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Positive Integrands from Feynman Integrals in the Minkowski Regime

T0 review · 4 major / 5 minor · reviewed 2026-08-06 · deepseek-v4-flash

Pith's one-line read Feynman parameter integrals in the Minkowski regime can be rewritten as sums of positive integrands with complex prefactors, removing the need for contour deformation.

desk verdict A genuine proof-of-principle that Minkowski-regime Feynman parameter integrals can be rewritten as positive integrands without contour deformation, with the main open question being a general proof of the split identity. read the letter →

arxiv 2506.24073 v1 pith:IY4XX3KA submitted 2025-06-30 hep-ph hep-th

classification hep-phhep-th
keywords FeynmanintegralsparameterspaceMinkowskiregimecontourdeformationpositiveintegrandssectordecompositionunivariatebisectionellipticandhyperelliptic
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper tries to establish that dimensionally regulated Feynman parameter integrals in the Minkowski regime, where the second Symanzik polynomial $F$ changes sign inside the integration domain, can be rewritten as a sum of integrals with strictly non-negative integrands multiplied by complex prefactors. The central move is to map the hypersurface $F=0$ to the boundary of integration, so the causal $i\delta$ prescription is absorbed into a single overall phase and contour deformation is never needed. The authors supply an algorithm for a class they call univariate bisectable integrals and construct resolutions by hand for massive, elliptic, and hyperelliptic examples up to three loops. If the representation is valid, direct numerical evaluation becomes faster and more stable, with reported speed-ups of up to four orders of magnitude in sector-decomposition benchmarks.

What carries the argument

The central object is the Feynman parameter integral of Eq. (2.1), built from the Symanzik polynomials $U(x)$ and $F(x;s)$, and the decomposition identity Eq. (3.1) that splits the integration domain into regions of definite sign of $F$. For the algorithmic class, the load-bearing tool is univariate bisection (Algorithm 1): one iterates over Feynman parameters $x_i$, solves the inequality system $\{F<0\}\cup\{0<x\}\cup s_R$ for $x_i$, and if the solution has the form $0<x_i<f(x_{\neq i})$ or $f(x_{\neq i})<x_i$, maps the $F=0$ hypersurface to a boundary using $y_i=x_i/(x_i+x_j f(x_{\neq i}))$ or $y_i=x_i+f(x_{\neq i})$. For massive integrals that are not univariate bisectable, the paper uses geometric visualisation of the $F=0$ surface and algebraic transformations involving square roots, as in the elliptic sunrise and banana resolutions.

What would settle it

Numerically integrate the full resolved sum for the 3-loop banana, whose five positive-region integrands are asserted rather than written out, at a kinematic point such as $\beta=0.8$, $m=2$, and compare with a contour-deformed reference evaluation; any mismatch beyond integration error, or an explicit check showing that a transformation double-covers or misses part of the original simplex, would disprove the bijectivity assumption.

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Extended reading notes

Core claim

The paper claims that a Minkowski-regime Feynman integral can be decomposed according to Eq. (3.1): $$J(s)=\sum_{n_+} $J^{{+,n_+}}$(s)+\lim_{\delta\to0^+}(-1-i\delta)^{-(\nu-LD/2)}\sum_{n_-} $J^{{-,n_-}}$(s),$$ where the integrands of all $J^{+,n_+}$ and $J^{-,n_-}$ are real and non-negative on the integration domain, and the prefactor $(-1-i\delta)^{-(\nu-LD/2)}$ carries the entire analytic continuation. The $F=0$ variety is mapped to the integration boundary through rational or algebraic changes of variables, so that $F$ no longer vanishes in the interior of any region; singularities remain only on boundaries, where sector decomposition can handle them. The construction is demonstrated on massless boxes, pentagons, non-planar two- and three-loop boxes, massive bubbles and triangles, the two-loop elliptic sunrise, and the three-loop hyperelliptic banana, including examples where contour deformation fails outright.

Load-bearing premise

The representation only works if the coordinate changes that send each sign region of $F$ to the positive orthant are one-to-one, preserve volume, and cover the original integration domain exactly once; the paper verifies this example by example but supplies no general proof.

