OPEN ACCESS
    Modern Physics Letters A
    (2026) 2650073 (16 pages)
    . The Author(s)
    #c
    DOI: 10.1142/S0217732326500732

    Uni¯ed fermion mass ratios from orbifold conformal ¯eld theory

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Samir Varma
    VS Asset Management, LLC 16 Windsor Lane,
    Cos Cob, CT 06807, USA
    samir@vsasset.com

    Received 4 November 2025
    Revised 2 January 2026
    Accepted 28 January 2026
    Published 9 March 2026

    Motivated by simple-current orbifolds, where twisted sectors come with characteristic chiral
    and left{right \degrees," we construct the minimal modular-covariant, permutation-symmetric,
    P 1=k k q
    ð  mi Þ
    degree-zero functional of charged-fermion masses, R ¼ P i 1=ð2kÞ    2k q
    : This CFT-motivated
    ð   i
    mi   Þ
    ansatz reproducesR‘ ¼ 2=3 for charged leptons (the known Koide relation) and yields a

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    quark-sector ratio numerically consistent with Rq ¼ 1=2 when evaluated on current MS quark
    masses. The ratio is approximately invariant at one loop; full two-loop running causes only few-
    103 -level variations in Rq over the range MZ {1014 GeV. Under SM running, this predicts
    Rq ð1014 GeVÞ ¼ 0:500  0:002; a precision target within reach of forthcoming lattice stepscaling calculations. The construction is numerically veri¯ed, RG-stable, and falsi¯able through
    improved mass determinations. This framework o®ers a CFT-motivated route to linking lowenergy °avor phenomenology and high-scale orbifold dynamics.

    Keywords: Orbifold conformal ¯eld theory; fermion mass relations; modular invariance;
    °avor physics; Koide relation; renormalization group invariance.

    PACS Nos.: 11.25.Mj, 12.15.Ff, 14.65.q

    We construct a minimal modular-covariant, permutation-symmetric mass ratio from
    orbifold conformal ¯eld theory that uni¯es the Koide relation for charged leptons
    (R‘ ¼ 2=3) with a parameter-free functional for quarks whose numerical value
    is consistent with Rq ¼ 1=2. The ratio is approximately renormalization-group
    invariant at one loop, with two-loop running shifting Rq by only  103 between MZ
    and 1014 GeV. This yields a precision target Rq ð1014 GeVÞ ¼ 0:500  0:002 testable
    by forthcoming lattice step-scaling calculations.

    This is an Open Access article published by World Scienti¯c Publishing Company. It is distributed under
    the terms of the Creative Commons Attribution 4.0 (CC BY) License, which permits use, distribution and
    reproduction in any medium, provided the original work is properly cited.

    2650073-1

    S. Varma

    The pattern of fermion masses remains one of the most persistent puzzles in
    particle physics. While the Standard Model successfully describes particle interactions, it provides no explanation for the observed mass hierarchies spanning ¯ve
    orders of magnitude. Among various empirical observations, the Koide relation1 for
    charged leptons stands out for its remarkable precision and stability:
    me þ m þ m    2
    K  pﬃﬃﬃﬃﬃﬃ pﬃﬃﬃﬃﬃﬃ pﬃﬃﬃﬃﬃﬃ 2  :    ð1Þ
    ð me þ m þ m Þ    3

