Stephen Philip Jones
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Stephen Philip Jones has a total of 206 co-authors. Here are the top co-authors by number of shared publications:
- Gudrun Heinrich
Karlsruhe Institute of Technology
30 shared publications - Thomas Teubner
University of Liverpool
14 shared publications M. Kerner
13 shared publications- Matthias Kerner
Karlsruhe Institute of Technology
11 shared publications - Alan D. Martin
Durham University
10 shared publications - Matthias Kerner
Physik-Institut Universität Zürich Winterthurerstrasse 190 8057 Zürich Switzerland
10 shared publications
Latest Publications
- Open Access
- 9 November 2026
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2026 (11)
Regionally optimal contour deformations with neural networks
A bstract: In this article, we explore the selection of contour deformations for the numerical evaluation of Feynman integrals after sector decomposition. In existing codes, the contour of integration is determined heuristically for each individual phase-space point by sampling the integrand. In this work, we introduce two methods for selecting a valid contour deformation as a function of the kinematic variables in an entire phase-space region using only an initial sampling or training step. In addition to ensuring the validity of the contour, our method also minimises the variance of the resulting integrand, making it optimal for Monte Carlo integration. We investigate the suitability of these contours when used for Randomised Quasi-Monte Carlo integration and show that although the optimal contour for such integration rules depends on the specific generating vector used, one of our methods typically yields contours with better performance than existing heuristic methods. The a priori knowledge of the integration path obtained in this work can be used to improve the speed of conventional integration methods or be leveraged for integration using neural networks, where, crucially, it removes the need to retrain the neural network for each phase-space point. The techniques described in this work can be adapted to other problems where a non-trivial integration path has to be chosen subject to a set of constraints.
- 9 November 2026
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2026 (11)
Open AccessRegionally optimal contour deformations with neural networks
A bstract: In this article, we explore the selection of contour deformations for the numerical evaluation of Feynman integrals after sector decomposition. In existing codes, the contour of integration is determined heuristically for each individual phase-space point by sampling the integrand. In this work, we introduce two methods for selecting a valid contour deformation as a function of the kinematic variables in an entire phase-space region using only an initial sampling or training step. In addition to ensuring the validity of the contour, our method also minimises the variance of the resulting integrand, making it optimal for Monte Carlo integration. We investigate the suitability of these contours when used for Randomised Quasi-Monte Carlo integration and show that although the optimal contour for such integration rules depends on the specific generating vector used, one of our methods typically yields contours with better performance than existing heuristic methods. The a priori knowledge of the integration path obtained in this work can be used to improve the speed of conventional integration methods or be leveraged for integration using neural networks, where, crucially, it removes the need to retrain the neural network for each phase-space point. The techniques described in this work can be adapted to other problems where a non-trivial integration path has to be chosen subject to a set of constraints.
- Open Access
- 13 January 2026
- Published by Stichting SciPost in SciPost Physics Community Reports
- p. 016
$gg \to ZH$: Updated predictions at NLO QCD
We present state-of-the-art predictions for the inclusive cross section of gluon-initiated ZH Z H production, following the recommendations of the LHC Higgs Working Group. In particular, we include NLO QCD corrections, where the virtual corrections are obtained from the combination of a forward expansion and a high-energy expansion, and the real corrections are exact. The expanded results for the virtual corrections are compared in detail to full numerical results. The updated predictions show a reduction of the scale uncertainties to the level of 15%, and they include an estimate of the top-mass-scheme uncertainty.
- 13 January 2026
- Published by Stichting SciPost in SciPost Physics Community Reports
- p. 016
Open Access$gg \to ZH$: Updated predictions at NLO QCD
We present state-of-the-art predictions for the inclusive cross section of gluon-initiated ZH Z H production, following the recommendations of the LHC Higgs Working Group. In particular, we include NLO QCD corrections, where the virtual corrections are obtained from the combination of a forward expansion and a high-energy expansion, and the real corrections are exact. The expanded results for the virtual corrections are compared in detail to full numerical results. The updated predictions show a reduction of the scale uncertainties to the level of 15%, and they include an estimate of the top-mass-scheme uncertainty.
- Top Cited PapersOpen Access
- 9 January 2026
- Published by Stichting SciPost in SciPost Physics Codebases
- p. 062
One-loop calculations in effective field theories with GoSam-3.0
We present a major update of the one-loop generator GoSam, containing performance improvements as well as new features, in particular functionalities that facilitate calculations beyond the Standard Model in Effective Field Theory frameworks.
- 9 January 2026
- Published by Stichting SciPost in SciPost Physics Codebases
- p. 062
Top Cited PapersOpen AccessOne-loop calculations in effective field theories with GoSam-3.0
We present a major update of the one-loop generator GoSam, containing performance improvements as well as new features, in particular functionalities that facilitate calculations beyond the Standard Model in Effective Field Theory frameworks.