Editorial extensions

If this is right

  • Contour deformation can be removed for a broad class of parameter integrals, eliminating the complex Jacobian and the instability near pinch or endpoint singularities.
  • Analytic continuation becomes manifest: the branch structure of the integral is encoded entirely in $(-1-i\delta)^{-(\nu-LD/2)}$.
  • Integrals that defeat contour deformation, such as the three-loop crown graph and the two-loop non-planar seven-propagator box, become numerically accessible.
  • Resolved integrands work with sector decomposition, giving speed-ups of up to roughly four orders of magnitude, especially at extreme kinematics and small internal masses.
  • The same construction works for massive integrals with elliptic and hyperelliptic geometry, so the method is not limited to polylogarithmic cases.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • If the decomposition is built for every integral in an amplitude, the analytic continuation of the whole scattering process becomes explicit, since each term carries only the phase $(-1-i\delta)^{-(\nu-LD/2)}$.
  • Because every integrand is non-negative, integration strategies designed for Euclidean integrals, such as positivity-constrained fits or neural-network surrogates, could plausibly be applied to Minkowski integrals; the paper notes the possibility but does not test it.
  • The bijectivity assumption is directly testable: for any asserted resolution, one can numerically compare the sum of resolved integrals against a contour-deformed reference, or check the Jacobian mapping for double coverage, without waiting for a general proof.
  • The practical limit of geometric visualisation beyond four propagators is not obviously fundamental; a cylindrical algebraic decomposition, which the authors identify as a general constructive route, could automate the resolution for higher-loop integrals.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

4 major / 5 minor

Summary. The paper proposes a method for rewriting dimensionally regulated Feynman parameter integrals in the Minkowski regime as a sum of integrals over regions where the second Symanzik polynomial F is strictly positive or strictly negative, multiplied by complex prefactors. The authors present an algorithmic procedure for a class of integrals they call univariate bisectable, and demonstrate it on massless examples up to three loops, including non-planar boxes and the crown graph. They then extend the construction by case-specific geometric/algebraic transformations to massive examples, including the 1-loop triangle, the 2-loop elliptic sunrise, and the 3-loop hyperelliptic banana. Numerical benchmarks with pySecDec show substantial speedups and, in some cases, convergence where contour deformation fails. The central claim is that the resulting integrands are manifestly non-negative and that the iδ prescription is fully encoded in an overall phase factor.

Significance. If the central claims hold, this would be a practically useful alternative to contour deformation for numerical and semi-numerical evaluation of Feynman integrals in physical kinematics. The massless resolved integrands are explicit and are validated against independent analytic results, most notably Ref. [102] for the 2-loop non-planar boxes, and the numerical benchmarks show gains of several orders of magnitude in difficult kinematic regions. The construction is parameter-free: no fitted parameters enter, and the resolved integrands are derived rather than inferred. The paper also makes a conceptual contribution by tying the iδ prescription to a simple prefactor and by showing that elliptic and hyperelliptic integrals can be brought to positive-integrand form. However, the proof-of-principle status is evident: the general validity of the split identity, the bijectivity of the transformations, and the claimed positivity of several massive integrands remain asserted rather than rigorously established.

major comments (4)
  1. [Section 3.1, Eq. (3.1)] The central decomposition identity is asserted rather than derived. Splitting the real integration domain at the F=0 hypersurface changes the contour from one that avoids the singular surface to integrals that approach it as a boundary. For non-integer ν−LD/2, each split integral is separately singular on F=0, and the equality requires a precise prescription for these boundary singularities and a proof that no boundary terms survive. The paper verifies Eq. (3.1) for individual examples, but the method is claimed for a broad class of integrals. Please provide a contour-deformation or analytic-continuation argument establishing Eq. (3.1), or explicitly restrict the claim to cases where the identity is proven, stating the conditions on ν, D, and F under which the split integrals are well defined.
  2. [Section 3.2, Algorithm 1] Algorithm 1 returns success as soon as Reduce produces a set of the form (3.5) or (3.6) for a single variable xi. It does not check that the F<0 set has only the component described by that interval, that the transformation yi or y'i maps the original domain onto the new domain exactly once, or that the F>0 complement is covered by the companion transformation. For a quadratic F, the F<0 set can have two components and a single interval check is insufficient. The examples are verified case by case, but the stated scope of 'univariate bisectable integrals' needs a precise sufficient condition on F and sR under which the returned transformations are bijections and the Jacobians keep all integrands positive. Without this, the algorithm is a heuristic that succeeds on the examples shown.
  3. [Section 4.2.5, Eq. (4.140)] The six-region decomposition of the 3-loop banana is summarized schematically: the negative integrand is stated, but the five positive integrands are not written out, and the text says 'A similar analysis is carried out.' Since the central claim for the hyperelliptic case is that all resulting integrands are manifestly non-negative over the integration domain, the absence of the explicit positive integrands prevents verification of positivity and of the covering property. Please provide the complete set of transformed integrands (or a supplementary file) for all six regions. Similarly, in Section 4.2.4 the positivity of the factors R1–R5 in Eq. (4.129) is asserted but not demonstrated; please include an argument or a systematic check over the full parameter range.
  4. [Section 4.1.6, Eq. (4.84)] The crown-graph decomposition is stated as a sum of twelve integrals, but the positive resolutions of integrals B and D are deliberately omitted ('For brevity, we do not state all of the positive resolutions'). Given that this example is used to demonstrate that the method works when contour deformation fails, the complete set of resolved integrands should be available, at least as an ancillary file, so that Eq. (4.84) can be checked term by term.
minor comments (5)
  1. [Throughout] The notation 'lim δ/∫hortrightarrow0+' appears repeatedly (e.g. Eq. (2.1), Eq. (3.2)) and should be typeset as δ→0+; this appears to be an OCR or conversion artifact that should be corrected in the final version.
  2. [Section 1 and Section 4.1] The text contains garbled expressions such as '2 /∫hortrightarrow2 scattering' and 'resulting in6'; these should be cleaned up to '2→2 scattering' and 'resulting in' respectively.
  3. [Section 4.2.4, Eq. (4.128)] The expression for f(x1) in Eq. (4.128) is extremely unwieldy and the chosen branch of the square root is not discussed. Introducing auxiliary variables and stating the branch selection would substantially aid readability and verifiability.
  4. [Section 5] The benchmark discussion references many figures (Figures 18–28) and tables; please ensure that all figures are present with captions in the final submission, since the extracted text does not contain them.
  5. [Section 3.3] The connection to cylindrical algebraic decomposition is mentioned but not developed. A short description of how a CAD-based resolution would certify coverage and positivity would strengthen the claim that the method is generalizable beyond the examples.