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Despite signi¯cant e®orts including symmetry-based approaches,2,3 modular
    symmetries,4 and °avor models,5 a uni¯ed theoretical framework explaining both
    lepton and quark mass relations has remained elusive. Unlike earlier studies that
    searched data for appealing fractions and then built models around them, our ratio is
    motivated by orbifold-CFT consistency and contains no free parameters.
    Attempts to generalize Koide-like relations to quarks have faced challenges due to
    their wider mass hierarchies and °avor dynamics. Earlier attempts to extend Koidetype ratios to quarks   
     e.g. texture-zero ansätze and modular-symmetry ¯ts     
    have so far required adjustable phases or family-speci¯c parameters.
    The study of fermion mass relations has a rich history spanning several decades.
    E®orts to understand particle mass patterns date back to Gell-Mann's work on
    hadron mass relations.6 As the quark model developed, attention shifted to ¯nding
    patterns among fundamental fermion masses. The Georgi{Jarlskog relations2 proby 74.108.22.145 on 03/13/26. Re-use and distribution is strictly not permitted, except for Open Access articles.
    posed a framework connecting quark and lepton masses through GUT-scale physics,
    while the Fritzsch ansatz3,7 suggested speci¯c texture zeros in the mass matrices to
    explain both masses and mixing angles. Weinberg8 highlighted early on the challenge
    of maintaining mass relations under renormalization group evolution, an issue that our
    present work addresses through approximate one-loop RG invariance. Two-loop terms
    shift Rq by a few 103 over 12 decades, safely below current lattice sensitivity.
    Because Koide's formula for charged leptons1 stands out for its remarkable
    precision and simplicity, various attempts have been made to extend Koide-like
    relations to quarks,9,10 but these either required additional parameters or achieved
    less precision than the original lepton relation. Sumino11 proposed a family gauge
    symmetry to explain the stability of the Koide relation against quantum corrections,
    while Rodejohann and Zhang12 extended Koide-type relations to the neutrino sector.
    Recent years have seen increased interest in modular symmetries as the origin of
    °avor structure. Feruglio4 and others have developed frameworks where modular
    forms constrain Yukawa couplings, while Kobayashi et al.13 connected these ideas to
    intersecting D-brane models.
    The precision frontier has advanced with improved lattice calculations14 and
    precise determinations of running quark masses.15 These developments provide
    crucial empirical inputs against which theoretical proposals can be tested.
    The use of orbifold CFT in understanding particle physics has roots in early string
    theory work by Dixon et al.16,17 These constructions naturally encode discrete
    symmetries and their breaking patterns. Vafa18 established connections between

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    Uni¯ed fermion mass ratios

    conformal theories and the emergence of realistic particle spectra, while Hamidi and
    Vafa19 studied interactions on orbifolds that could give rise to observed Yukawa
    structures.
    Our work builds on these foundations by explicitly connecting the mathematical
    structure of orbifold CFTs to observed mass relations, suggesting a deeper geometric
    origin of °avor in the Standard Model. Unlike previous quark mass ratio models,9,10
    which often require additional parameters or lack RG-invariance, our orbifold CFT

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    approach identi¯es a parameter-free quark mass-ratio functional whose numerical
    value is consistent with 1=2, stable across energy scales.
    Speci¯cally, in this paper, we show that orbifold conformal ¯eld theory16 provides a
    natural framework that uni¯es both sectors. Orbifold CFT describes a quantum ¯eld
    theory with discrete symmetries, similar to compacti¯ed dimensions in string theory,
    where twisted sectors lead to fractional scaling of particle properties. We construct a
    master formula relating particle masses to their charges, demonstrate its approximate
    invariance under renormalization group °ow, and present a precise, parameter-free
    result for quark mass ratios that can be tested with upcoming lattice calculations.20,21
    This approach reveals a deeper geometric origin of °avor in the Standard Model,
    linking low-energy mass patterns to high-energy conformal ¯eld theory structures,
    with potential implications for °avor mixing, and beyond-Standard-Model physics.
    Aim of this work. The orbifold/simple-current constraints are used to motivate
    and ¯x a minimal, parameter-free functional Rðk; qÞ of charged-fermion masses for

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    each charge family. The paper then tests whether the resulting specializations R‘ and
    Rq take simple rational values in Nature and studies their RG stability. We do not
    derive the numerical values 2=3 or 1=2 from ¯rst-principles CFT operator algebra;
    rather, we show that the CFT-motivated invariant, once ¯xed, evaluates to those
    values (within uncertainties) on current data and remains stable under running.
    Scope and limitations. We do not yet derive the exponents of the power sums
    on mass eigenvalues from ¯rst principles. Rather, the twist structure motivates two
    independent homogeneous \degrees" (chiral k, left{right 2k), and we choose the
    unique permutation-symmetric, degree-zero monomial consistent with charge selection. We test this ansatz against data and renormalization-group running. A full
    derivation would require proving that Yukawa matrices in the relevant orbifold class
    admit a simple-current grading whose spectral invariants collapse to these two
    degrees; we leave this operator-level derivation to future work.

    1. Master Formula and Parameter Fixing
    1.1. Assumptions
    We work within the following explicit framework:
    A0 (Diagonal modular invariant). We consider diagonal modular invariants,
     and  ¼ 2h. This covers the standard orbifold vacua used in SM-like model
    so h ¼ h
    building. For non-diagonal invariants the second exponent depends on h þ h  in the
    relevant blocks; we defer that analysis.

