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Welcome to the FCC-hh Physics Performance Documentation

Table of Contents

  1. Organisation
  2. Overview of goals and studies
  3. How to implement your FCC-hh study

Organisation

Meetings and communication

E-group for the FCC-hh P&P studies: [email protected]

To subscribe, go here.

Monthly meetings are planned for Thursdays, 4PM, CERN time, starting from mid October.

General e-group for FCC-hh studies and input to the European Strategy Update: [email protected].

Monthly general meetings on Mondays, ~4PM CERN time, starting from 30.09.2024.

A kick-off event for the FCC-hh effort was held on 03.09.2024, the agenda and slides are available here.

Coordinators

Please don't hesitate to reach out to us with any questions or feedback on this documentation.


Overview of goals and studies

The scope of this platform is to coordinate the effort of updating and extending the physics and performance studies for the proton-proton phase of the Future Circular Collider (FCC-hh), as input for the 2025 review of the European strategy for particle physics. The original Conceptual Design Report (CDR) has clearly established the primary targets and potential of the FCC-hh phase, but new aspects have emerged since then - such as the consideration of different center of mass energy operating points depending on the R&D progress of the required dipple magnets. One clear goal for the strategy update is therefore to review the key benchmark measurement prospects at the FCC-hh under this aspect. Furthermore, there is ample room to contribute physics studies that were not covered by the CDR, or updates of measurement prospects that might benefit from novel analysis techniques or the inclusion of additional channels. On the performance side, the major goal is to move towards a more full simulation approach, especially considering the impact of pile-up, in stand alone studies to solidify the assumptions on detector performance made by the physics studies.

We have collected a list of ongoing studies as well as ideas of areas below, but other inputs are welcome of course - please get in touch with us if you would like to join the FCC-hh effort with your idea. More explanation can also be found in these slides from the kick-off meeting.

Ongoing

  • Higgs self-coupling measurement prospects from di-Higgs production rates: Ongoing efforts in updating the projections in the $b\bar{b}\gamma\gamma$ as well as the $b\bar{b}\tau\tau$ channels. Projection for the rarer, more complex $b\bar{b}\ell\ell + E_{T}^{miss}$ is added.
  • ALPS study? TBC

Planned studies & ideas

  • Single Higgs measurements:

    • Extending $ttH$ measurement to the alternate operating scenarios, exploit $ttH/ttZ$ ratio to constrain $\kappa_t$, use as input to two-dimensional $]\kappa_\lambda vs \kappa_t$ constraints combining with self-coupling analyses
    • Include previously uncovered channels, e.g. $H \rightarrow WW, bb, cc, \tau\tau$. Opportunity to connect with a flavour tagging performance study.
  • Performance studies:

    • More realistic, full simulation tracker studies, e.g. applying ParticleNET, ACTs, including timing information for pile-up suppression, in order to solidify performance benchmarks used by physics studies

How to implement your FCC-hh study

Overview

Overview of technical workflow

Overview of the FCC-hh workflow. Click on the various steps for more information.

The typical technical workflow of a FCC-hh study is illustrated above. We rely on the software tools provided by the key4hep project - a common, turnkey software stack for future colliders.

Commonly generators like MadGraph and POWHEG are used for the generation of proton-proton collision events at energies ~ 100 TeV. Info about the PDF sets TBA. Those events are stored in the LHE format.

Hadronization, particle decays and a fast detector simulation using parametrizations for resolutions and efficiencies with DELPHES are applied in one step, resulting in reconstructed events stored in the EDM4hep data model. The available DELPHES scenarios for FCC-hh and where to find them are described in more detail below.

To process the EDM4hep events we use the common FCCAnalyses framework, providing multi-threaded vectorial analysis tools using ROOT's RDataframe class.

The output of FCCAnalyses framework can either be another (flat) ROOT ntuple, or simple histograms, which can be processed further in the standard ways, e.g. with multi-variate analysis (MVA) libraries, and in the final statistical interpretation with the combine statistics tool from the CMS collaboration.

More information, as well as hands-on examples for every one of these steps are given in the Quick Start Example section below.

Delphes scenarios for FCC-hh and official production campaigns

There are two current DELPHES cards available for the FCC-hh studies:

  • Scenario I: An optimistic scenario to study benchmarks reaching ultimate precision. Assumes LHC run 2 conditions with e.g. an ideal crystal calorimeter, b-tagging performances slightly better than with current CMS best performance with ParticleNet.
  • Scenario II: This is the baseline scenario based on the FCC-hh general purpose detector concept proposed in the CDR. Compared to the previous FCC-hh card used for the first iteration of FCC-hh physics and performance studies for the CDR this implements several bug fixes (e.g. accounting for electron bremsstrahlung, fixes to parametrization issues).

Click below to see more details on the two scenarios.

Comparison table Scenario I and II This table compares relative momentum resolutions and efficiencies for a few key physics objects between the two scenarios. Please note that the numbers quoted cover the total range of resolutions and efficiencies, so across all transverse momenta and pseudorapidity bins, including the forward regions up to pseudorapities of 6.
Relative p resolution Efficiency
Scenario I Scenario II Scenario I Scenario II
Electrons 0.4-1% 0.8-3% 76-95% 72-90%
Muons 0.5-3% 1-6% 90-99% 88-97%
Medium b-tagging 80-90% 76-86%
Overview of CDR detector concept Overview of technical workflow Overview of the FCC-hh baseline detector concept as proposed in the CDR. [Slide from M. Selvaggi]

A database of all large-scale productions of DELPHES events for FCC-hh studies can be found here. The up-to-date production campaign to use for studies for the 2025 European Strategy update will be using the production tag v06. All previous production campaigns are kept for legacy reasons, click below to see more details.

FCC-hh production tags
Production Tag Description
Delphes v0.2 Production for CDR studies, not using EDM4hep yet. Using original baseline DELPHES card (now outdated).
Delphes v0.3 Production for CDR studies, not using EDM4hep yet. Using original baseline DELPHES card (now outdated).
Delphes v0.4 First intermediate production switching to EDM4hep. Using original baseline DELPHES card (now outdated).
Delphes v0.5 Intermediate production using the updated DELPHES scenarios I and II, and pre-release EDM4hep in v0.
Delphes v0.6 Production for the strategy update 2025 studies - using DELPHES scenarios I and II, and EDM4hep in v1.

You can find the Delphes scenarios (and all their needed inputs) in the official DELPHES git repository as well as on eos under the path /eos/experiment/fcc/hh/utils/delphescards/, where they are sorted into subdirectories corresponding to the respective production tags.

Quick start example

Click on the steps below to see instructions and examples how to implement them.

**Step 1: LHE availability and generation** You can find all already generated processes in the LHE database for FCC-hh [under this link](https://fcc-physics-events.web.cern.ch/FCChh/LHEevents.php).
**Step 2: Fast simulation** **Describtion to be added**
**Step 3: Analysis with FCCAnalyses** **Describtion to be added**
**Step 4: Statistical interpretation with combine** **Describtion to be added**
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Further resources

Note: To be checked and updated!

Software tutorials

Useful repositories