Circularity Check

0 steps flagged · score 0.0 of 10

No circularity: the split-at-F=0 identity is an explicit algebraic rewriting, and examples are validated against independent results.

full rationale

The central representation Eq. (3.1) is not fitted and does not reduce to its inputs by construction: it is an explicit pointwise decomposition of the Feynman parameter integral into regions F>0 and F<0, with the iδ prescription factored into (-1-iδ)^-(ν-LD/2) for negative regions. The paper supplies concrete transformations for each example and checks that they map F=0 to the boundary, cover the original domain, and produce non-negative integrands; these checks are case-by-case verifications, not definitions. The only self-citations (Refs. [23] and [65]) are cited for inspiration and for an earlier 1-loop box resolution that is re-derived in the text; they do not carry the central claim. Numerical results are cross-checked against independent analytic expressions (e.g., Ref. [102] for BNP7, and known bubble/triangle/sunrise results), so the output is externally falsifiable. Gaps such as the lack of a general bijectivity proof or the schematic treatment of the 3-loop banana positive regions are completeness and rigor concerns, not circularity.

Assumptions & free parameters 0 free parameters · 4 assumptions · 0 invented entities

The method is parameter-free; its reliability rests on mathematical assumptions about coordinate changes, branch choices, and distributional integration rather than on fitted constants or new physical entities.

assumptions (4)
  • domain assumption The Feynman i-delta prescription can be represented by a global prefactor of the form (-1 - i delta)^(-(nu - L D / 2)) for regions where F < 0, with the remaining integrand defined using |F|.
    Used in Eq. (3.1) and throughout Section 4 to split the integral into sign-definite pieces; relies on the causal branch of the propagator.
  • domain assumption The sign regions of F can be transformed bijectively to the positive orthant so that F = 0 is mapped to the integration boundary, with no missed or double-counted regions.
    Stated as a requirement in Section 3.1 and Algorithm 1; verified only on a case-by-case basis, not proven in general.
  • standard math Dimensional regularization and sector decomposition can be applied to integrals whose only singularities lie on the integration boundary after resolution.
    Used to evaluate resolved integrands in Section 5; standard in the field but not re-derived here.
  • domain assumption Square-root and other algebraic transformations are admissible changes of variables that preserve the integral and the positivity of U in the massive examples.
    Introduced in Sections 4.2.4 and 4.2.5 with branch choices; no general proof is given that the chosen branches are globally consistent.

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Cite this review

Pith. "Pith review of Positive Integrands from Feynman Integrals in the Minkowski Regime." pith.science (2026). https://pith.science/paper/IY4XX3KA

@misc{pith2026250624073,
  author       = {Pith},
  title        = {Pith review of: Positive Integrands from Feynman Integrals in the Minkowski Regime},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/IY4XX3KA}},
  note         = {Machine review of arXiv:2506.24073}
}
read the original abstract

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.

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Forward citations

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Reference graph

Works this paper leans on

111 extracted references · 19 canonical work pages · cited by 2 Pith papers

  1. [102]

    J. B. Tausk,Nonplanar massless two loop Feynman diagrams with four on-shell legs, Phys. Lett. B 469 (1999) 225 [hep-ph/9909506]

  2. [1]

    A. Huss, J. Huston, S. Jones, M. Pellen and R. Röntsch,Les Houches 2023 – Physics at TeV Colliders: Report on the Standard Model Precision Wishlist, 2504.06689

  3. [2]

    Bitoun, C

    T. Bitoun, C. Bogner, R. P. Klausen and E. Panzer,Feynman integral relations from parametric annihilators, Lett. Math. Phys.109 (2019) 497 [1712.09215]

  4. [3]

    Chen,Reduction of Feynman Integrals in the Parametric Representation, JHEP 02 (2020) 115 [1902.10387]

    W. Chen,Reduction of Feynman Integrals in the Parametric Representation, JHEP 02 (2020) 115 [1902.10387]

  5. [4]

