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The Universe at Extreme Scales

Lead Research Organisation: Swansea University
Department Name: College of Science

Abstract

Research in particle physics and cosmology connects the largest scales, those of the Universe as a whole, with the smallest, namely those of fundamental particles. By trying to understand how the Universe evolved after the Big Bang, we may gain insight into which particles are yet to be discovered, e.g. at the Large Hadron Collider (LHC), and vice versa.

Concerning the early Universe, it is commonly understood that it underwent a period of rapid expansion, called inflation. However, many open questions remain. For instance, what is the mechanism of cosmological inflation, and, can we link inflation to quantum gravity, a theory that still eludes us? Interestingly, the recent observations of gravitational waves may provide a guide here. Inflation predicts a gravitational-wave background with properties depending on the details of the inflationary model. Hence if this background is observed, it may help us to further uncover details of the inflationary epoch after the Big Bang. Gravitational waves may also shed light on other puzzles, namely those related to dark energy and dark matter. Again, possible alternative theories to Einstein's general theory of gravity, which are designed to solve the dark energy/matter puzzles, may leave their imprint in gravitational waves.

In contrast to this, the LHC probes the smallest length scales, by colliding protons and nuclei at very high energies. In order to test the Standard Model (SM), our current highly successful theory of elementary particles, to the extreme, it is necessary to compute SM processes to high precision, and make predictions of physics beyond the Standard Model (BSM). The former can be done using advanced techniques which go beyond the usual Feynman diagrams. For the latter, one may take the viewpoint that the SM is an effective field theory (EFT), valid up to a certain energy scale only. To understand which novel BSM interactions can give rise to the SM at low energies, without conflicting with high-precision tests from the LHC, is an outstanding challenge. Two main classes of candidate theories are so-called near-conformal gauge theories and Composite Higgs models, which both give rise to electroweak symmetry breaking and a light Higgs boson. They may even provide dark matter candidates.

These theories have a commonality with the theory of quarks and gluons, Quantum Chromodynamics (QCD), namely that they are strongly interacting. This implies that they cannot be solved easily analytically, but are amenable to numerical simulations on high-performance computing facilities. The study of QCD provides a link between the physics of the early Universe and elementary particles. Namely, as the Universe cooled down after the Big Bang, it underwent a series of phase transitions. During one of those, quarks and gluons combined into hadrons, i.e. the particles we observe today. The QCD phase transition is currently being explored at the LHC, by colliding heavy ions, motivating quantitative predictions on how the QCD spectrum changes with temperature. In fact, even understanding the QCD spectrum in vacuum is still partly unsolved and may guide toward BSM physics.

Quantum field theories (QFTs) describes physical processes across a vast range of energy scales, from fundamental interactions, as mentioned above, to low-dimensional and condensed matter systems. Many new phenomena and the detailed structure of QFTs are anticipated to lie beyond the confines of traditional perturbative methods or numerical simulations. Dualities provide links between hitherto unrelated theories, making tractable questions previously considered to be out of reach. With new dualities being discovered, the richness of QFT is larger than naively expected. Similarly, dynamics out of thermal equilibrium, the process of thermalisation, or the evolution of quantum information, relevant for black hole dynamics, benefits from new approaches, some of which are motivated by quantum information theory.

Planned Impact

Research carried out by the Swansea and Plymouth groups has significant impact, transforming people, the economy, knowledge, and society.

People - As part of our research programme, we train and supervise postgraduate students, funded by STFC or otherwise. This allows our students to develop a wide range of technical, numerical and problem-solving skills, which prepares them for employment, in academia, industry or elsewhere. The Swansea group is part of the STFC Centre for Doctoral Training (CDT) on Data-Intensive Science, jointly with Bristol and Cardiff. Via the CDT, we have ample contacts with external and industrial partners, including large international companies, locally based SMEs, and government partners. Networking and training activities by the CDT are generally open to non-CDT students as well.