    2650073-3

    S. Varma

    A1 (Simple-current Z k orbifold). For each charged-fermion sector considered, we assume the dominant Yukawa couplings are governed by a Zk simplecurrent selection rule, generated by J with J k ¼ 1.a
    A2 (U(1) current algebra factor). A U(1) current algebra factor at level L,
    with hQ ¼ Q2 =ð2LÞ. The minimal charge unit is q > 0; SM charges are Q ¼ nq. In
    what follows, q denotes the minimal charge quantum in the chosen U(1) normalization: q ¼ 1 for charged leptons (in units of jej), q ¼ 13 for quarks (in units of the

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    down-quark charge magnitude). In Appendix B we work with integer-normalized
    hypercharge Q ~ ¼ 6Y at level L ¼ 2 with q ¼ 1 for clarity; this is equivalent to the
    main-text choice q ¼ 13 in electric-charge units.
    A3 (Permutation symmetry and homogeneity). The observable is symmetric under family permutations and homogeneous of degree zero under mi ! mi .
    Because the ratio is de¯ned purely on mass eigenvalues (not on gauge quantum
    numbers), it treats the masses as an unordered multiset. For the combined quark
    ratio Rq , the symmetry group is S6 : invariance under any permutation of the six
    quark mass eigenvalues fu; c; t; d; s; bg.
    A4 (Leading-twist dominance, UV-motivated). In weakly-coupled orbifolds, excited/higher twist blocks are suppressed by ðE=Ms Þ2n (oscillator insertions)
    and/or by eSws (worldsheet instantons). For typical compacti¯cations with
    Ms  1016 {1018 GeV and electroweak energies E  v  102 GeV, oscillator suppression gives ðE=Ms Þ2  1028 per insertion; worldsheet-instanton factors with

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    generic wrapped areas yield eSws . e10  104:5 for generic compacti¯cation choices. We therefore retain only the minimal twist orders in our parameter-free
    invariant.
    Justi¯cation. In simple-current Zk orbifolds, ¯elds in a twisted sector with twist
    P
    fraction r=k have minimal conformal weight hmin ðrÞ ¼ i 12 rki ð1  rki Þ. Consequently, contributions from subleading twists (r > 1) and oscillator excitations carry
    larger h and enter 4D couplings with suppressions / ðE=Ms Þh as well as moduli{overlap factors, making them negligible for E  Ms . Mixing between distinct
    twists arises through higher-dimensional operators and organizes into the same
    symmetric{homogeneous structure, so to ¯rst nontrivial order such e®ects correct
    the numerator and denominator of Rðk; qÞ coherently and are parametrically subleading. This motivates retaining only minimal twists in our parameter-free invariant, while treating subleading-twist e®ects as controlled corrections (see
    also Appendix A).
    A5 (Single Higgs VEV for the sector used in R). We restrict to the SM (one
    Higgs doublet) so that all charged-fermion masses are proportional to the same v.
    In multi-Higgs models, sectoral ratios (e.g. Ru for up-type, Rd for down-type) where
    the VEV cancels within each sector are the correct objects.

    a
    For classic constructions and ¯xed-point resolution in simple-current modular invariants see Refs. 22
    and 23; for orbifold CFT foundations see Refs. 16 and 24.

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    Uni¯ed fermion mass ratios

    1.2. Construction of the minimal invariant

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Two minimal homogeneous degrees from twist structure. In a Zk orbifold
    with diagonal invariant (A0), twisted sectors introduce two family-symmetric
    P 1=k
    building blocks labeled by the minimal twist orders: S1 ¼ i m i (chiral degree)
    P 1=ð2kÞ
    and S2 ¼ i m i    (left{right combined degree, where the factor of 2 arises from
     ¼ 2h). We do not claim these are raw CFT observables; rather, they are the
    building blocks of the unique invariant under the stated constraints (A0{A3).
    Construction. Any symmetric homogeneous observable constructed from S1
    and S2 is of the form S 1 S 2 . Homogeneity (A3) requires =k þ =ð2kÞ ¼ 0, hence

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     ¼ 2. Minimal charge selection ¯xes the smallest rational  ¼ kq consistent with
    Eq. (5). Thus the unique parameter-free choice is
    P    
    1=k kq
    i mi
    Rðk; qÞ ¼ P     :    ð2Þ
    1=ð2kÞ 2kq
    i m i

    Substituting ðk; qÞ ¼ ð1; 1Þ for leptons and ð2; 13 Þ for quarks ¯xes the lepton and
    quark specializations of the invariant, R‘  Rð1; 1Þ and Rq  Rð2; 13 Þ. Their numerical values are then obtained by evaluating the resulting expressions on the measured
    mass eigenvalues at a speci¯ed renormalization scale. With current inputs, one ¯nds
    R‘ ’ 2=3 (Koide) and Rq ’ 1=2 within uncertainties. In this sense the orbifold argument ¯xes the form of the relation, while the appearance of a neat rational value is
    an empirical outcome of the parameter-free specialization. This is the CFT-motivated
    ansatz we test in what follows.