    Chen,Reduction of Feynman Integrals in the Parametric Representation II: Reduction of Tensor Integrals, Eur

    W. Chen,Reduction of Feynman Integrals in the Parametric Representation II: Reduction of Tensor Integrals, Eur. Phys. J. C81 (2021) 244 [1912.08606]

  6. [5]

    Chen,Reduction of Feynman integrals in the parametric representation III: integrals with cuts, Eur

    W. Chen,Reduction of Feynman integrals in the parametric representation III: integrals with cuts, Eur. Phys. J. C80 (2020) 1173 [2007.00507]

  7. [6]

    Artico and L

    D. Artico and L. Magnea,Integration-by-parts identities and differential equations for parametrised Feynman integrals, JHEP 03 (2024) 096 [2310.03939]

  8. [7]

    A. V. Smirnov and A. V. Petukhov,The Number of Master Integrals is Finite, Lett. Math. Phys. 97 (2011) 37 [1004.4199]

Show all 111 references
  1. [8]

    Bitoun, C

    T. Bitoun, C. Bogner, R. P. Klausen and E. Panzer,The number of master integrals as Euler characteristic, PoS LL2018 (2018) 065 [1809.03399]

  2. [9]

    Agarwal, S

    B. Agarwal, S. P. Jones and A. von Manteuffel,Two-loop helicity amplitudes forgg /∫hortrightarrowZZ with full top-quark mass effects, JHEP 05 (2021) 256 [2011.15113]

  3. [10]

    Mizera and S

    S. Mizera and S. Telen,Landau discriminants, JHEP 08 (2022) 200 [2109.08036]

  4. [11]

    Fevola, S

    C. Fevola, S. Mizera and S. Telen,Landau Singularities Revisited: Computational Algebraic Geometry for Feynman Integrals, Phys. Rev. Lett.132 (2024) 101601 [2311.14669]

  5. [12]

    Fevola, S

    C. Fevola, S. Mizera and S. Telen,Principal Landau determinants, Comput. Phys. Commun. 303 (2024) 109278 [2311.16219]

  6. [13]

    Arkani-Hamed, A

    N. Arkani-Hamed, A. Hillman and S. Mizera,Feynman polytopes and the tropical geometry of UV and IR divergences, Phys. Rev. D105 (2022) 125013 [2202.12296]

  7. [14]

    von Manteuffel, E

    A. von Manteuffel, E. Panzer and R. M. Schabinger,A quasi-finite basis for multi-loop Feynman integrals, JHEP 02 (2015) 120 [1411.7392]

  8. [15]

    Gambuti, D

    G. Gambuti, D. A. Kosower, P. P. Novichkov and L. Tancredi,Finite Feynman integrals, Phys. Rev. D110 (2024) 116026 [2311.16907]

  9. [16]

    de la Cruz, D

    L. de la Cruz, D. A. Kosower and P. P. Novichkov,Finite integrals from Feynman polytopes, Phys. Rev. D111 (2025) 105013 [2410.18014]

  10. [17]

    Helmer and F

    M. Helmer and F. Tellander,Geometric Singularities of Feynman Integrals, 2506.05042

  11. [18]

    Chestnov, F

    V. Chestnov, F. Gasparotto, M. K. Mandal, P. Mastrolia, S. J. Matsubara-Heo, H. J. Munch et al.,Macaulay matrix for Feynman integrals: linear relations and intersection numbers, JHEP 09 (2022) 187 [2204.12983]

  12. [19]

    Mizera,Crossing symmetry in the planar limit, Phys

    S. Mizera,Crossing symmetry in the planar limit, Phys. Rev. D104 (2021) 045003 [2104.12776]

  13. [20]

    H. S. Hannesdottir and S. Mizera,What is the iε for the S-matrix?, SpringerBriefs in Physics. Springer, 1, 2023, 10.1007/978-3-031-18258-7, [2204.02988]. – 57 –

  14. [21]

    Mizera,Physics of the analytic S-matrix, Phys

    S. Mizera,Physics of the analytic S-matrix, Phys. Rept. 1047 (2024) 1 [2306.05395]

  15. [22]

    Gardi, F

    E. Gardi, F. Herzog, S. Jones, Y. Ma and J. Schlenk,The on-shell expansion: from Landau equations to the Newton polytope, JHEP 07 (2023) 197 [2211.14845]

  16. [23]

    Gardi, F

    E. Gardi, F. Herzog, S. Jones and Y. Ma,Dissecting polytopes: Landau singularities and asymptotic expansions in 2→ 2 scattering, JHEP 08 (2024) 127 [2407.13738]

  17. [24]

    Borinsky,Tropical Monte Carlo quadrature for Feynman integrals, Ann

    M. Borinsky,Tropical Monte Carlo quadrature for Feynman integrals, Ann. Inst. H. Poincare D Comb. Phys. Interact.10 (2023) 635 [2008.12310]

