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Lattice investigations of strongly Interacting theories in the Standard Model and beyond.

Lead Research Organisation: UNIVERSITY OF PLYMOUTH
Department Name: School of Eng, Comp and Math (SECaM)

Abstract

The research project of the theoretical particle physics group at the
University of Plymouth focuses on key issues of modern particle
physics. Two strands of research are pursued. In the first strand of
research, the group takes part in the race to decrease the theoretical
uncertainty on a quantity measured experimentally to an extraordinary
precision called the anomalous magnetic moment of the muon. An
on-going current experiment that measures the small magnetic moment of
the muon, a heavier cousin of the electron, aims at reducing further
the experimental errors. Our theoretical calculations will allow
further tests of the theory that describes all phenomena at the level
of fundamental particles, called the Standard Model of particle
physics. A statistically significant larger difference between the
experimental and theoretical results would give strong hints to what
lies beyond the Standard Model and it would be a major discovery. The
theoretical calculation itself represents a major computational and
theoretical challenge, due to the large number of contributions to the
muon anomalous moment, and due to the target high accuracy required to
match the experimental precision.

The second strand of research focuses on exploring theories that can
be used to address the Standard Model's shortcomings. Two main
directions are considered. First, the project will explore the intriguing
possibility that the Higgs boson - discovered in 2012 - could be a
composite particle made of something else. The so called Composite
Higgs models use mechanisms similar to the one that is responsible for
the confinement of the quarks inside a proton. The proton is the simplest example of
a well-known particle, which is not fundamental, but composite. Another
direction is to explore and make predictions to test models that could
explain the 85\% of the matter in the Universe that is not described
by the current theory of the interactions of elementary particles. Over the
years, a lot of experimental evidence has been gathered that support the
existence of the elusive "Dark Matter". Recent observations, notably
of the "Bullet Cluster" which consists of two colliding galaxies
suggest that Dark Matter interacts strongly with itself. Theories that
feature such a strong interaction share similarities with the theory
that describes the interaction of quarks and lead to the formation of
the proton as a bound state, and with the theories that are candidates
to feature a composite Higgs boson. The calculations performed will
further constrain well motivated models and therefore
contribute to answer the question : "What are the fundamental
particles?" and "What is the nature of dark matter?".
 
Title First-order phase transitions in Yang-Mills theories and the density of state method---data and analysis code release 
Description Data release for paper: Lucini, B., Mason, D., Piai, M., Rinaldi, E., & Vadacchino, D. (2023). First-order phase transitions in Yang-Mills theories and the density of state method. arXiv preprint arXiv:2305.07463. This data release comprises of: Importance sampling results: Input and output files for PureGauge file of HiRep (https://github.com/claudiopica/HiRep) and csv files contains analysis of results. LLR results: Input files for LLR_HB for a modified version of HiRep for the heat bath LLR algorthim with umbrella sampling (https://github.com/dave452/Hirep-LLR-SU) and some csv files containing analysis of output. Analysis code within the LLRAnalysis.zip, it contains the code and the conda environment. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact This is the analysis code and input files for the results displayed in a related publication. It is useful to other researchers that want to reproduce our data. 
URL https://zenodo.org/record/8124748
 
Title First-order phase transitions in Yang-Mills theories and the density of state method---data and analysis code release 
Description Data release for paper: Lucini, B., Mason, D., Piai, M., Rinaldi, E., & Vadacchino, D. (2023). First-order phase transitions in Yang-Mills theories and the density of state method. arXiv preprint arXiv:2305.07463. This data release comprises of: Importance sampling results: Input and output files for PureGauge file of HiRep (https://github.com/claudiopica/HiRep) and csv files contains analysis of results. LLR results: Input files for LLR_HB for a modified version of HiRep for the heat bath LLR algorthim with umbrella sampling (https://github.com/dave452/Hirep-LLR-SU) and some csv files containing analysis of output. Analysis code within the LLRAnalysis.zip, it contains the code and the conda environment. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/8124749
 