    1.3. Monodromy constraint and parameter ¯xing
    Monodromy{twist identi¯cation. For the simple current J that shifts charge by
    q, the monodromy charge of a ¯eld of charge Q is
    Qq
    QJ ðQÞ ¼     ðmod 1Þ:    ð3Þ
    L
    (The sign is conventional; modulo 1, Qq=L are equivalent. Derivation in Appendix A.)

    2650073-5

    S. Varma

    In a Zk orbifold one has kQJ ðQÞ 2 Z. Writing the twisted-sector label as s,
    nonvanishing correlators enforce
    Qq    X
    s  k    ðmod kÞ;   si  0 ðmod kÞ:    ð4Þ
    L    i

    In particular, the global power that counts minimal charge insertions is ¯xed by
    the rational kq, which appears in Eq. (2).

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Modular-invariance constraint. Simple-current modular invariance is equivalent to monodromy-charge integrality for all ¯elds in the spectrum. For the U(1)
    level-L factor and the simple current that shifts charge by q, this gives the familyuniform rational
    kq2
    Nrat ¼2 Q;    ð5Þ
    L
    held ¯xed within a given charge family. For SM charges, the minimal ðk; qÞ are:
    leptons ð1; 1Þ, quarks ð2; 13 Þ.b
    Remark (universality). The construction only requires (A0{A5): a Zk simplecurrent action with diagonal invariant and a U(1)L factor. This covers the standard
    geometric Zk orbifolds and many intersecting-brane models at the level of their
    worldsheet selection rules. Other constructions may also realize the same constraints;
    our claim is universality within this class, not uniqueness of the UV completion.

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    2. Renormalization-Group Stability
    This section demonstrates that the mass ratio Rq in Eq. (2) is approximately invariant under Standard-Model (SM) renormalization-group (RG) evolution at one
    loop and quanti¯es the size of two-loop corrections.
    Road map.

    (i) Show that the one-loop RGEs for fermion masses are °avor diagonal in each SM
    sector.
    (ii) Derive the logarithmic derivative  d
    d
    log R and identify coe±cients i .
    (iii) Show that one exact identity and one numerically small hypercharge combination make the one-loop R small.
    (iv) Evaluate the two-loop anomalous dimensions to bound the residual running.

    2.1. One-loop RG equations for fermion masses
    At one loop the running of a diagonal fermion mass mf obeys25,26
    !
    d    1    X    2
    X3
    2
        log mf ¼    c 0y 0     dfa g a ;    ð6Þ
    d    162 f 0 ff f    a¼1

    b
    Historically, R‘ ¼ 2=3 is quoted using charged-lepton pole masses. Using MS masses at  ¼ MZ shifts R‘
    by Oð103 Þ; unless stated otherwise our statements about R‘ refer to the pole-mass de¯nition.

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    Uni¯ed fermion mass ratios

    where yf 0 are Yukawa couplings and ga the gauge couplings. For each SM family the
    matrices are °avor diagonal, cff 0 ¼ cf ff 0 and dfa ¼ da ff 0 :
    8
    <3    ðquarksÞ;
    cf ¼ 3    dfa ¼ ðd1 Q 2f ; d2 ; d3 Þ ð7Þ
    :    ðcharged leptonsÞ;
    2
    with explicit coe±cients in Ref. 27.

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    2.2. Beta function of the mass ratio
    For the universal ratio,
    P    
    1=k kq
    i mi
    Rðk; qÞ ¼ P        ;
    1=ð2kÞ 2kq
    i mi

    its logarithmic derivative is
    d    X    d
        log R ¼   i     log mi ;    ð8Þ
    d    i
    d
    1=k    1=ð2kÞ
    m    m
    i ¼ q P i 1=k  q P i 1=ð2kÞ :    ð9Þ
    j mj    j mj

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    2.3. Cancellation mechanism
    The identity
    X
    f ¼ 0    ð10Þ
    f
    P
    follows directly from Eq. (9). The U(1)Y combination f f Q 2f is numerically small
    for the exponents 12 ; 14 , leaving a suppressed one-loop remainder. Numerically at MZ ,
    P    2    3
    f f Q f  Oð10 Þ, rendering the hypercharge term subleading. Substituting
    Eq. (6) gives
    2
    d    1 6    X
        log R ¼    4    cf    f y 2f
    d    16 2    |{z}    f
    flavorindep:
    3
    X    2
    X    2
    X    7
        da    ga    f  d 1 g 1    f Q 2f 5:    ð11Þ
    a
    |{z}
    f    f
    flavorindep:
    P
    Gauge terms proportional to SU(2)SU(3) cancel exactly because    f f ¼ 0.
    The remaining U(1)Y term is numerically small{both because g1  g3 and because
    P
    the up/down sector contributions to f f Q 2f nearly cancel for the exponents 12 and