Economy - Engagement with external stakeholders is delivered in various ways. The Environmental Futures & Big Data Impact Lab, recently set up in Devon, is a £6.4m part-funded ERDF project delivered by the Universities of Exeter and Plymouth, and other institutions in the Southwest. The central goal is to facilitate academics to work with Devon based SMEs, on projects involving big data and safeguarding the environment. The Plymouth team contributes to the management of the Impact Lab and advises on shaping the Big Data science group.

Research on lattice simulations of dynamics beyond the Standard Model (BSM) led to the development of BSMBench, an HPC benchmarking suite. BSMBench provides an overarching software benchmarking suite which can test the response of computing systems in a wide range of working environments. The impact of this work includes the creation of a start-up company, documented use from IBM in their supercomputers and a publication in the world's most read Linux magazine, making real impact in a global industry.

Knowledge - The Swansea lattice group is heavily involved with Supercomputing Wales, a new £15M investment by the European Regional Development Fund. It has a particular mission to create highly-skilled research jobs and build collaborative partnerships with the region's industries. This exciting initiative provides a step change in supercomputing-enabled research and development in Wales. A related initiative is the Swansea Academy for Advanced Computing (SA2C), which provides researchers based in Swansea with training and support from dedicated Research Software Engineers, enabling a continuous exchange of knowledge and sharing of best practice.

High-performance computing activities in Plymouth are organised via the HPC Centre. The lattice group share their HPC expertise on the HPC cluster with new users. The group has developed a series of Courses for Professional Development (CPD) aimed both at academia and private sector to extend the usage of these tools and facilities also outside the current core areas.

Society - The Swansea and Plymouth groups are very active in public engagement and outreach, with the aim to inform the general public and inspire younger people to take up science during their education.

Swansea University's Oriel Science has an established record of creative, inspirational and impactful public engagement. Since the launch in September 2016, we have interacted with over 40,000 people, including 17,000 in our city-centre pop-up, and received nearly £500k funding from Welsh Government, SU, STFC and EPSRC. We are currently establishing a permanent Oriel Science venue in the city centre.

Besides this, both groups run regular activities for school pupils and the general audience, including Physics Christmas Lectures, Particle Physics Masterclasses, astronomy shows in the Plymouth Planetarium, and the Festival of Physics. The Swansea group will launch, in March 2019, the annual David Olive Distinguished Lecture series, with Robert Dijkgraaf, Director of IAS Princeton, as inaugural speaker.

Publications

10 25 50

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Aidelsburger M (2021) Cold atoms meet lattice gauge theory

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García-Mascaraque S (2021) Meson thermal masses at different temperatures

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Elander D (2021) Dilatonic states near holographic phase transitions in Physical Review D

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Aarts G (2021) Theory of hot matter and relativistic heavy-ion collisions (THOR) in The European Physical Journal A

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Elander D (2021) Light dilaton in a metastable vacuum in Physical Review D

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Legramandi A (2021) All $$ \mathcal{N} $$ = (8, 0) AdS3 solutions in 10 and 11 dimensions in Journal of High Energy Physics

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Akhond M (2021) Electrostatic description of 3d $$ \mathcal{N} $$ = 4 linear quivers in Journal of High Energy Physics

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Tasinato G (2021) Gravitational-wave cosmological distances in scalar-tensor theories of gravity in Journal of Cosmology and Astroparticle Physics

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Hollowood T (2021) Islands in the stream of Hawking radiation in Journal of High Energy Physics

 
Description Duality Geometry and spacetime
Amount € 393,800 (EUR)
Funding ID G006119N 
Organisation Research Foundation - Flanders (FWO) 
Sector Charity/Non Profit
Country Belgium
Start 01/2018 
End 12/2021
 
Description Duality and integrability in string theory
Amount £88,147 (GBP)
Funding ID RS\EA\180176 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2018 
End 09/2021
 
Description Generalised Dualities in String Theory and Holography
Amount £436,629 (GBP)
Funding ID URF150185 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 01/2017 
End 12/2022
 
Description Generalised dualities, resurgence and integrability
Amount £87,909 (GBP)
Funding ID RS\R1\180087 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2018 
End 09/2021
 