Title Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory---Data Release 
Description This release contains the analysis workflow used to prepare the publication Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory. A Python code for performing the analysis and generating the plots and tables is uploaded to Zenodo. See the README therein for details on running the code. For details on the data formats, see the relevant README.md files. Content of directories and files: README.md: This contains general information on the content of the release. raw_data.zip: This compressed file contains all the raw data utilized in the research outlined in arXiv:2311.14663. These data were crucial in generating the results showcased in the paper. data.h5: An HDF5 file housing the correlators derived from the raw data through the processing code, generate/transform_h5.py. metadata.zip: This archive furnishes essential metadata such as ensemble information, fitting intervals, and smearing parameters crucial for extracting masses. F_meson.csv: Presents the fundamental meson masses extracted via the analysis/analysis_F.py script. AS_meson.csv: Presents the antisymmetric meson masses extracted via the analysis/analysis_AS.py script. CB_mass.csv: Presents the chimera baryon masses extracted via the analysis/analysis_CB.py script. FIT_mass.csv: Offers the AIC scan results conducted through the analysis/analysis_AIC.py script. FIT_cross_fixAS.csv and FIT_cross_fixF.csv: These files provide cross-check results computed by the  analysis/analysis_cross.py script, specifically for fixing antisymmetric and fundamental masses, respectively. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10819721
 
Title Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory---Data Release 
Description This release contains the analysis workflow used to prepare the publication Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory. A Python code for performing the analysis and generating the plots and tables is uploaded to Zenodo. See the README therein for details on running the code. For details on the data formats, see the relevant README.md files. Content of directories and files: README.md: This contains general information on the content of the release. raw_data.zip: This compressed file contains all the raw data utilized in the research outlined in arXiv:2311.14663. These data were crucial in generating the results showcased in the paper. data.h5: An HDF5 file housing the correlators derived from the raw data through the processing code, generate/transform_h5.py. metadata.zip: This archive furnishes essential metadata such as ensemble information, fitting intervals, and smearing parameters crucial for extracting masses. F_meson.csv: Presents the fundamental meson masses extracted via the analysis/analysis_F.py script. AS_meson.csv: Presents the antisymmetric meson masses extracted via the analysis/analysis_AS.py script. CB_mass.csv: Presents the chimera baryon masses extracted via the analysis/analysis_CB.py script. FIT_mass.csv: Offers the AIC scan results conducted through the analysis/analysis_AIC.py script. FIT_cross_fixAS.csv and FIT_cross_fixF.csv: These files provide cross-check results computed by the  analysis/analysis_cross.py script, specifically for fixing antisymmetric and fundamental masses, respectively. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10819720
 
Title Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions-data release 
Description This dataset contains the raw data and metadata used to prepare the publication Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions. Included are: The raw log output from the configuration generation, correlation function calculation, and Dirac eigenvalue computation, as well as metadata describing the ensembles used for the mass spectrum calculation, in `raw_data.zip`. These include all numbers used in the publication (aside from fit parameters) in plaintext form. All numbers included in the above logs, restructured into HDF5 format for convenience, in `data.h5`. The fit parameters used to compute the spectrum, including the thermalisation length, and the plateau start and end points, in `fit_params.zip`. The data underlying tables 2-6 of the publication above, in CSV format. More details can be found in the file README.md. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/6472270
 
Title Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions-data release 
Description This dataset contains the raw data and metadata used to prepare the publication Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions. Included are: The raw log output from the configuration generation, correlation function calculation, and Dirac eigenvalue computation, as well as metadata describing the ensembles used for the mass spectrum calculation, in `raw_data.zip`. These include all numbers used in the publication (aside from fit parameters) in plaintext form. All numbers included in the above logs, restructured into HDF5 format for convenience, in `data.h5`. The fit parameters used to compute the spectrum, including the thermalisation length, and the plateau start and end points, in `fit_params.zip`. The data underlying tables 2-6 of the publication above, in CSV format. More details can be found in the file README.md. Version history: v1.1: Replace out_corr_48x24x24x24b6.5mas-1.01mf-0.71 due to a mistake where the wrong version of the measurement code was used. v1.0: Initial release 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/6472269
 
Title Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions-data release 
Description This dataset contains the raw data and metadata used to prepare the publication Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions. Included are: The raw log output from the configuration generation, correlation function calculation, and Dirac eigenvalue computation, as well as metadata describing the ensembles used for the mass spectrum calculation, in `raw_data.zip`. These include all numbers used in the publication (aside from fit parameters) in plaintext form. All numbers included in the above logs, restructured into HDF5 format for convenience, in `data.h5`. The fit parameters used to compute the spectrum, including the thermalisation length, and the plateau start and end points, in `fit_params.zip`. The data underlying tables 2-6 of the publication above, in CSV format. More details can be found in the file README.md. Version history: v1.1: Replace out_corr_48x24x24x24b6.5mas-1.01mf-0.71 due to a mistake where the wrong version of the measurement code was used. v1.0: Initial release 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/6637515
 