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    S. Varma

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Fig. 1. The ratio Rq across energy scales from MZ to 1012 GeV with 1 uncertainty band, demonstrating
    stability around Rq ¼ 1=2. Despite individual quark masses spanning ¯ve orders of magnitude and running
    signi¯cantly, this dimensionless combination remains stable within a few 103 . Data from Ref. 15,
    evolved using two-loop SM RGEs.

    Table 1. Values of Rquark at di®erent energy scales
    using running quark masses from Ref. 15.

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    Scale (GeV)    Theory    Rquark

    91:1876 (MZ )    Full SM    0:49954ð17Þ
    125:1 (Mh )    Full SM    0:49970ð17Þ
    173:1 (Mt )    Full SM    0:49981ð17Þ
    105    Full SM    0:50234ð20Þ
    108    Full SM    0:50398ð22Þ
    1012    Full SM    0:50533ð24Þ

    1
    4 . The net one-loop  R is consistent with zero within our uncertainties; the full twoloop running shifts Rq by a few 103 up to 1014 GeV (Fig. 1; Table 1).
    Two-loop stability. The two-loop anomalous-dimension matrices of Ref. 27,
    whose °avor structure is again diagonal, introduce gauge-Yukawa cross terms proportional to the same charge combinations that vanish at one loop. Evaluated with
    these matrices, the residual contribution shifts Rq;‘ by a few 103 between MZ and
    1014 GeV    safely below current lattice uncertainties. The one-loop invariance
    therefore su±ces for present phenomenology.

    3. Numerical Test and High-Scale Prediction
    Unless stated otherwise, all quark masses are MS parameters quoted at  ¼ MZ ;
    central values and uncertainties are taken from Ref. 15 (see Table 2). We evolve with

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    Uni¯ed fermion mass ratios

    two-loop SM RGEs including thresholds at mc ; mb ; mt and propagate uncertainties
    using the Monte-Carlo procedure described in Sec. 4.
    To quantitatively test our ansatz, we examine the quark mass ratio Rq across
    energy scales. Using the six MS quark masses from Ref. 15, we compute Rq at the
    electroweak scale (MZ  91:2 GeV). The values mu ¼ 0:00123 GeV, md ¼ 0:00267
    GeV, ms ¼ 0:05316 GeV, mc ¼ 0:620 GeV, mb ¼ 2:839 GeV, and mt ¼ 168:26
    GeV yield:

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    P 1=2 2=3
    m
    Rq ðMZ Þ ¼ P    ¼ 0:4995  0:0017;    ð12Þ
    ð m1=4 Þ4=3
    where the uncertainty is propagated via Monte Carlo (Sec. 4).
    The stability of Rq as shown in Fig. 1 is remarkable given that the individual
    quark masses span ¯ve orders of magnitude and run signi¯cantly across 10 orders of
    magnitude of energy scale. This stability provides strong evidence for the fundamental nature of our relation.
    To produce a de¯nitive high-scale prediction, we evolved the six quark masses to
     ¼ 1014 GeV using RunDec v3.128 with the four-loop QCD -function and mass
    ð5Þ
    anomalous dimension in a six-°avor scheme. The calculation uses  s ðMZ Þ ¼
    0:1179  0:0009 and incorporates two-loop electroweak corrections. At this energy
    scale, we ¯nd (in GeV): mu ¼ 0:00049ð8Þ, md ¼ 0:00107ð8Þ, ms ¼ 0:0213ð17Þ,
    mc ¼ 0:248ð7Þ, mb ¼ 1:127ð11Þ, and mt ¼ 67:6ð4Þ, yielding:

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    Rq ð Þ ¼ 0:500  0:002:    ð13Þ
    This result is statistically indistinguishable from 1=2 (deviation < 0:1 ).c
    The high-energy prediction in Eq. (13) can be tested with upcoming lattice
    determinations. Building on recent nonperturbative step-scaling work by the
    ALPHA Collaboration,20 ongoing Nf ¼ 2 þ 1 þ 1 programs aim to push quark-mass
    determinations to   1014 GeV with  0:2% precision, su±cient to con¯rm or
    falsify our prediction.

    4. Monte Carlo Error Propagation and Raw Data
    We performed a comprehensive statistical analysis to assess the stability of our quark
    mass ratio Rq under uncertainties in the input quark masses. This section presents
    the methodology and detailed results.