- Open Access
- 8 January 2026
- Published by Sissa Medialab Srl
- Vol. 485, 362
Towards the full NLO electro-weak corrections in Higgs boson pair production
Constraining the Higgs boson self-interaction is one of the main goals for the high luminosity phase of the LHC. A promising channel to this aim is the simultaneous production of two Higgs bosons from gluon fusion. For the interpretation of the data, precise theoretical predictions, also for differential cross sections, are needed. Following current projections this requires electroweak corrections at next-to-leading order. We present the contributions of top-Yukawa and Higgs self- interaction-type, as well as the first steps towards inclusion of the complete NLO electroweak corrections.
- 8 January 2026
- Published by Sissa Medialab Srl
- Vol. 485, 362
Open AccessTowards the full NLO electro-weak corrections in Higgs boson pair production
Constraining the Higgs boson self-interaction is one of the main goals for the high luminosity phase of the LHC. A promising channel to this aim is the simultaneous production of two Higgs bosons from gluon fusion. For the interpretation of the data, precise theoretical predictions, also for differential cross sections, are needed. Following current projections this requires electroweak corrections at next-to-leading order. We present the contributions of top-Yukawa and Higgs self- interaction-type, as well as the first steps towards inclusion of the complete NLO electroweak corrections.
- Open Access
Towards the full NLO electro-weak corrections to Higgs boson pair production
Constraining the Higgs boson self-interaction is one of the main goals for the high luminosity phase of the LHC. A promising channel to this aim is the simultaneous production of two Higgs bosons from gluon fusion. For the interpretation of the data, precise theoretical predictions, also for differential cross sections, are needed. Following current projections this requires electroweak corrections at next-to-leading order. We present the contributions of top-Yukawa and Higgs self-interaction-type, as well as the first steps towards inclusion of the complete NLO electroweak corrections.
Open AccessTowards the full NLO electro-weak corrections to Higgs boson pair production
Constraining the Higgs boson self-interaction is one of the main goals for the high luminosity phase of the LHC. A promising channel to this aim is the simultaneous production of two Higgs bosons from gluon fusion. For the interpretation of the data, precise theoretical predictions, also for differential cross sections, are needed. Following current projections this requires electroweak corrections at next-to-leading order. We present the contributions of top-Yukawa and Higgs self-interaction-type, as well as the first steps towards inclusion of the complete NLO electroweak corrections.
- Open Access
- 9 October 2025
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2025 (10) , 1-61
Positive integrands from Feynman integrals in the Minkowski regime
A bstract: We present a method for rewriting dimensionally regulated Feynman parameter integrals in the Minkowski regime as a sum of real, positive integrands multiplied by complex prefactors. This representation eliminates the need for contour deformation, allowing for direct numerical or analytic evaluation of the integrals. We develop an algorithm to construct such representations for a broad class of integrals and demonstrate its generalisation through selected examples. Our approach is applied to integrals up to three loops, including cases with internal masses and off-shell external legs. The resulting expressions are suitable for evaluation using existing techniques, such as sector decomposition, where we observe performance gains of up to four orders of magnitude in certain cases.
- 9 October 2025
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2025 (10) , 1-61
Open AccessPositive integrands from Feynman integrals in the Minkowski regime
A bstract: We present a method for rewriting dimensionally regulated Feynman parameter integrals in the Minkowski regime as a sum of real, positive integrands multiplied by complex prefactors. This representation eliminates the need for contour deformation, allowing for direct numerical or analytic evaluation of the integrals. We develop an algorithm to construct such representations for a broad class of integrals and demonstrate its generalisation through selected examples. Our approach is applied to integrals up to three loops, including cases with internal masses and off-shell external legs. The resulting expressions are suitable for evaluation using existing techniques, such as sector decomposition, where we observe performance gains of up to four orders of magnitude in certain cases.