Title Meson spectroscopy from spectral densities in lattice gauge theories---data release 
Description This is the data release relative to the paper "Meson spectroscopy from spectral densities in lattice gauge theories" (arXiv:2405.01388). It contains the data that can be analysed through the analysis code in doi:10.5281/zenodo.11048300. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.11048346
 
Title Meson spectroscopy from spectral densities in lattice gauge theories---data release 
Description This is the data release relative to the paper "Meson spectroscopy from spectral densities in lattice gauge theories" (arXiv:2405.01388). It contains the data that can be analysed through the analysis code in doi:10.5281/zenodo.11048300. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.11048345
 
Title Meson spectroscopy in the Sp(4) gauge theory with three antisymmetric fermions-data release 
Description This release contains all data and metadata used to prepare the publication On the spectrum of mesons in quenched Sp(2N) gauge theories. Included are: README.md, containing further information about the contents of the release  The raw log output for: The gauge field generation The correlation function computation The Wilson flow computation in the file raw_data.zip. These include all numbers used in the publication (aside from fit parameters) in plaintext form, described in detail in README.md. The same data as above, packaged into HDF5 format for ease of reading, in the files correlators_smear.h5, correlators_wall.h5, flows.h5, and hmc.h5, with structure described in README.md. All metadata used for the fitting and subsequent analysis of these data, in the file `ensemble_metadata.zip`.All data presented in plots and tables in the paper, in CSV format, in files described in README.md. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.13819561
 
Title Meson spectroscopy in the Sp(4) gauge theory with three antisymmetric fermions-data release 
Description This release contains all data and metadata used to prepare the publication On the spectrum of mesons in quenched Sp(2N) gauge theories. Included are: README.md, containing further information about the contents of the release  The raw log output for: The gauge field generation The correlation function computation The Wilson flow computation in the file raw_data.zip. These include all numbers used in the publication (aside from fit parameters) in plaintext form, described in detail in README.md. The same data as above, packaged into HDF5 format for ease of reading, in the files correlators_smear.h5, correlators_wall.h5, flows.h5, and hmc.h5, with structure described in README.md. All metadata used for the fitting and subsequent analysis of these data, in the file `ensemble_metadata.zip`.All data presented in plots and tables in the paper, in CSV format, in files described in README.md. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.13819562
 
Title On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations - data release 
Description This release contains all data and metadata used to prepare the publication On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations [2405.05765].  If you encounter difficulties downloading the large files, we recommend using zenodo-get. This provides a command-line downloader for any Zenodo record. For unstable connections we recommend using it with the -w flag to generate a list all files in this Zenodo record. This can then be used with tools such as wget to resume partial downloads as zenodo_get RECORD_ID_OR_DOI -w - | xargs wget -czenodo_get RECORD_ID_OR_DOI (The second line ensures that the downloads completed correctly, and that the md5 hashes match)Further details are given in the file README.md. The work of EB and BL is supported in part by the EPSRC ExCALIBUR programme ExaTEPP (project EP/X017168/1). The work of EB, BL, MP, and FZ has been supported by the STFC Consolidated Grant No. ST/X000648. The work of EB has also been supported by the UKRI Science and Technology Facilities Council (STFC) Research Software Engineering Fellowship EP/V052489/1. The work of NF has been supported by the STFC Consolidated Grant No. ST/X508834/1. The work of DKH was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education   (NRF-2017R1D1A1B06033701). The work of DKH was further supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2021R1A4A5031460). The work of JWL is supported by IBS under the project code, IBS-R018-D1. The work of HH and CJDL is supported by the Taiwanese MoST grant 109-2112-M-009-006-MY3 and NSTC grant 112-2112-M-A49-021-MY3. The work of CJDL is also supported by Grants No. 112-2639-M-002-006-ASP and No. 113-2119-M-007-013. The work of BL and MP has been further supported in part by the STFC  Consolidated Grant No. ST/T000813/1.BL and MP received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program under Grant Agreement No.~813942. The work of DV is supported by STFC under Consolidated Grant No. ST/X000680/1. Numerical simulations have been performed on the DiRAC Extreme Scaling service at the University of Edinburgh, and on the DiRAC Data Intensive service at Leicester.The DiRAC Extreme Scaling service is operated by the Edinburgh Parallel Computing Centre on behalf of the STFC DiRAC HPC Facility (www.dirac.ac.uk). This equipment was funded by BEIS capital funding via STFC capital grant ST/R00238X/1 and STFC DiRAC Operations grant ST/R001006/1. DiRAC is part of the National e-Infrastructure 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.11370542
 