Description Reproducible analysis frameworks in Lattice Field Theory and STFC-enabled computational research in Wales
Amount £613,610 (GBP)
Funding ID EP/V052489/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 06/2021 
End 06/2026
 
Description Spectroscopy of multi-quark states and heavy quarkonia
Amount £93,000 (GBP)
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 03/2022 
End 03/2024
 
Title Dataset and scripts for "Non-zero temperature study of spin 1/2 charmed baryons using lattice gauge theory" 
Description charmJ12Scripts A set of scripts and folders to reproduce the analysis and plots in the spin 1/2 charm baryon paper which can be found at [SOON]. This repository includes the raw correlator data, the scripts and software used to analyse them as well as a script which can be run in order to reproduce the entire analysis, and particularly the figures in the manuscript. correlators Correlators from openqcd-fastsum-hadspec are zipped in the correlators folder. These are unzipped automatically by the script. The correlators are plain text files. output Analysis output is placed here. You do not need to look here in order to see the figures in the paper code The python code and scripts that do the analysis. There is some modularity here with the libraries in the lib folder paperPlots The plots from the paper will be generated here. They are not supplied with this repo as they can be found in the paper plotXYData The x-y and y-error data of each plot in the paper. Only 'scatter' style data is included. This is generated by the run script, but also supplied herein. It will be overwritten by the runscript run The folder where the main script needed to run all the analysis is. Conda Notes Install your favourite conda solution, such as https://docs.conda.io/en/latest/miniconda.html Switch to a faster environment solver This is optional, but likely will solve the dependencies much much faster. See https://www.anaconda.com/blog/a-faster-conda-for-a-growing-community conda update -n base conda conda install -n base conda-libmamba-solver conda config --set solver libmamba Install Environment conda env create -f environment.yml Activate/Use conda activate charm Update (w. new packages) Edit environment.yml Deactivate conda environment with conda deactivate Update conda environment with conda env update -f=environment.yml 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL https://zenodo.org/record/8273591
 
Title Dataset and scripts for "Non-zero temperature study of spin 1/2 charmed baryons using lattice gauge theory" 
Description charmJ12Scripts A set of scripts and folders to reproduce the analysis and plots in the spin 1/2 charm baryon paper which can be found at [SOON]. This repository includes the raw correlator data, the scripts and software used to analyse them as well as a script which can be run in order to reproduce the entire analysis, and particularly the figures in the manuscript. correlators Correlators from openqcd-fastsum-hadspec are zipped in the correlators folder. These are unzipped automatically by the script. The correlators are plain text files. output Analysis output is placed here. You do not need to look here in order to see the figures in the paper code The python code and scripts that do the analysis. There is some modularity here with the libraries in the lib folder paperPlots The plots from the paper will be generated here. They are not supplied with this repo as they can be found in the paper plotXYData The x-y and y-error data of each plot in the paper. Only 'scatter' style data is included. This is generated by the run script, but also supplied herein. It will be overwritten by the runscript run The folder where the main script needed to run all the analysis is. Conda Notes Install your favourite conda solution, such as https://docs.conda.io/en/latest/miniconda.html Switch to a faster environment solver This is optional, but likely will solve the dependencies much much faster. See https://www.anaconda.com/blog/a-faster-conda-for-a-growing-community conda update -n base conda conda install -n base conda-libmamba-solver conda config --set solver libmamba Install Environment conda env create -f environment.yml Activate/Use conda activate charm Update (w. new packages) Edit environment.yml Deactivate conda environment with conda deactivate Update conda environment with conda env update -f=environment.yml 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL https://zenodo.org/record/8273915
 