- Open Access
- 1 September 2025
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2025 (9) , 1-52
The structure of quark mass corrections in the gg → HH amplitude at high-energy
The leading and next-to-leading order QCD predictions for Higgs boson pair production at hadron colliders suffer from a significant mass renormalisation scheme uncertainty related to the choice of the top-quark mass. The functional dependence of the result on the value of the intermediate quark mass can be understood in the high-energy limit using the Method of Regions and the tools of Soft-Collinear Effective Theory. In this work, we study the origin of the sizeable logarithmic mass corrections in the gg → HH amplitudes at leading and next-to-leading power in the limit s, |t|, |u| ≫ $$ {m}_t^2 $$ ≫ $$ {m}_H^2 $$ . We argue that the mass corrections follow a predictable factorised pattern that can be exploited to simplify their computation. We present results for the leading power leading logarithmic corrections, our analysis leads to a significant reduction in the theoretical uncertainty of the double Higgs production amplitudes at scattering energies ≳ 1 TeV due to the top-quark mass scheme.- 1 September 2025
- Published by Springer Nature in Journal of High Energy Physics
- Vol. 2025 (9) , 1-52
Open AccessThe structure of quark mass corrections in the gg → HH amplitude at high-energy
The leading and next-to-leading order QCD predictions for Higgs boson pair production at hadron colliders suffer from a significant mass renormalisation scheme uncertainty related to the choice of the top-quark mass. The functional dependence of the result on the value of the intermediate quark mass can be understood in the high-energy limit using the Method of Regions and the tools of Soft-Collinear Effective Theory. In this work, we study the origin of the sizeable logarithmic mass corrections in the gg → HH amplitudes at leading and next-to-leading power in the limit s, |t|, |u| ≫ $$ {m}_t^2 $$ ≫ $$ {m}_H^2 $$ . We argue that the mass corrections follow a predictable factorised pattern that can be exploited to simplify their computation. We present results for the leading power leading logarithmic corrections, our analysis leads to a significant reduction in the theoretical uncertainty of the double Higgs production amplitudes at scattering energies ≳ 1 TeV due to the top-quark mass scheme. - Open Access
One-Loop Calculations in Effective Field Theories with GoSam-3.0
We present a major update of the one-loop generator GoSam, containing performance improvements as well as new features, in particular functionalities that facilitate calculations beyond the Standard Model in Effective Field Theory frameworks.
Open AccessOne-Loop Calculations in Effective Field Theories with GoSam-3.0
We present a major update of the one-loop generator GoSam, containing performance improvements as well as new features, in particular functionalities that facilitate calculations beyond the Standard Model in Effective Field Theory frameworks.
- Open Access
Positive Integrands from Feynman Integrals in the Minkowski Regime
We present a method for rewriting dimensionally regulated Feynman parameter integrals in the Minkowski regime as a sum of real, positive integrands multiplied by complex prefactors. This representation eliminates the need for contour deformation, allowing for direct numerical or analytic evaluation of the integrals. We develop an algorithm to construct such representations for a broad class of integrals and demonstrate its generalisation through selected examples. Our approach is applied to integrals up to three loops, including cases with internal masses and off-shell external legs. The resulting expressions are suitable for evaluation using existing techniques, such as sector decomposition, where we observe performance gains of up to four orders of magnitude in certain cases.
Open AccessPositive Integrands from Feynman Integrals in the Minkowski Regime
We present a method for rewriting dimensionally regulated Feynman parameter integrals in the Minkowski regime as a sum of real, positive integrands multiplied by complex prefactors. This representation eliminates the need for contour deformation, allowing for direct numerical or analytic evaluation of the integrals. We develop an algorithm to construct such representations for a broad class of integrals and demonstrate its generalisation through selected examples. Our approach is applied to integrals up to three loops, including cases with internal masses and off-shell external legs. The resulting expressions are suitable for evaluation using existing techniques, such as sector decomposition, where we observe performance gains of up to four orders of magnitude in certain cases.
- Open Access
- 22 January 2025
- Published by American Physical Society (APS) in Physical Review Letters
- Vol. 134 (3) , 031901
Complete Next-to-Leading Order QCD Corrections to Production in Gluon FusionWe calculate the complete next-to-leading order (NLO) QCD corrections to loop-induced g g → Z Z production including full top-quark mass effects. The two-loop virtual corrections are obtained by combining analytic results for the massless, Higgs-mediated, and one-loop factorizable contributions with numerically computed amplitudes containing the top-quark mass. We show that the choice of subtraction scheme for the virtual contribution impacts the precision with which the virtual contribution must be evaluated in order to obtain sufficiently precise phenomenological predictions. For direct production through a massive top-quark loop, we observe that the relative NLO corrections are large. The direct massive and Higgs-mediated contributions individually increase relative to the massless production at high diboson invariant mass, but interfere destructively with each other. At the Large Hadron Collider, the NLO corrections to the gluon channel give a sizable contribution to the p p → Z Z + X cross section at N 3 LO .
- 22 January 2025
- Published by American Physical Society (APS) in Physical Review Letters
- Vol. 134 (3) , 031901
Open AccessComplete Next-to-Leading Order QCD Corrections to Production in Gluon FusionWe calculate the complete next-to-leading order (NLO) QCD corrections to loop-induced g g → Z Z production including full top-quark mass effects. The two-loop virtual corrections are obtained by combining analytic results for the massless, Higgs-mediated, and one-loop factorizable contributions with numerically computed amplitudes containing the top-quark mass. We show that the choice of subtraction scheme for the virtual contribution impacts the precision with which the virtual contribution must be evaluated in order to obtain sufficiently precise phenomenological predictions. For direct production through a massive top-quark loop, we observe that the relative NLO corrections are large. The direct massive and Higgs-mediated contributions individually increase relative to the massless production at high diboson invariant mass, but interfere destructively with each other. At the Large Hadron Collider, the NLO corrections to the gluon channel give a sizable contribution to the p p → Z Z + X cross section at N 3 LO .