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Computer Algebra for Multi-Loop Feynman Integrals

Carsten Schneider (ORCID: 0000-0002-5703-4530)
  • Grant DOI 10.55776/P33530
  • Funding program Principal Investigator Projects
  • Status Ended
  • Start September 1, 2021
  • End April 30, 2026
  • Funding amount € 403,108

Disciplines

Computer Sciences (15%); Mathematics (55%); Physics, Astronomy (30%)

Keywords

  • Symbolic Summation,
  • Symbolic Integration,
  • Systems Of Linear Differential/Difference Equation,
  • New Special Functions,
  • Elliptic Functions,
  • Multiloop Quantum Chromodynamics (Qcd)
Abstract Final report

In the digital age many areas of mathematics have been algorithmized. Not only simple calculators but often sophisticated apps for the manipulation of non-trivial formulas are installed on many smartphones that are used naturally in many areas of life, like in school, university studies or in business. But this is only the tip of the iceberg. With advanced computer algebra technologies it is meanwhile possible to simplify complex expressions that cannot be treated anymore by experts because of their complexity or involved size. In this research project in close cooperation with the Deutsches Elektronen-Synchrotron (DESY, Johannes Blümlein und Peter Marquard) we will apply these exciting developments of algorithmic mathematics to the research area of particle physics. In order to answer or at least approach fundamental questions such as "What did the universe look like in the first second after the big bang?", "Do the 4 fundamental forces unite at high energies?", or "Do the properties of the new particle, called the Higgs-Boson comply with the theoretical predictions?", highly complicated Feynman integrals have to be simplified that describe the interaction of elementary particles with high precision. More precisely, we will simplify challenging expressions of massive multi-loop Feynman integrals that require several GBs of memory. Here the basic idea is to rewrite the expressions in a preprocessing step to alternative expressions that fit into the input class of our computer algebra algorithms. Besides the transformation to more suitable integral representations, it will be necessary to produce nested sums or coupled linear differential equations (linear systems with one extra differential operator) that contain the physical problems as solutions. In all these cases it will be a central task to solve gigantic linear differential equations and recurrences where the solutions are composed also in terms of new special functions whose mathematical properties are completely unknown. In order to carry out these monster calculations, many non-trivial obstacles have to be overcome that will be only feasible with a new generation of computer algebra technologies. In particular, new algorithms within the field of symbolic summation and integration but also new technologies from the field of special functions will be developed. A special challenge will be the implementation of these sophisticated algorithms in form of stable and highly efficient software packages. In summary, we plan to simplify gigantic expressions of multi-loop Feynman integrals with the help of our optimized and novel computer algebra technologies and will process them further to a form that is urgently needed, e.g., for the Large Hardron Collider (LHC) and its planned successor at CERN, the FCC. In particular, our results will contribute substantially to gain further fascinating insight within the world of particle physics.

To understand the fundamental building blocks of the microcosm, scientists perform extremely high-energy collisions at CERN's Large Hadron Collider (LHC). In these experiments, as well as at future accelerators, measurement accuracy is crucial: to detect even the smallest deviations that could point to previously unknown laws of nature and new elementary particles, theoretical predictions in physics must be far more precise than the experimental data. This is precisely where our project comes in. The goal was to calculate extremely complex mathematical processes of quantum chromodynamics (the theory of strong interactions) with exact precision. At the center were so-called 3-loop calculations - highly complex quantum corrections that are essential for accurately determining the production rate of top quarks (the heaviest known elementary particle), as well as other heavy quarks. Since manual calculations of these processes far exceed human capabilities, the project team, in collaboration with the German Electron Synchrotron (DESY), developed novel methods in computer algebra and the theory of higher special functions. These software tools make it possible to fully automate the simplification of gigantic expressions of Feynman integrals and evaluate them numerically with extremely high precision. The key milestones of the project: Breakthrough in 3-loop form factors: After years of preparatory work, the team succeeded in decoding the enormously difficult mathematical contributions to the top-anti-top quark production rate at the LHC and at future electron-positron colliders, such as the planned FCC-ee at CERN. By calculating up to 40,000 series coefficients and utilizing specialized computer algebra software, physical expressions could be determined with a precision of up to 4,000 decimal places and translated into exact mathematical formulas. Completion of an 18-year long-term project: The calculation of the so-called massive 3-loop operator matrix elements was fully completed in collaboration between the Research Institute for Symbolic Computation (RISC) and DESY. For the first time, these results provide the global physics community with fast, high-precision tools to correctly describe the internal structure of protons in collisions at the 3-loop level, which will also impact future extractions of the value of the strong coupling constant. In addition to the physical results, the project led to significant advances in symbolic mathematics and the theory of special functions. The algorithms developed for solving coupled differential and difference equations, analyzing and determining the properties of the special functions that arise, and simplifying complex sums are now even finding applications in pure number theory.

