Towards a generic implementation of matrix-element maximisation as a classifier in particle physics | Paper Citation Record

Observation 3b59c5f0-095f-4387-97f2-a96f49623735 · outbound

This paper cites Dynamical Likelihood Method for Reconstruction of Events With Missing Momentum. 1: Method and Toy Models,.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Dynamical Likelihood Method for Reconstruction of Events With Missing Momentum. 1: Method and Toy Models,

Reference 1

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Observation f0f9b067-5d4a-41d5-890e-5592fd9236a7 · outbound

This paper cites A Precision Measurement of the Mass of the Top Quark.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A Precision Measurement of the Mass of the Top Quark

Reference 2

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Automation of the matrix element reweighting method

Reference 3

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Machine Learning in High Energy Physics Community White Paper

Reference 4

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This paper cites MadMiner: Machine learning-based inference for particle physics.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics MadMiner: Machine learning-based inference for particle physics

Reference 5

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Observation 07c76fa4-980d-49cd-9759-80389f68961d · outbound

This paper cites James, Y.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics James, Y

Reference 6

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This paper cites Maximum Significance at the LHC and Higgs Decays to Muons.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Maximum Significance at the LHC and Higgs Decays to Muons

Reference 7

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This paper cites The Matrix Element Method and QCD Radiation.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The Matrix Element Method and QCD Radiation

Reference 8

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This paper cites Measuring Sparticles with the Matrix Element.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Measuring Sparticles with the Matrix Element

Reference 9

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This paper cites Polishing a shiny Higgs with matrix elements.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Polishing a shiny Higgs with matrix elements

Reference 10

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This paper cites Unravelling $t\bar{t}h$ via the matrix element method.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Unravelling $t\bar{t}h$ via the matrix element method

Reference 11

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This paper cites Measuring the mass, width, and couplings of semi-invisible resonances with the Matrix Element Method.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Measuring the mass, width, and couplings of semi-invisible resonances with the Matrix Element Method

Reference 12

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This paper cites Finding physics signals with shower deconstruction.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Finding physics signals with shower deconstruction

Reference 13

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This paper cites Finding top quarks with shower deconstruction.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Finding top quarks with shower deconstruction

Reference 14

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This paper cites Standard Model Higgs boson pair production in the $(b\bar{b})(b\bar{b})$ final state.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Standard Model Higgs boson pair production in the $(b\bar{b})(b\bar{b})$ final state

Reference 15

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This paper cites Quark-Gluon tagging with Shower Deconstruction: Unearthing dark matter and Higgs couplings.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Quark-Gluon tagging with Shower Deconstruction: Unearthing dark matter and Higgs couplings

Reference 16

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This paper cites The Matrix Element Method at Next-to-Leading Order.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The Matrix Element Method at Next-to-Leading Order

Reference 17

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This paper cites Finding the Higgs boson in decays to Z gamma using the matrix element method at Next-to-Leading Order.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Finding the Higgs boson in decays to Z gamma using the matrix element method at Next-to-Leading Order

Reference 18

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This paper cites Extending the Matrix Element Method beyond the Born approximation: Calculating event weights at next-to-leading order accuracy.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Extending the Matrix Element Method beyond the Born approximation: Calculating event weights at next-to-leading order accuracy

Reference 19

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This paper cites Constraining anomalous Higgs boson couplings to the heavy flavor fermions using matrix element techniques.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Constraining anomalous Higgs boson couplings to the heavy flavor fermions using matrix element techniques

Reference 20

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This paper cites The Matrix Element Method at next-to-leading order QCD for hadronic collisions: Single top-quark production at the LHC as an example application.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The Matrix Element Method at next-to-leading order QCD for hadronic collisions: Single top-quark production at the LHC as an example application

Reference 21

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This paper cites Matrix Element Method at NLO for (anti-)$\mathbf{k_t}$-jet algorithms.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Matrix Element Method at NLO for (anti-)$\mathbf{k_t}$-jet algorithms

