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This report summarizes the work of the Computational Frontier topical group on theoretical calculations and simulation for Snowmass 2021. We discuss the challenges, potential solutions, and needs facing six diverse but related topical areas…

Computational Physics · Physics 2022-09-20 Peter Boyle , Kevin Pedro , Ji Qiang

This white paper briefly summarized key conclusions of the recent US Community Study on the Future of Particle Physics (Snowmass 2021) workshop on Software and Computing for Small High Energy Physics Experiments.

Nowadays, scientific databases have become the bread-and-butter of particle physicists. These databases must be maintained and checked repeatedly to insure the accuracy of their content. The COMPETE collaboration aims at motivating data…

The optimization of large experiments in fundamental science, such as detectors for subnuclear physics at particle colliders, shares with the optimization of complex systems for industrial or societal applications the common issue of…

Instrumentation and Detectors · Physics 2026-03-30 Tommaso Dorigo , Pietro Vischia , Shahzaib Abbas , Tosin Adewumi , Lama Alkhaled , Lorenzo Arsini , Muhammad Awais , Maxim Borisyak , András Bóta , Florian Bury , Sascha Caron , James Carzon , Long Chen , Prakash C. Chhipa , Paul Christakopoulos , Jacopo De Piccoli , Andrea De Vita , Zlatan Dimitrov , Michele Doro , Luigi Favaro , Francesco Ferranti , Santiago Folgueras , Rihab Gargouri , Nicolas R. Gauger , Andrea Giammanco , Christian Glaser , Tobias Golling , João A. Gonçalves , Hui Han , Hamza Hanif , Lukas Heinrich , Yan Chai Hum , Florent Imbert , Andreas Ipp , Michael Kagan , Noor Kainat Syeda , Rukshak Kapoor , Aparup Khatua , Eduard J. Kerkhoven , Jan Kieseler , Tobias Kortus , Ashish Kumar Singh , Marius S. Köppel , Daniel Lanchares , Ann Lee , Pelayo Leguina , Christos Leonidopoulos , Giuseppe Levi , Boying Li , Chang Liu , Marcus Liwicki , Karl Lowenmark , Enrico Lupi , Carlo Mancini-Terracciano , Dominik Maršík , Leonidas Matsakas , Hamam Mokayed , Federico Nardi , Amirhossein Nayebiastaneh , Xuan T. Nguyen , Aitor Orio , Jingjing Pan , Jigar Patel , Carmelo Pellegrino , María Pereira Martínez , Karolos Potamianos , Shah Rukh Qasim , Martin Ravn , Luis Recabarren Vergara , Humberto Reyes-González , Hipolito A. Riveros Guevara , Ippocratis D. Saltas , Rajkumar Saini , Fredrik Sandin , Alexander Schilling , Kylian Schmidt , Nicola Serra , Saqib Shahzad , Foteini Simistira Liwicki , Giles C. Strong , Kristian Tchiorniy , Mia Tosi , Andrey Ustyuzhanin , Xabier Cid Vidal , Kinga A. Wozniak , Mengqing Wu , Zahraa Zaher

The convergence of Quantum Computing (QC), Quantum Software Engineering (QSE), and Artificial Intelligence (AI) presents transformative opportunities across various domains. However, existing methodologies inadequately address the ethical,…

Software Engineering · Computer Science 2025-03-21 Muneera Bano , Shaukat Ali , Didar Zowghi

An overview of the evolution of computing-oriented publications in high energy physics following the start of operation of LHC. Quantitative analyses are illustrated, which document the production of scholarly papers on computing-related…

Computational Physics · Physics 2015-06-11 M. G. Pia , T. Basaglia , Z. W. Bell , P. V. Dressendorfer

Quantum computing promises to provide the next step up in computational power for diverse application areas. In this review, we examine the science behind the quantum hype, and the breakthroughs required to achieve true quantum advantage in…

Quantum Physics · Physics 2025-09-26 R. Au-Yeung , B. Camino , O. Rathore , V. Kendon

The road map to the FCC Feasibility Study Report, for submission to the next Update of the European Strategy for Particle Physics, will require detailed simulation and advanced reconstruction algorithms to explore and maximise the physics…

High Energy Physics - Experiment · Physics 2021-11-19 Gerardo Ganis , Clément Helsens , Valentin Völkl

The era of exascale computing presents both exciting opportunities and unique challenges for quantum mechanical simulations. Although the transition from petaflops to exascale computing has been marked by a steady increase in computational…

Computational Physics · Physics 2025-09-03 Ravindra Shinde , Claudia Filippi , Anthony Scemama , William Jalby

Scientific foundation models hold great promise for advancing nuclear and particle physics by improving analysis precision and accelerating discovery. Yet, progress in this field is often limited by the lack of openly available large scale…

Data Analysis, Statistics and Probability · Physics 2025-09-09 Shuhang Li , Yi Huang , David Park , Xihaier Luo , Haiwang Yu , Yeonju Go , Christopher Pinkenburg , Yuewei Lin , Shinjae Yoo , Joseph Osborn , Christof Roland , Jin Huang , Yihui Ren

Electromagnetics has an important role to play in solving the next generation of geoscience problems. These problems are multidisciplinary, complex, and require collaboration. This is especially true at the base scientific level where the…

Geophysics · Physics 2022-03-29 Douglas W. Oldenburg , Lindsey J. Heagy , Seogi Kang , Rowan Cockett