Research institution(s)
  • Universität Linz - 100%
International project participants
  • Johannes Blümlein, DESY Zeuthen - Germany
  • Peter Marquard, DESY Zeuthen - Germany

Research Output

  • 101 Citations
  • 38 Publications
  • 1 Software
  • 3 Scientific Awards
Publications
  • 2027
    Title A Survey onSymbolic Summation inDifference Rings; In: Computer Algebra in Scientific Computing - 28th International Workshop, CASC 2026, Bath, UK, August 31 - September 4, 2026, Proceedings
    DOI 10.1007/978-3-032-34586-8_1
    Type Book Chapter
    Publisher Springer Nature Switzerland
  • 2026
    Title The two-mass contributions to the three-loop massive operator matrix elements $${\widetilde{A}}_{Qg}^{(3)}$$ and $${\Delta \widetilde{A}}_{Qg}^{(3)}$$
    DOI 10.1007/jhep01(2026)111
    Type Journal Article
    Author Ablinger J
    Journal Journal of High Energy Physics
  • 2026
    Title The single-mass variable flavor number scheme at three-loop order
    DOI 10.1007/jhep03(2026)248
    Type Journal Article
    Author Ablinger J
    Journal Journal of High Energy Physics
  • 2026
    Title Erratum: The three-loop polarized singlet anomalous dimensions from off-shell operator matrix elements
    DOI 10.1007/jhep02(2026)049
    Type Journal Article
    Author Blümlein J
    Journal Journal of High Energy Physics
  • 2026
    Title The q-extension of iterated integrals and nested sums in quantum field theory
    Type Other
    Author Blümlein J.
    Link Publication
  • 2026
    Title The variable flavor number scheme to three-loop order
    Type Conference Proceeding Abstract
    Author Ablinger J
    Conference Proceedings of Loops and Legs in Quantum Field Theory
    Pages 1-11
    Link Publication
  • 2026
    Title Holonomic techniques for massive 3-loop form factors: the gluonic case
    Type Conference Proceeding Abstract
    Author Bluemlein J
    Conference Proceedings of Loops and Legs in Quantum Field Theory
    Pages 1-11
    Link Publication
  • 2026
    Title Complete Reductions and Idempotent Representations for $R\Pi\Sigma^*$-towers
    Type Other
    Author Gao Y.
    Pages 1-51
    Link Publication
  • 2026
    Title Analytic results on the massive three-loop form factors: gluonic contributions
    Type Other
    Author Bluemlein J
    Link Publication
  • 2026
    Title The complete three-loop unpolarized and polarized massive operator matrix elements and asymptotic Wilson coefficients
    DOI 10.22323/1.497.0076
    Type Conference Proceeding Abstract
    Author Bluemleim J
    Pages 076
  • 2026
    Title Holonomic techniqes for massive 3-loop form factors: the gluonic case
    DOI 10.22323/1.521.0071
    Type Conference Proceeding Abstract
    Author Schneider C
    Pages 071
  • 2026
    Title The variable flavor number scheme to three-loop order
    DOI 10.22323/1.521.0025
    Type Conference Proceeding Abstract
    Author Bluemleim J
    Pages 025
  • 2026
    Title The heavy quark-antiquark asymmetry in the variable flavor number scheme
    DOI 10.1016/j.physletb.2026.140411
    Type Journal Article
    Author Behring A
    Journal Physics Letters B
  • 2026
    Title The three-loop single-mass heavy-flavor corrections to the structure functions F2(x, Q2) and g1(x, Q2)
    DOI 10.1016/j.physletb.2026.140540
    Type Journal Article
    Author Ablinger J
    Journal Physics Letters B
  • 2025
    Title Creative telescoping for hypergeometric double sums
    DOI 10.1016/j.jsc.2024.102394
    Type Journal Article
    Author Paule P
    Journal Journal of Symbolic Computation
    Pages 102394
    Link Publication
  • 2023
    Title Recent 3-Loop Heavy Flavor Corrections to Deep-Inelastic Scattering
    DOI 10.22323/1.432.0046
    Type Conference Proceeding Abstract
    Author Bluemleim J
    Pages 046
  • 2022
    Title The SAGEX review on scattering amplitudes Chapter 4: Multi-loop Feynman integrals
    DOI 10.1088/1751-8121/ac8086
    Type Journal Article
    Author Blümlein J
    Journal Journal of Physics A: Mathematical and Theoretical
    Pages 443005
    Link Publication
  • 2022
    Title The two-loop massless off-shell QCD operator matrix elements to finite terms
    DOI 10.1016/j.nuclphysb.2022.115794
    Type Journal Article
    Author Blümlein J
    Journal Nuclear Physics B
    Pages 115794
    Link Publication
  • 2024
    Title ERROR BOUNDS FOR THE ASYMPTOTIC EXPANSION OF THE PARTITION FUNCTION
    DOI 10.1216/rmj.2024.54.1551
    Type Journal Article
    Author Banerjee K
    Journal Rocky Mountain Journal of Mathematics
  • 2024
    Title Challenges for analytic calculations of the massive three-loop form factors
    DOI 10.22323/1.467.0031
    Type Conference Proceeding Abstract
    Author De Freitas A
    Pages 031
  • 2024
    Title The three-loop single-mass heavy flavor corrections to deep-inelastic scattering
    DOI 10.22323/1.467.0047