Title Dataset and scripts for "Non-zero temperature study of spin 1/2 charmed baryons using lattice gauge theory" 
Description charmJ12Scripts A set of scripts and folders to reproduce the analysis and plots in the spin 1/2 charm baryon paper which can be found at [SOON]. This repository includes the raw correlator data, the scripts and software used to analyse them as well as a script which can be run in order to reproduce the entire analysis, and particularly the figures in the manuscript. correlators Correlators from openqcd-fastsum-hadspec are zipped in the correlators folder. These are unzipped automatically by the script. The correlators are plain text files. output Analysis output is placed here. You do not need to look here in order to see the figures in the paper code The python code and scripts that do the analysis. There is some modularity here with the libraries in the lib folder paperPlots The plots from the paper will be generated here. They are not supplied with this repo as they can be found in the paper plotXYData The x-y and y-error data of each plot in the paper. Only 'scatter' style data is included. This is generated by the run script, but also supplied herein. It will be overwritten by the runscript run The folder where the main script needed to run all the analysis is. Conda Notes Install your favourite conda solution, such as https://docs.conda.io/en/latest/miniconda.html Switch to a faster environment solver This is optional, but likely will solve the dependencies much much faster. See https://www.anaconda.com/blog/a-faster-conda-for-a-growing-community conda update -n base conda conda install -n base conda-libmamba-solver conda config --set solver libmamba Install Environment conda env create -f environment.yml Activate/Use conda activate charm Update (w. new packages) Edit environment.yml Deactivate conda environment with conda deactivate Update conda environment with conda env update -f=environment.yml 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL https://zenodo.org/record/8273590
 
Title Dataset and scripts for "Non-zero temperature study of spin 1/2 charmed baryons using lattice gauge theory" 
Description charmJ12Scripts A set of scripts and folders to reproduce the analysis and plots in the spin 1/2 charm baryon paper which can be found at [SOON]. This repository includes the raw correlator data, the scripts and software used to analyse them as well as a script which can be run in order to reproduce the entire analysis, and particularly the figures in the manuscript. correlators Correlators from openqcd-fastsum-hadspec are zipped in the correlators folder. These are unzipped automatically by the script. The correlators are plain text files. output Analysis output is placed here. You do not need to look here in order to see the figures in the paper code The python code and scripts that do the analysis. There is some modularity here with the libraries in the lib folder paperPlots The plots from the paper will be generated here. They are not supplied with this repo as they can be found in the paper plotXYData The x-y and y-error data of each plot in the paper. Only 'scatter' style data is included. This is generated by the run script, but also supplied herein. It will be overwritten by the runscript run The folder where the main script needed to run all the analysis is. Conda Notes Install your favourite conda solution, such as https://docs.conda.io/en/latest/miniconda.html Switch to a faster environment solver This is optional, but likely will solve the dependencies much much faster. See https://www.anaconda.com/blog/a-faster-conda-for-a-growing-community conda update -n base conda conda install -n base conda-libmamba-solver conda config --set solver libmamba Install Environment conda env create -f environment.yml Activate/Use conda activate charm Update (w. new packages) Edit environment.yml Deactivate conda environment with conda deactivate Update conda environment with conda env update -f=environment.yml 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL https://zenodo.org/record/8275973
 
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  
URL https://zenodo.org/record/8124749
 
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  
URL https://zenodo.org/record/8124748
 
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 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 Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology - data release 
Description This release contains all data used to prepare the publication Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology. Included are: The raw log output from the simulations and computed persistence images for the analysis in Section IV.B of the paper in 'raw_data.zip'. The values of the action and Polyakov loop from the above logs, along with the persistence images restructured into netCDF4 format for convenience, in the files 'Nt=*_Ns=*_pis_actions_polyakovs.nc'. The values of the observable m_2 (as defined in the paper) for configurations for the twisted boundary conditions analysis in netCDF4 format in 'Nt=4_Ns=12_16_20_m2.nc'. The example persistence diagrams used in the paper in netCDF4 format in 'Nt=4_Ns=12_example_pds.nc'. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://zenodo.org/record/7060073
 
Title Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology - data release 
Description This release contains all data used to prepare the publication Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology. Included are: The raw log output from the simulations and computed persistence images for the analysis in Section IV.B of the paper in 'raw_data.zip'. The values of the action and Polyakov loop from the above logs, along with the persistence images restructured into netCDF4 format for convenience, in the files 'Nt=*_Ns=*_pis_actions_polyakovs.nc'. The values of the observable m_2 (as defined in the paper) for configurations for the twisted boundary conditions analysis in netCDF4 format in 'Nt=4_Ns=12_16_20_m2.nc'. The example persistence diagrams used in the paper in netCDF4 format in 'Nt=4_Ns=12_example_pds.nc'. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://zenodo.org/record/7060072
 