  18. [25]

    Borinsky, H

    M. Borinsky, H. J. Munch and F. Tellander,Tropical Feynman integration in the Minkowski regime, Comput. Phys. Commun.292 (2023) 108874 [2302.08955]

  19. [26]

    Bogner and S

    C. Bogner and S. Weinzierl,Resolution of singularities for multi-loop integrals, Comput. Phys. Commun. 178 (2008) 596 [0709.4092]

  20. [27]

    A. V. Smirnov and V. A. Smirnov,Hepp and Speer Sectors within Modern Strategies of Sector Decomposition, JHEP 05 (2009) 004 [0812.4700]

  21. [28]

    Kaneko and T

    T. Kaneko and T. Ueda,A Geometric method of sector decomposition, Comput. Phys. Commun. 181 (2010) 1352 [0908.2897]

  22. [29]

    Kaneko and T

    T. Kaneko and T. Ueda,Sector Decomposition Via Computational Geometry, PoS ACA T2010(2010) 082 [1004.5490]

  23. [30]

    J. K. Schlenk,Techniques for higher order corrections and their application to LHC phenomenology, Ph.D. thesis, Munich, Tech. U., 8, 2016

  24. [31]

    Heinrich, S

    G. Heinrich, S. Jahn, S. P. Jones, M. Kerner, F. Langer, V. Magerya et al.,Expansion by regions with pySecDec, Comput. Phys. Commun.273 (2022) 108267 [2108.10807]

  25. [32]

    D. E. Soper,QCD calculations by numerical integration, Phys. Rev. Lett.81 (1998) 2638 [hep-ph/9804454]

  26. [33]

    D. E. Soper,Techniques for QCD calculations by numerical integration, Phys. Rev. D62 (2000) 014009 [hep-ph/9910292]

  27. [34]

    Binoth, J

    T. Binoth, J. P. Guillet, G. Heinrich, E. Pilon and C. Schubert,An Algebraic/numerical formalism for one-loop multi-leg amplitudes, JHEP 10 (2005) 015 [hep-ph/0504267]

  28. [35]

    Nagy and D

    Z. Nagy and D. E. Soper,Numerical integration of one-loop Feynman diagrams for N-photon amplitudes, Phys. Rev. D74 (2006) 093006 [hep-ph/0610028]

  29. [36]

    Anastasiou, S

    C. Anastasiou, S. Beerli, S. Bucherer, A. Daleo and Z. Kunszt,Two-loop amplitudes and master integrals for the production of a Higgs boson via a massive quark and a scalar-quark loop, JHEP 01 (2007) 082 [hep-ph/0611236]

  30. [37]

    Anastasiou, S

    C. Anastasiou, S. Beerli and A. Daleo,Evaluating multi-loop Feynman diagrams with infrared and threshold singularities numerically, JHEP 05 (2007) 071 [hep-ph/0703282]

  31. [38]

    Lazopoulos, K

    A. Lazopoulos, K. Melnikov and F. Petriello,QCD corrections to tri-boson production, Phys. Rev. D76 (2007) 014001 [hep-ph/0703273]

  32. [39]

    Lazopoulos, K

    A. Lazopoulos, K. Melnikov and F. J. Petriello,NLO QCD corrections to the production of t¯tZ in gluon fusion, Phys. Rev. D77 (2008) 034021 [0709.4044]

  33. [40]

    Anastasiou, S

    C. Anastasiou, S. Beerli and A. Daleo,The Two-loop QCD amplitude gg —> h,H in the Minimal Supersymmetric Standard Model, Phys. Rev. Lett.100 (2008) 241806 [0803.3065]. – 58 –

  34. [41]

    W. Gong, Z. Nagy and D. E. Soper,Direct numerical integration of one-loop Feynman diagrams for N-photon amplitudes, Phys. Rev. D79 (2009) 033005 [0812.3686]

  35. [42]

    Becker, C

    S. Becker, C. Reuschle and S. Weinzierl,Numerical NLO QCD calculations, JHEP 12 (2010) 013 [1010.4187]

  36. [43]

    S. C. Borowka,Evaluation of multi-loop multi-scale integrals and phenomenological two-loop applications, Ph.D. thesis, Munich, Tech. U., 2014.1410.7939

  37. [44]

    Borowka, G

    S. Borowka, G. Heinrich, S. P. Jones, M. Kerner, J. Schlenk and T. Zirke,SecDec-3.0: numerical evaluation of multi-scale integrals beyond one loop, Comput. Phys. Commun.196 (2015) 470 [1502.06595]

  38. [45]

    Borowka, G

    S. Borowka, G. Heinrich, S. Jahn, S. P. Jones, M. Kerner, J. Schlenk et al.,pySecDec: a toolbox for the numerical evaluation of multi-scale integrals, Comput. Phys. Commun.222 (2018) 313 [1703.09692]

  39. [46]