    Type Conference Proceeding Abstract
    Author Bluemleim J
    Pages 047
  • 2023
    Title Analytic results on the massive three-loop form factors: Quarkonic contributions
    DOI 10.1103/physrevd.108.094003
    Type Journal Article
    Author Blümlein J
    Journal Physical Review D
    Pages 094003
    Link Publication
  • 2023
    Title Hypergeometric structures in Feynman integrals
    DOI 10.1007/s10472-023-09831-8
    Type Journal Article
    Author Blümlein J
    Journal Annals of Mathematics and Artificial Intelligence
    Pages 591-649
    Link Publication
  • 2023
    Title Order bounds for C2-finite sequences
    DOI 10.1145/3597066.3597070
    Type Conference Proceeding Abstract
    Author Kauers M
    Pages 389-397
    Link Publication
  • 2025
    Title Telescoping Algorithms for $Sigma^*$-Extensions via Complete Reductions
    Type Other
    Author Chen S.
    Pages 1-35
    Link Publication
  • 2025
    Title Computer algebra for special functions
    Type PhD Thesis
    Author Nikolai Fadeev
    Link Publication
  • 2024
    Title The non-first-order-factorizable contributions to the three-loop single-mass operator matrix elements A Q g ( 3 ) and ? A Q g ( 3 )
    DOI 10.1016/j.physletb.2024.138713
    Type Journal Article
    Author Ablinger J
    Journal Physics Letters B
    Pages 138713
    Link Publication
  • 2024
    Title The first–order factorizable contributions to the three–loop massive operator matrix elements A Q g ( 3 ) and ? A Q g ( 3 )
    DOI 10.1016/j.nuclphysb.2023.116427
    Type Journal Article
    Author Ablinger J
    Journal Nuclear Physics B
    Pages 116427
    Link Publication
  • 2024
    Title Representation of hypergeometric products of higher nesting depths in difference rings
    DOI 10.1016/j.jsc.2023.03.002
    Type Journal Article
    Author Ocansey E
    Journal Journal of Symbolic Computation
    Pages 1-50
    Link Publication
  • 2023
    Title Refined telescoping algorithms in R -extensions to reduce the degrees of the denominators
    DOI 10.1145/3597066.3597073
    Type Conference Proceeding Abstract
    Author Schneider C
    Pages 498-507
  • 2023
    Title Computing Mellin Representations and Asymptotics of Nested Binomial Sums in a Symbolic Way: The RICA Package
    DOI 10.1145/3614408.3614410
    Type Journal Article
    Author Blümlein J
    Journal ACM Communications in Computer Algebra
  • 2022
    Title Chapter 4: Multi-loop Feynman integral
    DOI 10.3204/pubdb-2022-07554
    Type Other
    Author Blümlein J
    Link Publication
  • 2022
    Title Computer Algebra,and Hypergeometric Structures for Feynman Integrals
    DOI 10.22323/1.416.0041
    Type Conference Proceeding Abstract
    Author Schneider C
    Pages 041
  • 2022
    Title The 3-loop anomalous dimensions from off-shell operator matrix elements
    DOI 10.22323/1.416.0048
    Type Conference Proceeding Abstract
    Author Bluemleim J
    Pages 048
  • 2022
    Title The Unpolarized and Polarized Single-Mass Three-Loop Heavy Flavor Operator Matrix Elements $A_{gg, Q}$ and $Delta A_{gg, Q}$
    DOI 10.35011/risc.22-15
    Author Ablinger J
    Link Publication
  • 2022
    Title The three-loop polarized singlet anomalous dimensions from off-shell operator matrix elements
    DOI 10.1007/jhep01(2022)193
    Type Journal Article
    Author Blümlein J
    Journal Journal of High Energy Physics
  • 2022
    Title The massless three-loop Wilson coefficients for the deep-inelastic structure functions F2, FL, xF3 and g1
    DOI 10.1007/jhep11(2022)156
    Type Journal Article
    Author Blümlein J
    Journal Journal of High Energy Physics
  • 2022
    Title The unpolarized and polarized single-mass three-loop heavy flavor operator matrix elements Agg,Q and Agg,Q
    DOI 10.1007/jhep12(2022)134
    Type Journal Article
    Author Ablinger J
    Journal Journal of High Energy Physics
Software
  • 2025 Link
    Title Rule Induced Convolutions for Asymptotics (RICA)
    Link Link
Scientific Awards
  • 2026
    Title Key note lecture with the title "On symbolic summation in difference rings" at the 28th International Workshop on Computer Algebra in Scientific Computing (CASC) in Bath, England.
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2025
    Title Symbolic summation, linear difference equations and challenging applications, Plenary talk at 27th International Conference on Difference Equations and Applications (ICDEA), Paris-Saclay, France
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2025
    Title Series of three invited lectures with the title "Summation theory of difference rings and applications" at the conference Enumerative combinatorics and effective aspects of differential equations, CIRM, Marseille, France.
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International

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