Quantum computing is a disruptive technology with the potential to transform various fields. It has predicted abilities to solve complex computational problems beyond the reach of classical computers. However, developing quantum software…

Quantum programming techniques and software have advanced significantly over the past five years, with a majority focusing on high-level language frameworks targeting remote REST library APIs. As quantum computing architectures advance and…

Robotic computing has reached a tipping point, with a myriad of robots (e.g., drones, self-driving cars, logistic robots) being widely applied in diverse scenarios. The continuous proliferation of robotics, however, critically depends on…

Robotics · Computer Science 2022-05-17 Zishen Wan , Ashwin Lele , Bo Yu , Shaoshan Liu , Yu Wang , Vijay Janapa Reddi , Cong Hao , Arijit Raychowdhury

This paper is a contribution to the Computational Science & Engineering Software Sustainability and Productivity Challenges (CSESSP Challenges) Workshop (https://www.nitrd.gov/csessp/), sponsored by the Networking and Information Technology…

Computers and Society · Computer Science 2015-08-18 Daniel S. Katz , Rajiv Ramnath

After years of using Graphics Processing Units (GPUs) to accelerate scientific applications in fields as varied as tomography, computer vision, climate modeling, digital forensics, geospatial databases, particle physics, radio astronomy,…

Software Engineering · Computer Science 2020-05-28 Ben van Werkhoven , Willem Jan Palenstijn , Alessio Sclocco

Nuclear Astrophysics is a field at the intersection of nuclear physics and astrophysics, which seeks to understand the nuclear engines of astronomical objects and the origin of the chemical elements. This white paper summarizes progress and…

Nuclear Experiment · Physics 2022-11-30 H. Schatz , A. D. Becerril Reyes , A. Best , E. F. Brown , K. Chatziioannou , K. A. Chipps , C. M. Deibel , R. Ezzeddine , D. K. Galloway , C. J. Hansen , F. Herwig , A. P. Ji , M. Lugaro , Z. Meisel , D. Norman , J. S. Read , L. F. Roberts , A. Spyrou , I. Tews , F. X. Timmes , C. Travaglio , N. Vassh , C. Abia , P. Adsley , S. Agarwal , M. Aliotta , W. Aoki , A. Arcones , A. Aryan , A. Bandyopadhyay , A. Banu , D. W. Bardayan , J. Barnes , A. Bauswein , T. C. Beers , J. Bishop , T. Boztepe , B. Côté , M. E. Caplan , A. E. Champagne , J. A. Clark , M. Couder , A. Couture , S. E. de Mink , S. Debnath , R. J. deBoer , J. den Hartogh , P. Denissenkov , V. Dexheimer , I. Dillmann , J. E. Escher , M. A. Famiano , R. Farmer , R. Fisher , C. Fröhlich , A. Frebel , C. Fryer , G. Fuller , A. K. Ganguly , S. Ghosh , B. K. Gibson , T. Gorda , K. N. Gourgouliatos , V. Graber , M. Gupta , W. Haxton , A. Heger , W. R. Hix , W C. G. Ho , E. M. Holmbeck , A. A. Hood , S. Huth , G. Imbriani , R. G. Izzard , R. Jain , H. Jayatissa , Z. Johnston , T. Kajino , A. Kankainen , G. G. Kiss , A. Kwiatkowski , M. La Cognata , A. M. Laird , L. Lamia , P. Landry , E. Laplace , K. D. Launey , D. Leahy , G. Leckenby , A. Lennarz , B. Longfellow , A. E. Lovell , W. G. Lynch , S. M. Lyons , K. Maeda , E. Masha , C. Matei , J. Merc , B. Messer , F. Montes , A. Mukherjee , M. Mumpower , D. Neto , B. Nevins , W. G. Newton , L. Q. Nguyen , K. Nishikawa , N. Nishimura , F. M. Nunes , E. O'Connor , B. W. O'Shea , W-J. Ong , S. D. Pain , M. A. Pajkos , M. Pignatari , R. G. Pizzone , V. M. Placco , T. Plewa , B. Pritychenko , A. Psaltis , D. Puentes , Y-Z. Qian , D. Radice , D. Rapagnani , B. M. Rebeiro , R. Reifarth , A. L. Richard , N. Rijal , I. U. Roederer , J. S. Rojo , J. S K , Y. Saito , A. Schwenk , M. L. Sergi , R. S. Sidhu , A. Simon , T. Sivarani , Á. Skúladóttir , M. S. Smith , A. Spiridon , T. M. Sprouse , S. Starrfield , A. W. Steiner , F. Strieder , I. Sultana , R. Surman , T. Szücs , A. Tawfik , F. Thielemann , L. Trache , R. Trappitsch , M. B. Tsang , A. Tumino , S. Upadhyayula , J. O. Valle Martínez , M. Van der Swaelmen , C. Viscasillas Vázquez , A. Watts , B. Wehmeyer , M. Wiescher , C. Wrede , J. Yoon , R G. T. Zegers , M. A. Zermane , M. Zingale

Artificial Intelligence methods to solve continuous- control tasks have made significant progress in recent years. However, these algorithms have important limitations and still need significant improvement to be used in industry and real-…

Artificial Intelligence · Computer Science 2017-07-05 Hamid Mirzaei , Mona Fathollahi , Tony Givargis
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