    Borowka, G

    S. Borowka, G. Heinrich, S. Jahn, S. P. Jones, M. Kerner and J. Schlenk,A GPU compatible quasi-Monte Carlo integrator interfaced to pySecDec, Comput. Phys. Commun. 240 (2019) 120 [1811.11720]

  40. [47]

    Jahn,Automation of Multi-Loop Amplitude Calculations, Ph.D

    S. Jahn,Automation of Multi-Loop Amplitude Calculations, Ph.D. thesis, Munich, Tech. U., 2020

  41. [48]

    Heinrich, S

    G. Heinrich, S. P. Jones, M. Kerner, V. Magerya, A. Olsson and J. Schlenk,Numerical scattering amplitudes with pySecDec, Comput. Phys. Commun.295 (2024) 108956 [2305.19768]

  42. [49]

    A. V. Smirnov,FIESTA 3: cluster-parallelizable multiloop numerical calculations in physical regions, Comput. Phys. Commun.185 (2014) 2090 [1312.3186]

  43. [50]

    A. V. Smirnov,FIESTA4: Optimized Feynman integral calculations with GPU support, Comput. Phys. Commun.204 (2016) 189 [1511.03614]

  44. [51]

    A. V. Smirnov, N. D. Shapurov and L. I. Vysotsky,FIESTA5: Numerical high-performance Feynman integral evaluation, Comput. Phys. Commun.277 (2022) 108386 [2110.11660]

  45. [52]

    Binoth and G

    T. Binoth and G. Heinrich,An automatized algorithm to compute infrared divergent multi-loop integrals, Nucl. Phys. B 585 (2000) 741 [hep-ph/0004013]

  46. [53]

    de Doncker, Y

    E. de Doncker, Y. Shimizu, J. Fujimoto, F. Yuasa, K. Kaugars, L. Cucos et al.,Loop integration results using numerical extrapolation for a non-scalar integral, Nucl. Instrum. Meth. A 534 (2004) 269 [hep-ph/0405098]

  47. [54]

    Yuasa, E

    F. Yuasa, E. de Doncker, N. Hamaguchi, T. Ishikawa, K. Kato, Y. Kurihara et al., Numerical Computation of Two-loop Box Diagrams with Masses, Comput. Phys. Commun. 183 (2012) 2136 [1112.0637]

  48. [55]

    de Doncker, F

    E. de Doncker, F. Yuasa, K. Kato, T. Ishikawa, J. Kapenga and O. Olagbemi, Regularization with Numerical Extrapolation for Finite and UV-Divergent Multi-loop Integrals, Comput. Phys. Commun.224 (2018) 164 [1702.04904]

  49. [56]

    Baglio, F

    J. Baglio, F. Campanario, S. Glaus, M. Mühlleitner, J. Ronca, M. Spira et al.,Higgs-Pair Production via Gluon Fusion at Hadron Colliders: NLO QCD Corrections, JHEP 04 (2020) 181 [2003.03227]

  50. [57]

    de Doncker, T

    E. de Doncker, T. Ishikawa, K. Kato and F. Yuasa,Analytic and Numerical Approaches for – 59 – Depictive 3-Loop Integrals Using Sector Decomposition, PTEP 2024 (2024) 083B08 [2405.13286]

  51. [58]

    Catani, T

    S. Catani, T. Gleisberg, F. Krauss, G. Rodrigo and J.-C. Winter,From loops to trees by-passing Feynman’s theorem, JHEP 09 (2008) 065 [0804.3170]

  52. [59]

    Capatti, V

    Z. Capatti, V. Hirschi, D. Kermanschah, A. Pelloni and B. Ruijl,Numerical Loop-Tree Duality: contour deformation and subtraction, JHEP 04 (2020) 096 [1912.09291]

  53. [60]

    Kermanschah,Numerical integration of loop integrals through local cancellation of threshold singularities, JHEP 01 (2022) 151 [2110.06869]

    D. Kermanschah,Numerical integration of loop integrals through local cancellation of threshold singularities, JHEP 01 (2022) 151 [2110.06869]

  54. [61]

    Kermanschah and M

    D. Kermanschah and M. Vicini,Nf-contribution to the virtual correction for electroweak vector boson production at NNLO, 2407.18051

  55. [62]

    Pittau and B

    R. Pittau and B. Webber,Direct numerical evaluation of multi-loop integrals without contour deformation, Eur. Phys. J. C82 (2022) 55 [2110.12885]

  56. [63]

    Pittau,Monte Carlo evaluation of divergent one-loop integrals without contour deformation, Eur

    R. Pittau,Monte Carlo evaluation of divergent one-loop integrals without contour deformation, Eur. Phys. J. C84 (2024) 725 [2404.14868]

  57. [64]

    Binoth, G

    T. Binoth, G. Heinrich and N. Kauer,A Numerical evaluation of the scalar hexagon integral in the physical region, Nucl. Phys. B 654 (2003) 277 [hep-ph/0210023]