Title On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations - data release 
Description This release contains all data and metadata used to prepare the publication On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations [2405.05765].  If you encounter difficulties downloading the large files, we recommend using zenodo-get. This provides a command-line downloader for any Zenodo record. For unstable connections we recommend using it with the -w flag to generate a list all files in this Zenodo record. This can then be used with tools such as wget to resume partial downloads as zenodo_get RECORD_ID_OR_DOI -w - | xargs wget -czenodo_get RECORD_ID_OR_DOI (The second line ensures that the downloads completed correctly, and that the md5 hashes match)Further details are given in the file README.md. The work of EB and BL is supported in part by the EPSRC ExCALIBUR programme ExaTEPP (project EP/X017168/1). The work of EB, BL, MP, and FZ has been supported by the STFC Consolidated Grant No. ST/X000648. The work of EB has also been supported by the UKRI Science and Technology Facilities Council (STFC) Research Software Engineering Fellowship EP/V052489/1. The work of NF has been supported by the STFC Consolidated Grant No. ST/X508834/1. The work of DKH was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education   (NRF-2017R1D1A1B06033701). The work of DKH was further supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2021R1A4A5031460). The work of JWL is supported by IBS under the project code, IBS-R018-D1. The work of HH and CJDL is supported by the Taiwanese MoST grant 109-2112-M-009-006-MY3 and NSTC grant 112-2112-M-A49-021-MY3. The work of CJDL is also supported by Grants No. 112-2639-M-002-006-ASP and No. 113-2119-M-007-013. The work of BL and MP has been further supported in part by the STFC  Consolidated Grant No. ST/T000813/1.BL and MP received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program under Grant Agreement No.~813942. The work of DV is supported by STFC under Consolidated Grant No. ST/X000680/1. Numerical simulations have been performed on the DiRAC Extreme Scaling service at the University of Edinburgh, and on the DiRAC Data Intensive service at Leicester.The DiRAC Extreme Scaling service is operated by the Edinburgh Parallel Computing Centre on behalf of the STFC DiRAC HPC Facility (www.dirac.ac.uk). This equipment was funded by BEIS capital funding via STFC capital grant ST/R00238X/1 and STFC DiRAC Operations grant ST/R001006/1. DiRAC is part of the National e-Infrastructure 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.13349269
 
Title On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations - data release 
Description This release contains all data and metadata used to prepare the publication On the mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations [2405.05765].  If you encounter difficulties downloading the large files, we recommend using zenodo-get. This provides a command-line downloader for any Zenodo record. For unstable connections we recommend using it with the -w flag to generate a list all files in this Zenodo record. This can then be used with tools such as wget to resume partial downloads as zenodo_get RECORD_ID_OR_DOI -w - | xargs wget -czenodo_get RECORD_ID_OR_DOI (The second line ensures that the downloads completed correctly, and that the md5 hashes match)Further details are given in the file README.md. The work of EB and BL is supported in part by the EPSRC ExCALIBUR programme ExaTEPP (project EP/X017168/1). The work of EB, BL, MP, and FZ has been supported by the STFC Consolidated Grant No. ST/X000648. The work of EB has also been supported by the UKRI Science and Technology Facilities Council (STFC) Research Software Engineering Fellowship EP/V052489/1. The work of NF has been supported by the STFC Consolidated Grant No. ST/X508834/1. The work of DKH was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education   (NRF-2017R1D1A1B06033701). The work of DKH was further supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2021R1A4A5031460). The work of JWL is supported by IBS under the project code, IBS-R018-D1. The work of HH and CJDL is supported by the Taiwanese MoST grant 109-2112-M-009-006-MY3 and NSTC grant 112-2112-M-A49-021-MY3. The work of CJDL is also supported by Grants No. 112-2639-M-002-006-ASP and No. 113-2119-M-007-013. The work of BL and MP has been further supported in part by the STFC  Consolidated Grant No. ST/T000813/1.BL and MP received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program under Grant Agreement No.~813942. The work of DV is supported by STFC under Consolidated Grant No. ST/X000680/1. Numerical simulations have been performed on the DiRAC Extreme Scaling service at the University of Edinburgh, and on the DiRAC Data Intensive service at Leicester.The DiRAC Extreme Scaling service is operated by the Edinburgh Parallel Computing Centre on behalf of the STFC DiRAC HPC Facility (www.dirac.ac.uk). This equipment was funded by BEIS capital funding via STFC capital grant ST/R00238X/1 and STFC DiRAC Operations grant ST/R001006/1. DiRAC is part of the National e-Infrastructure 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/doi/10.5281/zenodo.11370541
 
