2019:groups:tools:start
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2019:groups:tools:start [2019/06/22 18:02] roberto.ruiz_de_austri [Session 2] |
2019:groups:tools:start [2019/07/25 12:28] (current) andy.buckley |
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| ====== Les Houches 2019 Tools and Monte-Carlo Working Group ====== | ====== Les Houches 2019 Tools and Monte-Carlo Working Group ====== | ||
| - | * **List of Participants** (Accessible only to resgistered participants) | + | * **List of Participants** (Accessible only to registered participants) |
| *[[2019:participants:mc_s1|Present in Les Houches in session 1]] | *[[2019:participants:mc_s1|Present in Les Houches in session 1]] | ||
| *[[2019:participants:mc_s2|Present in Les Houches in session 2]] | *[[2019:participants:mc_s2|Present in Les Houches in session 2]] | ||
| Line 29: | Line 29: | ||
| ==== Session 2 ==== | ==== Session 2 ==== | ||
| + | |||
| + | // Conveners: Andy Buckley & Benjamin Fuks // | ||
| * [[2019:groups:tools:prelhbsm | Ideas before LH ]] | * [[2019:groups:tools:prelhbsm | Ideas before LH ]] | ||
| Line 36: | Line 38: | ||
| // Please add your name to the projects you are interested in contributing to: // | // Please add your name to the projects you are interested in contributing to: // | ||
| - | * [[2019:groups:tools:likelihoods|Likelihood construction and applications]] | + | * [[2019:groups:tools:likelihoods|Correlated likelihood construction and applications]] |
| + | * [[2019:groups:tools:correlations | Orthogonality of analyses' signal regions ]] | ||
| * [[2019:groups:tools:recastcmp|Recasting/fastsim tool & method comparisons]] | * [[2019:groups:tools:recastcmp|Recasting/fastsim tool & method comparisons]] | ||
| - | * [[2019:groups:tools:searchmeas|Search/measurement compatibility]] | + | * [[2019:groups:tools:searchmeas|Search/measurement compatibility and complementarity]] |
| - | * [[2019:groups:tools:interop|Reinterpretation tool interoperability]] | + | * [[2019:groups:tools:interop|Reinterpretation tool interoperability / universal recasting tool]] |
| * [[2019:groups:tools:llp|Long-lived particle recasting]] | * [[2019:groups:tools:llp|Long-lived particle recasting]] | ||
| + | * [[2019:groups:tools:dilep|Dilepton interference in searches]] | ||
| * [[2019:groups:tools:adl|Analysis description languages]] | * [[2019:groups:tools:adl|Analysis description languages]] | ||
| - | * [[2019:groups:tools:correlations | Correlations between signal regions of analyses ]] | ||
| - | * [[2019:groups:tools:MLregression| ML : Regression and Classification]] | ||
| + | * ML projects are located in the [[2019:participants:start|participants-only section]] | ||
| - | == Contur == | ||
| - | If you are interested in a session on learning to install and run Contur please sign up [[2019:groups:tools:contur|here]] and we will schedule something early in the week. | ||
| == Reinterpretation Forum statement == | == Reinterpretation Forum statement == | ||
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| * CMS open data portal: http://opendata.cern.ch/docs/about-cms | * CMS open data portal: http://opendata.cern.ch/docs/about-cms | ||
| - | == Machine Learning: Regression and classification == | + | == Machine Learning: all projects == |
| - | === Library of regression and classification networks | + | see protected pages |
| - | Keras/Tensorflow and Scikit-learn to start | + | |
| - | Library of Training data, maybe connected to hep-data (database) | + | |
| - | + | ||
| - | Train regression on the following: | + | |
| - | - electroweak cross-section in pMSSM19 (DeepXs, ...) | + | |
| - | - cross sections Wprime, Zprime (how many dimensions?) | + | |
| - | - Doublet Higgs model (6 dim) | + | |
| - | + | ||
| - | Train likelihoods: | + | |
| - | - global fits Gambit Xenoda data (train on likehoods on different observables, e.g. only colliderbit) | + | |
| - | - Higgs model with many nuisance parameters (100?) | + | |
| - | + | ||
| - | Train on observables: | + | |
| - | - example relic density | + | |
| - | + | ||
| - | Train on reconstruction efficiencies: | + | |
| - | - LLSps | + | |
| - | + | ||
| - | (want to share code for the networks...) | + | |
| - | + | ||
| - | + | ||
| - | Output: | + | |
| - | - git repositories for networks | + | |
| - | - Xenodo data | + | |
| - | - talk with hepdata | + | |
| - | - paper | + | |
| - | - prototype code for the network library | + | |
| - | + | ||
| - | + | ||
| - | Other info: | + | |
| - | - How to sample ? Depends on goal, proposed active learning etc. | + | |
2019/groups/tools/start.1561219348.txt.gz · Last modified: 2019/06/22 18:02 by roberto.ruiz_de_austri
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