Title RJaBi/charmBaryonData: Version 1, Draft 1 
Description Charm Baryon Data This repository contains the data and plot-input files required to reproduce the figures in the charm parity paper Conda instructions: Install Environment conda env create -f environment.yml Activate/Use conda activate charm Update (w. new packages) Edit environment.yml Deactivate conda environment with conda deactivate Update conda environment with conda env update -f=environment.yml Run Instructions: change the scriptDir variable in main.sh and parityRatioRun.sho to where you have cloned the script repository https://github.com/RJaBi/charmBaryonScripts ensure that main.sh is executable (i.e. chmod o+x main.sh) This is neccessary for the subscript that runs the fits to work activate the charm conda environment Run Figures 1, 5-14 via ./main.sh This will likely take up to ~12 hours as it does all the fits Once the fits are made, the process is much quicker as the fits are saved Run Figures 2-4 via running parityRatioRun.sh This will likely take 12+ hours running the parityRatio plots off is slow, the inflection points are quick If you are doing this without running main.sh, you will need to make sure parityRatioRun unzip's the correlators The output will be in output/ but the figures actually used in the paper will be copied into paperPlots/ The input files for the fits are in baseToml. They are copied and modified by the run_fits script such that all combinations of operator, quarks and temperatures are done from the smaller subset of template toml files. Other input files are complete, based upon the relative paths defined. These are in completeToml Figure Details Figure 1 Plots the correlators plotG.py Figures 2-4 Does the parity-doubling R-ratio analysis gvarParityRatio.py plotInflectionPoints.py Figures 5-8 Does fits to the correlators and model averages simpleFit.py Figure 9 Plots the spectrum of masses against experiment plotSpectrum.py Figures 10-13 Plots the spectrum of masses as a function of temperature simplePlotEMP.py Figure 14 Considers the Gell-Mann-Okubo relation GellMannOkubo.py 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://zenodo.org/record/7267251
 
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  
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  
URL https://zenodo.org/record/8136451
 
Title Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory - Data Release 
Description This release contains data used to prepare the publication X. Crean, J. Giansiracusa and B. Lucini, Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory (2024). There exists an accompanying software release that explains in detail how to extract and use the compressed data files on a Linux distribution (or compatible environment). 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10806045
 
Title Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory - Data Release 
Description This release contains data used to prepare the publication X. Crean, J. Giansiracusa and B. Lucini, Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory (2024). There exists an accompanying software release that explains in detail how to extract and use the compressed data files on a Linux distribution (or compatible environment). 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10806046
 
Description EUCLID 
Organisation UK Space Agency
Department Euclid Consortium
Country France 
Sector Charity/Non Profit 
PI Contribution Tasinato has joined the Euclid Collaboration for investigating cross-correlations between large-scale structure and GW measurements.
Collaborator Contribution Euclid is a large international collaboration, designed to explore the evolution of the dark Universe.
Impact No direct outcomes yet.
Start Year 2021
 
Description Einstein Telescope 
Organisation European Commission
Department Einstein Telescope
Country European Union (EU) 
Sector Public 
PI Contribution Tasinato and Zavala both joined the Einstein Telescope Consortium aiming to study models of cosmology that can be probed at ground- based GW frequencies.
Collaborator Contribution The Einstein Telescope is a large international advanced gravitational-wave observatory, currently in the planning stage.
Impact no outcomes yet
Start Year 2022
 
Description Europlex 
Organisation Marie Sklodowska-Curie Actions
Department Initial Training Networks (ITN)
Country Global 
Sector Charity/Non Profit 
PI Contribution Management board
Collaborator Contribution PI based in Parma
Impact In progress
Start Year 2018
 