Title On the spectrum of mesons in quenched Sp(2N) gauge theories---Data release 
Description This release contains all data and metadata used to prepare the publication On the spectrum of mesons in quenched Sp(2N) gauge theories. Included are: The file README.md, containing descriptions of the data formats used for other data in this submission. The raw log output for: The gauge field generation The correlation function computation The Wilson flow computation in the file raw_data.zip.These include all numbers used in the publication (aside from fit parameters) in plaintext form. The archive contains a separate README.md  documenting the layout of these data. All metadata used for the fitting and subsequent analysis of these data, in the file metadata.zip, in files described in more detail in the README. All data presented in plots and tables in the paper, in CSV format, in files described in more detail in the README. All input files given during the gauge field generation,  in input_files.zip. These are compatible withthe Sp(2N) extension of HiRep. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10932404
 
Title On the spectrum of mesons in quenched Sp(2N) gauge theories---Data release 
Description This release contains all data and metadata used to prepare the publication On the spectrum of mesons in quenched Sp(2N) gauge theories. Included are: The file README.md, containing descriptions of the data formats used for other data in this submission. The raw log output for: The gauge field generation The correlation function computation The Wilson flow computation in the file raw_data.zip.These include all numbers used in the publication (aside from fit parameters) in plaintext form. The archive contains a separate README.md  documenting the layout of these data. All metadata used for the fitting and subsequent analysis of these data, in the file metadata.zip, in files described in more detail in the README. All data presented in plots and tables in the paper, in CSV format, in files described in more detail in the README. All input files given during the gauge field generation,  in input_files.zip. These are compatible withthe Sp(2N) extension of HiRep. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10932403
 
Title Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-data release 
Description This release contains all data and metadata used to prepare the publications Topological susceptibility in Yang-Mills theories and Sp(2N) Yang-Mills theories on the lattice: scale setting and topology. Included are: The raw log output from the Wilson flow computation, as well as metadata describing the ensembles used, in `raw_data.zip`. These include all numbers used in the publication (aside from fit parameters) in plaintext form. The archive contains a separate `README.md` describing the layout of the data. All numbers included in the above logs, restructured into HDF5 format for convenience, in `datapackage.h5`. The data presented in all tables in both papers, in CSV format, as described in more detail below. Further details are given in the file README.md. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/6678410
 
Title Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-data release 
Description This release contains all data and metadata used to prepare the publications Topological susceptibility in Yang-Mills theories and Sp(2N) Yang-Mills theories on the lattice: scale setting and topology. Included are: The raw log output from the Wilson flow computation, as well as metadata describing the ensembles used, in `raw_data.zip`. These include all numbers used in the publication (aside from fit parameters) in plaintext form. The archive contains a separate `README.md` describing the layout of the data. All numbers included in the above logs, restructured into HDF5 format for convenience, in `datapackage.h5`. The data presented in all tables in both papers, in CSV format, as described in more detail below. Further details are given in the file README.md. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/6678411
 
Title Symplectic lattice gauge theories on Grid: approaching the conformal window---data release 
Description This is the data release relative to the paper "Symplectic lattice gauge theories on Grid: approaching the conformal window" (arXiv:2306.11649). It contains pre-analysed data that can be plotted, and raw data that can be analysed and plotted through the analysis code in doi:10.5281/zenodo.8136514. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact Other researchers might use this to reproduce our data as a starting point for their research. 
URL https://zenodo.org/record/8136452
 