Reference 22

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This paper cites Finding physics signals with event deconstruction.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Finding physics signals with event deconstruction

Reference 23

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Measuring the Higgs-bottom coupling in weak boson fusion

Reference 24

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This paper cites HYTREES: Combining Matrix Elements and Parton Shower for Hypothesis Testing.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics HYTREES: Combining Matrix Elements and Parton Shower for Hypothesis Testing

Reference 25

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Reconstructing the invisible with matrix elements

Reference 26

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This paper cites The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations

Reference 27

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics No free lunch theorems for optimization,

Reference 28

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This paper cites The NLopt nonlinear-optimization package.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The NLopt nonlinear-optimization package

Reference 29

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A controlled random search procedure for global optimisation,

Reference 30

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Global optimization by controlled random search,

Reference 31

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Some variants of the controlled random search algorithm for global optimization,

Reference 32

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Lipschitzian optimization without the lipschitz constant,

Reference 33

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A locally-biased form of the direct algorithm,

Reference 34

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Stochastic global optimization methods part i: Clustering methods,

Reference 35

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Stochastic global optimization methods part ii: Multi level methods,

Reference 36

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Application of deterministic low-discrepancy sequences in global optimization,

Reference 37

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This paper cites https://doi.org/10.1007/BF02592071.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics https://doi.org/10.1007/BF02592071

Reference 38

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Search biases in constrained evolutionary optimization,

Reference 39

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Stochastic ranking for constrained evolutionary optimization,

Reference 40

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Designing novel photonic devices by bio-inspired computing,

Reference 41

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Evolution strategies – a comprehensive introduction,

Reference 42

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Improving ultimate convergence of an augmented lagrangian method,

Reference 43

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A globally convergent augmented lagrangian algorithm for optimization with general constraints and simple bounds,

Reference 44

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Unresolved cited work

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics The bobyqa algorithm for bound constrained optimization without derivatives,

Reference 46

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A New Method of Constrained Optimization and a Comparison With Other Methods,

Reference 47

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics A Simplex Method for Function Minimization,

Reference 48

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Brent, Algorithms for Minimization without Derivatives

Reference 49

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Unresolved cited work

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This paper cites Search for the Standard Model Higgs boson produced in association with top quarks and decaying into a $b\bar{b}$ pair in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Search for the Standard Model Higgs boson produced in association with top quarks and decaying into a $b\bar{b}$ pair in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector

Reference 51

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Functional stability analysis of numerical algorithms,

Reference 52

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This paper cites Parton distributions with QED corrections.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Parton distributions with QED corrections

Reference 53

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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Search for $\mathrm{t\overline{t}}$H production in the H $\rightarrow$ $\mathrm{b\overline{b}}$ decay channel with leptonic $\mathrm{t\overline{t}}$ decays in proton-proton collisions at $\sqrt{s} =$ 13 TeV

Reference 54

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This paper cites Observation of $H \rightarrow b\bar{b}$ decays and $VH$ production with the ATLAS detector.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Observation of $H \rightarrow b\bar{b}$ decays and $VH$ production with the ATLAS detector

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-14T13:25:41.542675Z

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Observation 59fc5cc8-aefb-4283-8d16-ce2c1bd5d5b9 · outbound

This paper cites LHAPDF6: parton density access in the LHC precision era.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics LHAPDF6: parton density access in the LHC precision era

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-14T13:25:41.537870Z

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Observation 7b4339e9-2054-4d14-a06c-2f76890fb07b · outbound

This paper cites Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-14T13:25:41.547533Z

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Observation 5ed7eb77-ef02-49cc-9d5c-bc8bba64e84e · outbound

This paper cites https://doi.org/10.1007/BF02592070.

Towards a generic implementation of matrix-element maximisation as a classifier in particle physics https://doi.org/10.1007/BF02592070

Reference 1987

Resolution: unresolved; no resolver link, observed 2026-08-14T13:25:41.445102Z

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