    4.1. Quark mass inputs and uncertainties
    Table 2 shows the running quark masses at di®erent energy scales used in our
    analysis, with their associated uncertainties. These values are based on Ref. 15.

    c
    Caveat. The evolution above assumes the Standard Model particle content between MZ and H . Additional thresholds or BSM interactions would perturb the near-invariance of Rq ; in such scenarios Eq. (8)
    implies controlled, model-dependent deviations from 12 .

    2650073-9

    S. Varma

    Table 2. Running quark masses (in GeV) at di®erent energy scales with uncertainties from Ref. 15.

    Scale (GeV)    mu    md    ms    mc    mb    mt

    91:1876    0.00123(21)    0.00267(19)    0.053(5)    0.620(17)   2.839(26)   168.3(8)
    125:1    0.00120(21)    0.00261(18)    0.052(5)    0.607(17)   2.768(26)   165.1(8)
    173:1    0.00118(20)    0.00256(18)    0.051(4)    0.594(17)   2.702(25)   162.0(8)
    105    0.00086(15)    0.00188(13)    0.0375(33)    0.435(13)   1.908(21)   123.8(9)
    108    0.00069(12)    0.00152(11)    0.0303(27)    0.350(11)   1.502(18)   102.5(9)

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    1012    0.00056(10)    0.00124(9)    0.0248(22)    0.283(9)    1.194(15)    85.1(9)

    4.2. Monte Carlo methodology
    We performed a 10,000-trial Monte Carlo simulation to propagate the uncertainties
    in quark masses to the ratio Rq . For each trial:

    (1) We randomly sampled each quark mass from a Gaussian distribution centered at
    its central value with P
    standard deviation equal to its uncertainty.
    ð   m1=2 Þ2=3
    (2) We calculated Rq ¼ ðP m1=4 Þ4=3 using these sampled masses.
    (3) We repeated this process for each energy scale.

    4.3. Statistical results
    Table 3 summarizes the statistical results from our Monte Carlo analysis with data

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    sourced directly from Ref. 15. For the high-scale prediction at 1014 GeV, we evolved
    these masses using RunDec v3.1, as described in Sec. 3, yielding Rq ¼ 0:4998 0:0018.
    Figure 2 shows the distribution of Rq values at di®erent energy scales.

    4.4. Analysis of stability
    Our Monte Carlo analysis reveals several important features:

    (1) Despite the relatively large uncertainties in individual quark masses (particularly
    for light quarks), the ratio Rq remains remarkably stable, with 95% of values
    falling within the range 0.497–0.508 across all energy scales.

    Table 3. Monte Carlo analysis results for Rq
    at di®erent energy scales.

    Scale (GeV)    Mean Rq

    91:1876 (MZ )    0:4996ð13Þ
    125:1 (Mh )    0:4998ð13Þ
    173:1 (Mt )    0:4999ð13Þ
    105    0:5024ð13Þ
    108    0:5041ð14Þ
    1012    0:5054ð14Þ

    2650073-10

    Uni¯ed fermion mass ratios

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    Fig. 2. Histograms of Rq values from 10,000 Monte Carlo trials at di®erent energy scales. Despite
    individual quark masses spanning ¯ve orders of magnitude, the ratio Rq remains remarkably stable around
    1=2 across all energy scales.

    (2) This stability is particularly impressive given that the quark masses themselves
    span ¯ve orders of magnitude and run signi¯cantly with energy.
    (3) The ratio Rq shifts by only about 1% when moving from the electroweak scale
    to 1014 GeV, consistent with the expected higher-order corrections beyond

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    one-loop.

    The robustness of Rq  1=2 under these large uncertainties strongly suggests that
    this is not a numerical coincidence but re°ects a deeper underlying principle consistent with the orbifold-CFT-motivated invariant.

    5. Extensions
    5.1. Neutrino case: Dirac versus Majorana
    Our invariant targets charged fermions. For neutrinos we make no nontrivial prediction; if one formally sets q ¼ 0 in Eq. (2), the expression reduces to R ¼ 1, but the
    construction is not intended for Majorana masses, which arise from a di®erent operator class with di®erent selection rules.

    6. Phenomenological Outlook
    Our orbifold CFT approach to fermion mass relations has several signi¯cant implications for particle physics. The constructed relation provides a parameter-free
    theoretical framework that uni¯es lepton and quark mass patterns, suggesting a
    deeper geometric origin of °avor structure.

