt, Julien Guy, et al. ”Data Preservation for Cosmology”, arXiv:2203.08113 [astro-ph.CO] (pdf). (also under CF0, TF09)

Stephen Bailey, Christian Bierlich, Andy Buckley, Jon Butterworth, Kyle Cranmer, et al. ”Data and Analysis Preservation, Recasting, and Reinterpretation“, arXiv:2203.10057 [hep-ph] (pdf). (also under TF07)

Benjamin Nachman. “When, Where, and How to Open Data: A Personal Perspective”, arXiv:2208.07910 [hep-ph] (pdf). (also under TF07)

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