  58. [65]

    Jones, A

    S. Jones, A. Olsson and T. Stone,Evaluating Parametric Integrals in the Minkowski Regime without Contour Deformation, PoS LL2024 (2024) 036 [2407.06973]

  59. [66]

    Britto,Generalized Cuts of Feynman Integrals in Parameter Space, Phys

    R. Britto,Generalized Cuts of Feynman Integrals in Parameter Space, Phys. Rev. Lett.131 (2023) 091601 [2305.15369]

  60. [67]

    Cheng and T

    H. Cheng and T. T. Wu,EXPANDING PROTONS: SCATTERING AT HIGH-ENERGIES. MIT Press, 1987

  61. [68]

    Panzer,Feynman integrals and hyperlogarithms, Ph.D

    E. Panzer,Feynman integrals and hyperlogarithms, Ph.D. thesis, Humboldt U., 2015. 1506.07243. 10.18452/17157

  62. [69]

    Weinzierl,Feynman Integrals

    S. Weinzierl,Feynman Integrals. A Comprehensive Treatment for Students and Researchers, UNITEXT for Physics. Springer, 2022, 10.1007/978-3-030-99558-4, [2201.03593]

  63. [70]

    L. D. Landau,On analytic properties of vertex parts in quantum field theory, Nucl. Phys. 13 (1959) 181

  64. [71]

    J. D. Bjorken,Experimental tests of Quantum electrodynamics and spectral representations of Green’s functions in perturbation theory, Ph.D. thesis, Stanford U., 1959

  65. [72]

    N. Nakanishi,Ordinary and anomalous thresholds in perturbation theory, Progress of Theoretical Physics 22 (1959) 128 [https://academic.oup.com/ptp/article-pdf/22/1/128/5427385/22-1-128.pdf]

  66. [73]

    R. E. Cutkosky,Singularities and discontinuities of Feynman amplitudes, J. Math. Phys.1 (1960) 429

  67. [74]

    Coleman and R

    S. Coleman and R. E. Norton,Singularities in the physical region, Nuovo Cim. 38 (1965) 438

  68. [75]

    R. J. Eden, P. V. Landshoff, D. I. Olive and J. C. Polkinghorne,The analytic S-matrix. Cambridge Univ. Press, Cambridge, 1966

  69. [76]

    F. C. S. Brown,On the periods of some Feynman integrals, 0910.0114. – 60 –

  70. [77]

    Panzer,Algorithms for the symbolic integration of hyperlogarithms with applications to Feynman integrals, Comput

    E. Panzer,Algorithms for the symbolic integration of hyperlogarithms with applications to Feynman integrals, Comput. Phys. Commun.188 (2015) 148 [1403.3385]

  71. [78]

    Dlapa, M

    C. Dlapa, M. Helmer, G. Papathanasiou and F. Tellander,Symbol alphabets from the Landau singular locus, JHEP 10 (2023) 161 [2304.02629]

  72. [79]

    Jiang, J

    X. Jiang, J. Liu, X. Xu and L. L. Yang,Symbol letters of Feynman integrals from Gram determinants, Phys. Lett. B864 (2025) 139443 [2401.07632]

  73. [80]

    Helmer, G

    M. Helmer, G. Papathanasiou and F. Tellander,Landau Singularities from Whitney Stratifications, 2402.14787

  74. [81]

    Caron-Huot, M

    S. Caron-Huot, M. Correia and M. Giroux,Recursive Landau Analysis, 2406.05241

  75. [82]

    H. S. Hannesdottir, L. Lippstreu, A. J. McLeod and M. Polackova,Minimal Cuts and Genealogical Constraints on Feynman Integrals, 2406.05943

  76. [83]

    H. S. Hannesdottir, A. J. McLeod, M. D. Schwartz and C. Vergu,Applications of the Landau bootstrap, Phys. Rev. D111 (2025) 085003 [2410.02424]

  77. [84]

    S. He, X. Jiang, J. Liu and Q. Yang,Landau-based Schubert analysis, 2410.11423

  78. [85]

    Correia, M

    M. Correia, M. Giroux and S. Mizera,SOFIA: Singularities of Feynman Integrals Automatized, 2503.16601

  79. [86]

    D. E. Soper,Talk on QCD calculations by numerical integration, in4th International Symposium on Radiative Corrections: Applications of Quantum Field Theory to Phenomenology, pp. 305–315, 9, 1998,hep-ph/9812324

  80. [87]

    Winterhalder, V

    R. Winterhalder, V. Magerya, E. Villa, S. P. Jones, M. Kerner, A. Butter et al.,Targeting multi-loop integrals with neural networks, SciPost Phys. 12 (2022) 129 [2112.09145]

  81. [88]

    G. E. Collins,Quantifier elimination for real closed fields by cylindrical algebraic decompostion, inAutomata Theory and Formal Languages(H. Brakhage, ed.), (Berlin, Heidelberg), pp. 134–183, Springer Berlin Heidelberg, 1975