Description LISA 
Organisation European Space Agency
Department LISA/Pathfinder
Country France 
Sector Public 
PI Contribution Tasinato was invited to join the international Science Investigation Working Package in the LISA collaboration, specifically for developing tests of gravitational interactions with gravitational waves (GW). So far he coordinated two projects within the LISA Cosmology Working Group, aimed to test theories of gravity with LISA, involving several collaborators at the international level.
Collaborator Contribution LISA is a space mission led by ESA with contributions from NASA and many ESA member states.
Impact 5 publications by Tasinato in the LISA working group in the grant period
Start Year 2020
 
Description STFC CDT on Data-Intensive Science 
Organisation Cardiff University
Country United Kingdom 
Sector Academic/University 
PI Contribution Studentship in this CDT
Collaborator Contribution Training and placement
Impact Training, skills development, placement at industrial partner
Start Year 2017
 
Description STFC CDT on Data-Intensive Science 
Organisation University of Bristol
Country United Kingdom 
Sector Academic/University 
PI Contribution Studentship in this CDT
Collaborator Contribution Training and placement
Impact Training, skills development, placement at industrial partner
Start Year 2017
 
Description STFC CDT on Data-Intensive Science 
Organisation We Predict Ltd
Country United Kingdom 
Sector Private 
PI Contribution Studentship in this CDT
Collaborator Contribution Training and placement
Impact Training, skills development, placement at industrial partner
Start Year 2017
 
Title First-order phase transitions in Yang-Mills theories and the density of state method --- HiRep LLR Code v1.0.0 
Description The is repository contains an old version of HiRep (https://github.com/claudiopica/HiRep) modified for the heatbath LLR algorthim. A version of this based on a newer version of HiRep is in progress. This repository contains the code for the LLR method used in the 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. 
Type Of Technology Software 
Year Produced 2023 
URL https://zenodo.org/record/8134756
 
Title First-order phase transitions in Yang-Mills theories and the density of state method --- HiRep LLR Code v1.0.0 
Description The is repository contains an old version of HiRep (https://github.com/claudiopica/HiRep) modified for the heatbath LLR algorthim. A version of this based on a newer version of HiRep is in progress. This repository contains the code for the LLR method used in the 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. 
Type Of Technology Software 
Year Produced 2023 
URL https://zenodo.org/record/8134755
 
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 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 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
 
Title Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology - analysis workflow 
Description This repository contains the analysis code used to prepare the plots and results included in Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology. The analysis code is split into two Jupyter notebooks: 'twist_analysis.ipynb' and 'knn_analysis.ipynb', covering the Sections IV.A and IV.B of the paper respectively. Additionally, the repository contains some saved calculations in 'intermediate_data.zip' that greatly speed up the computations if the original seeds are used. Running all the code with this intermediate data will take less than a minute, and running it without will take several hours. There is also other useful code including that used to compute the persistent homology of configurations and that used to package the data into netCDF4 format. Further details are given in the file 'README.md'. 
Type Of Technology Software 
Year Produced 2022 
Open Source License? Yes  
URL https://zenodo.org/record/7060223
 
Title Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology - analysis workflow 
Description This repository contains the analysis code used to prepare the plots and results included in Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology. The analysis code is split into two Jupyter notebooks: 'twist_analysis.ipynb' and 'knn_analysis.ipynb', covering the Sections IV.A and IV.B of the paper respectively. Additionally, the repository contains some saved calculations in 'intermediate_data.zip' that greatly speed up the computations if the original seeds are used. Running all the code with this intermediate data will take less than a minute, and running it without will take several hours. There is also other useful code including that used to compute the persistent homology of configurations and that used to package the data into netCDF4 format. Further details are given in the file 'README.md'. 
Type Of Technology Software 
Year Produced 2022 
Open Source License? Yes  
URL https://zenodo.org/record/7060224
 
Title Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-analysis workflow 
Description Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-analysis workflow This repository contains the analysis code used to prepare the plots and tables included in Topological susceptibility in Yang-Mills theories and Sp(2N) Yang-Mills theories on the lattice: scale setting and topology. Further details are given in the file README.md. 
Type Of Technology Software 
Year Produced 2022 
URL https://zenodo.org/record/6685967
 