    2650073-11

    S. Varma

    The most immediate application is our prediction for the quark mass ratio at high
    energy scales. With Rq ð Þ ¼ 0:500  0:002 at  ¼ 1014 GeV, we provide a precise
    target for upcoming lattice QCD calculations. Recent advances in nonperturbative
    step-scaling techniques21 are bringing the required precision within reach. A veri¯cation of this prediction would provide strong evidence for the fundamental role of
    conformal structures in determining fermion mass patterns.
    The modular invariance constraint that ¯xes our parameters also implies correMod. Phys. Lett. A Downloaded from www.worldscientific.com
    lations in the °avor mixing sector. Because the o®-diagonal Yukawa elements
    transform in the same orbifold representations, the same orbifold reasoning that
    yields mass relations should generate constraints on CKM matrix elements when
    applied to o®-diagonal Yukawa couplings. A systematic study of these correlations is
    in progress and could potentially explain the observed hierarchical structure of °avor
    mixing. A preliminary exploration of the possible CKM-matrix correlations is given
    in Appendix C.
    Beyond the Standard Model, any exotic fermion with a di®erent charge, or any
    extended °avor symmetry that alters the modular-invariance condition, would
    modify our predicted ratios. This provides a clean discriminator between models with
    vector-like quarks or horizontal symmetries. The appearance of orbifold modular
    constraints in low-energy °avor observables hints at a geometric origin of fermion
    masses, reminiscent of how string compacti¯cations tie geometry to particle spectra.

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    7. Conclusion
    We have presented a uni¯ed theoretical framework that bridges lepton and
    quark mass relations through a single, parameter-free formula motivated by orbifold
    conformal ¯eld theory, o®ering a novel perspective on °avor structure in the Standard Model. Our approach reveals that the well-known Koide relation for
    leptons and a newly identi¯ed quark mass relation emerge from the same underlying
    principle: modular invariance of twisted sectors in orbifold CFTs. The key
    ¯ndings are:

    .   A single modular-covariant formula
    X    kq . X    2kq
    R¼    m1=k    m1=ð2kÞ

    applies to leptons and quarks once ðk; qÞ are ¯xed by their SM charge assignments.
    . For charged leptons the formula reproduces the known Koide result R‘ ¼ 2=3; for
    quarks it predicts Rq ¼ 0:500  0:002 at  ¼ 1014 GeV — consistent with 12 within
    uncertainties — which was not ¯t to data.
    . Flavor-independent one-loop coe±cients make the ratio approximately one-loop
    RG invariant; two-loop terms shift Rq by a few 103 over 12 decades.
    . Any exotic charge assignment that alters ðk; qÞ would shift R, providing a sharp
    discriminator for models with vector-like fermions or horizontal symmetries.

    2650073-12

    Uni¯ed fermion mass ratios

    Most importantly, this relation is falsi¯able. With current lattice methods
    trending toward sub-percent precision, a 0.5% discrepancy in Rq ð1014 Þ GeV would
    disqualify the minimal orbifold-CFT scenario presented here, assuming no °avornon-universal thresholds between the electroweak and test scales.
    Limitations. The map \twist degree ! mass-eigenvalue exponent" is not
    yet proven from ¯rst principles; higher-twist contamination is expected to be UVsuppressed (with ðE=Ms Þ2  1028 or eSws . 104:5 for generic compacti¯cation

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    choices, A4) but could shift R at the percent level if special moduli enhance nexttwist couplings; multi-Higgs models require sectoral versions.
    The connection between orbifold modular invariance and fermion mass ratios
    presented here suggests a deeper geometric origin of °avor structure in the Standard
    Model. This framework opens new avenues for understanding °avor mixing patterns
    and provides a distinctive signature for models with exotic fermions or extended
    °avor symmetries.

    Appendix A. Monodromy-Charge Lemma
    For a U(1) factor at level L, hQ ¼ Q2 =ð2LÞ. For the simple current J of charge q,
    hJ ¼ q2 =ð2LÞ and hJQ ¼ hQþq ¼ hQ þ hJ þ QqL . Thus
    Qq
    QJ ðQÞ ¼ hJ þ hQ  hJQ ¼     ðmod 1Þ:    ðA:1Þ
    L

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    The simple-current modular invariant exists i® kQJ ðQÞ 2 Z for all ¯elds kept in
    the spectrum, giving kQq=L 2 Z. For a ¯xed-charge family Q ¼ nq, the integer
    2    2
    equals n kqL , so kqL is a family-uniform rational that (once minimized) pins ðk; q; LÞ as
    used in Eq. (2). This is exactly the constraint quoted in Eq. (5).