  82. [89]

    Z. Bern, L. J. Dixon and D. A. Kosower,Dimensionally regulated pentagon integrals, Nucl. Phys. B 412 (1994) 751 [hep-ph/9306240]

  83. [90]

    Binoth, J

    T. Binoth, J. P. Guillet and G. Heinrich,Reduction formalism for dimensionally regulated one loop N point integrals, Nucl. Phys. B 572 (2000) 361 [hep-ph/9911342]

  84. [91]

    Duplancic and B

    G. Duplancic and B. Nizic,Reduction method for dimensionally regulated one loop N point Feynman integrals, Eur. Phys. J. C35 (2004) 105 [hep-ph/0303184]

  85. [92]

    W. T. Giele and E. W. N. Glover,A Calculational formalism for one loop integrals, JHEP 04 (2004) 029 [hep-ph/0402152]

  86. [93]

    D. J. Broadhurst, J. Fleischer and O. V. Tarasov,Two loop two point functions with masses: Asymptotic expansions and Taylor series, in any dimension, Z. Phys. C 60 (1993) 287 [hep-ph/9304303]

  87. [94]

    Bloch and P

    S. Bloch and P. Vanhove,The elliptic dilogarithm for the sunset graph, J. Number Theor. 148 (2015) 328 [1309.5865]

  88. [95]

    Adams, C

    L. Adams, C. Bogner and S. Weinzierl,The two-loop sunrise integral around four space-time dimensions and generalisations of the Clausen and Glaisher functions towards the elliptic case, J. Math. Phys.56 (2015) 072303 [1504.03255]. – 61 –

  89. [96]

    Remiddi and L

    E. Remiddi and L. Tancredi,An Elliptic Generalization of Multiple Polylogarithms, Nucl. Phys. B 925 (2017) 212 [1709.03622]

  90. [97]

    Pögel, X

    S. Pögel, X. Wang and S. Weinzierl,Bananas of equal mass: any loop, any order in the dimensional regularisation parameter, Journal of High Energy Physics2023 (2023)

  91. [98]

    Borinsky, H

    M. Borinsky, H. J. Munch and F. Tellander,Tropical feynman integration in the minkowski regime, Computer Physics Communications292 (2023) 108874

  92. [99]

    A. V. Smirnov and M. N. Tentyukov,Feynman Integral Evaluation by a Sector decomposiTion Approach (FIESTA), Comput. Phys. Commun.180 (2009) 735 [0807.4129]

  93. [100]

    A. V. Smirnov, V. A. Smirnov and M. Tentyukov,FIESTA 2: Parallelizeable multiloop numerical calculations, Comput. Phys. Commun.182 (2011) 790 [0912.0158]

  94. [101]

    Pak and A

    A. Pak and A. Smirnov,Geometric approach to asymptotic expansion of Feynman integrals, Eur. Phys. J. C71 (2011) 1626 [1011.4863]

  95. [103]

    Maître and R

    D. Maître and R. Santos-Mateos,Multi-variable integration with a neural network, JHEP 03 (2023) 221 [2211.02834]

  96. [104]

    Zeng,Feynman integrals from positivity constraints, JHEP 09 (2023) 042 [2303.15624]

    M. Zeng,Feynman integrals from positivity constraints, JHEP 09 (2023) 042 [2303.15624]

  97. [105]

    Borowka, T

    S. Borowka, T. Gehrmann and D. Hulme,Systematic approximation of multi-scale Feynman integrals, JHEP 08 (2018) 111 [1804.06824]

  98. [106]

    Henn and P

    J. Henn and P. Raman,Positivity properties of scattering amplitudes, JHEP 04 (2025) 150 [2407.05755]

  99. [107]

    Herrmann and J

    E. Herrmann and J. Trnka,The SAGEX review on scattering amplitudes Chapter 7: Positive geometry of scattering amplitudes, J. Phys. A55 (2022) 443008 [2203.13018]

  100. [108]

    Beneke and V

    M. Beneke and V. A. Smirnov,Asymptotic expansion of Feynman integrals near threshold, Nucl. Phys. B 522 (1998) 321 [hep-ph/9711391]

  101. [109]

    Jantzen,Foundation and generalization of the expansion by regions, JHEP 12 (2011) 076 [1111.2589]

    B. Jantzen,Foundation and generalization of the expansion by regions, JHEP 12 (2011) 076 [1111.2589]

  102. [110]

    Jantzen, A

    B. Jantzen, A. V. Smirnov and V. A. Smirnov,Expansion by regions: revealing potential and Glauber regions automatically, Eur. Phys. J. C72 (2012) 2139 [1206.0546]

  103. [111]

    C. Duhr, S. Maggio, C. Nega, B. Sauer, L. Tancredi and F. J. Wagner,Aspects of canonical differential equations for Calabi-Yau geometries and beyond, 2503.20655. – 62 –

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