Title Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-analysis workflow 
Description This repository contains the analysis code used to prepare the plots and tables included in Topological susceptibility in Yang-Mills theories and Sp(2N) Yang-Mills theories on the lattice: scale setting and topology. Further details are given in the file README.md. Version history: v1.1.0 This version; updates plots in response to referee's comments v1.0.0 Initial version as submitted to PRD 
Type Of Technology Software 
Year Produced 2022 
URL https://zenodo.org/record/7260975
 
Title Sp(2N) Yang-Mills theories on the lattice: scale setting and topology-analysis workflow 
Description This repository contains the analysis code used to prepare the plots and tables included in Topological susceptibility in Yang-Mills theories and Sp(2N) Yang-Mills theories on the lattice: scale setting and topology. Further details are given in the file README.md. Version history: v1.1.0 This version; updates plots in response to referee's comments v1.0.0 Initial version as submitted to PRD 
Type Of Technology Software 
Year Produced 2022 
URL https://zenodo.org/record/6685966
 
Title Symplectic lattice gauge theories on Grid: approaching the conformal window-analysis code 
Description This is the analysis code that has been used to analyse and plot the data for the paper 'Symplectic lattice gauge theories on Grid: approaching the conformal window' (arXiv:2306.11649). 
Type Of Technology Software 
Year Produced 2023 
Open Source License? Yes  
URL https://zenodo.org/record/8136514
 
Title Symplectic lattice gauge theories on Grid: approaching the conformal window-analysis code 
Description This is the analysis code that has been used to analyse and plot the data for the paper 'Symplectic lattice gauge theories on Grid: approaching the conformal window' (arXiv:2306.11649). 
Type Of Technology Software 
Year Produced 2023 
Open Source License? Yes  
URL https://zenodo.org/record/8136513
 
Title Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory - Monte Carlo and Analysis Code Release 
Description This repository accompanies the paper X. Crean, J. Giansiracusa and B. Lucini, Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory (2024). It is stored in the file `comp_u1_mon_tda-1.0.0.tar.gz` which must be extracted using a Linux distribution or compatible environment. The file `comp_u1_mon_tda-1.0.0.zip` is also included for convenience. For more details, see the `README.md` file.  The code contained within this repository is split into two major components: Simulation code to generate U(1) lattice gauge field configurations via Monte Carlo simulation (largely written in C), Analysis code to produce results and figures from the paper (written in Python). Within the extracted repository, there exists a more detailed set of instructions explaining how to use the code and accompanying dataset. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10806185
 
Title Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory - Monte Carlo and Analysis Code Release 
Description This repository accompanies the paper X. Crean, J. Giansiracusa and B. Lucini, Topological Data Analysis of Monopoles in U(1) Lattice Gauge Theory (2024). It is stored in the file `comp_u1_mon_tda-1.0.0.tar.gz` which must be extracted using a Linux distribution or compatible environment. The file `comp_u1_mon_tda-1.0.0.zip` is also included for convenience. For more details, see the `README.md` file.  The code contained within this repository is split into two major components: Simulation code to generate U(1) lattice gauge field configurations via Monte Carlo simulation (largely written in C), Analysis code to produce results and figures from the paper (written in Python). Within the extracted repository, there exists a more detailed set of instructions explaining how to use the code and accompanying dataset. 
Type Of Technology Software 
Year Produced 2024 
Open Source License? Yes  
URL https://zenodo.org/doi/10.5281/zenodo.10806184
 
Description Oriel Science 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Oriel Science brings science to the community through exhibits, workshops and talks. Our innovative project uses Swansea University's research to show how important science, technology and innovation are to your everyday lives. We engage and excite school students inspiring them to become the next generation of scientists, technicians and engineers. We make science come alive!
Year(s) Of Engagement Activity 2020,2021,2022,2023,2024
URL https://www.orielscience.co.uk/
 
Description Particle Physics Masterclass 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Particle Physics Masterclass, for A-levels students in the region.
Year(s) Of Engagement Activity 2020,2021,2022,2023