Title Symplectic lattice gauge theories on Grid: approaching the conformal window---data release 
Description This is the data release relative to the paper "Symplectic lattice gauge theories on Grid: approaching the conformal window" (arXiv:2306.11649). It contains pre-analysed data that can be plotted, and raw data that can be analysed and plotted through the analysis code in doi:10.5281/zenodo.8136514. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact Other researchers will use this to reproduce our data. 
URL https://zenodo.org/record/8136451
 
Title HiRep-GPU 
Description HiRep simulation code with GPU acceleration 
Type Of Technology Software 
Year Produced 2026 
Open Source License? Yes  
Impact The GPU-enabled upgrade of the code is the result of a substantial multi-year research and development effort. The software is now fully compatible with GPU architectures (NVIDIA and AMD). The new implementation has been successfully deployed and benchmarked across a wide range of computing infrastructures, from local computing clusters to Tier-0 supercomputing facilities in the UK (e.g. Tursa and Tesseract) and internationally (e.g. LUMI). This development significantly improves the scalability and performance of large-scale lattice simulations. The software is expected to be used extensively within our international collaboration and by other research groups, including the TELOS collaboration, and more broadly by the lattice field theory community. The GPU-accelerated version of HiRep and its performance results have been published in: Drach, V., Martins, S., Pica, C., & Rago, A. (2026), High-performance simulations of higher representations of Wilson fermions, Computer Physics Communications, 110061. 
URL https://zenodo.org/doi/10.5281/zenodo.18960117
 
Title Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory---Code release 
Description This release contains the analysis workflow used to prepare the publication Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory, which is a Python code for performing the analysis and generating the plots and tables is uploaded to the GitHub repository: Data_release_Sp4_CB. See the README for details on running the code. It uses data from the corresponding data release on Zenodo. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10929538
 
Title Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory---Code release 
Description This release contains the analysis workflow used to prepare the publication Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory, which is a Python code for performing the analysis and generating the plots and tables is uploaded to the GitHub repository: Data_release_Sp4_CB. See the README for details on running the code. It uses data from the corresponding data release on Zenodo. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10929539
 
Title On the spectrum of mesons in quenched Sp(2N) gauge theories---Analysis workflow 
Description This repository contains the analysis code used to prepare the plots and tables included in On the spectrum of mesons in quenched Sp(2N) gauge theories. Full details on requirements and how to run the workflow can be found in the file README.md. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10932408
 
Description CERN masterclass (LHCb) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact International Masterclasses in particle physics give secondary school students the opportunity to discover the world of quarks and leptons for themselves, by performing measurements on real data from CERN, to meet active particle physics researchers, and to link up with like-minded students from other countries.
Physics at the most fundamental level - the smallest and most basic building blocks of matter - is an exotic world. But after a few introductory talks and working with data from CERN, the students will have gained insight in the fundamental matter particles and the forces between them. In the morning, the students will be introduced to particle physics, experiments and detectors in lectures given by active particle physics researchers. After having lunch with lecturers and tutors, they will work on their own with data from the LHC collider at CERN. Afterwards they are invited to a video conference where they will discuss and compare their results with students of other countries and with the moderators at CERN.
Year(s) Of Engagement Activity 2024,2025
 
Description Particle Therapy masterclass 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact he hands-on session of the particle therapy masterclass allows students to familiarize with innovative research methods and techniques for treating difficult forms of cancer tumours. For planning the cancer treatment, a specialised open source software toolkit, developed by the German Cancer Research Center, DKFZ, in Heidelberg, is used, which may employ photons, protons or carbon ions, depending on the specific case to be treated.
The full-day Masterclass agenda includes a wide range of activities with the aim of relating the basic research, carried out in research laboratories, to applications for society and cancer treatment. The morning sessions include presentations, also making use of videos or virtual visits to e.g. ALICE heavy-ion experiment at CERN or others. In the afternoon, the hands-on sessions allow students to prepare treatment planning for different cases. This is followed by a common video conference of all participants, moderated by GSI and DKFZ specialists. Students have the opportunity to discuss their results and to enjoy virtual visits to Particle Therapy sites (e.g. CNAO ion therapy facility in Italy, or GSI research centre in Germany, where carbon-ion therapy was pioneered in Europe).
Year(s) Of Engagement Activity 2025