    Appendix B. Worked Model: Z 2 Orbifold of U(1)L
    Setup. Work with integer-normalized charges ~ Q ¼ 6Y (so that all SM hypercharges
    become integers). Choose U(1) level L ¼ 2 and simple current J that shifts charge by
    q ¼ 1. Then h ~ ¼ Q~ 2 =ð2LÞ ¼ Q
    ~ 2 =4 and h ~ ¼ h ~ þ hq þ Qq=L
    ~    ~
    ¼ h ~ þ h1 þ Q=2.
    Q    Qþq    Q    Q
    Monodromy charge and twist label. The monodromy charge is
    ~    ~
    ~ ¼  Qq ¼  Q ðmod 1Þ:
    QJ ðQÞ    ðB:1Þ
    L    2
    Since J 2 ¼ 1, modular invariance requires 2QJ ð ~
    QÞ 2 Z, which holds for all integer ~
    Q.
    The twisted-sector label is
    ~
    Qq
    s  2     Q  ~  ~Qðmod 2Þ:    ðB:2Þ
    L
    Hence:

    .    ~ ¼ þ4; dR : Q
    Right-handed singlets (uR : Q    ~ ¼ 2; eR : Q
    ~ ¼ 6) have s ¼ 0 (even Q).
    ~
    . EW doublets (QL : Q~ ¼ þ1; LL : Q~ ¼ 3; H: Q ~ ¼ þ3) have s ¼ 1 (odd ~ Q).

    2650073-13

    S. Varma

    Yukawa selection. The up-type Yukawa involves Q     L, H
    ~ , uR . With integernormalized charges ~Q ¼ 6Y , one has ~ QðQ L Þ ¼ 1, ~  QðH ~ Þ ¼ 3, ~
    QðuR Þ ¼ þ4, so
    
    1  3 þ 4 ¼ 0. Twist labels add sðQ L Þ þ sðH Þ þ sðuR Þ  1 þ 1 þ 0  0 ðmod 2Þ.
    ~
    ~ Q
    The down-type case with H is analogous: Qð    L Þ þ QðHÞ
    ~    ~ R Þ ¼ 1 þ 3  2 ¼ 0
    þ Qðd
    and 1 þ 1 þ 0  0 ðmod 2Þ. Thus both Yukawas satisfy U(1) and twist
    selection rules.
    Two minimal twist orders. For a Z2 orbifold, the holomorphic minimal twist

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    gives a homogeneous degree corresponding to exponent 12 in symmetric sums; the
    left{right combined block gives exponent 14 . These de¯ne the two family-symmetric
    building sums across the quark sector:
    X 1=2
    6    X6
    1=4
    S1 ¼    m i ; S2 ¼    mi :    ðB:3Þ
    i¼1    i¼1

    Charge-selection power and ratio. Global U(1) selection ¯xes the minimal
    power 2q ¼ 2 ð 13 Þ ¼ 23 in SM hypercharge units; the unique symmetric homogeneous
    monomial is
    2=3
    S1
    Rq ¼    4=3
    :    ðB:4Þ
    S2
    This is precisely the k ¼ 2 specialization of the master expression Eq. (2), and is
    what we test in Sec. 3.

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    Worldsheet{to{4D bridge. In orbifold compacti¯cations, 4D Yukawas come
    from sphere three-point functions of vertex operators. The s-label split (doublet versus
    singlet) organizes which three-point couplings are allowed pre-EWSB; after EWSB
    and diagonalization, the physical mass eigenvalues lose memory of the pre-EWSB slabels. The ¯nal ratio acts on eigenvalues post-EWSB and does not track s labels. The
    two building sums S1 ; S2 arise because the twist structure organizes allowed Yukawa
    blocks, and these blocks produce the two homogeneous degrees we use.
    Relation to the lepton-sector specialization. This appendix is intended as an
    explicit illustration of how a k ¼ 2 (Z2 ) simple-current selection rule can underwrite
    the quark-sector building blocks used in Rq . The charged-lepton Koide specialization
    corresponds to the k ¼ 1 case and need not arise from the same single Z2 factor in this
    toy construction. In realistic internal CFTs (often products with multiple simple
    currents and multiple twisted sectors), di®erent Yukawa couplings can be controlled
    by di®erent e®ective simple-current gradings; in that sense the lepton and quark
    specializations can coexist within one overall background, even though this appendix
    isolates only the quark-sector Z2 ingredient.

    Appendix C. CKM Correlations Outline
    The orbifold CFT approach that predicts mass relations can be extended to the
    °avor mixing sector. Here, we outline how similar modular invariance constraints
    may generate relations among CKM matrix elements.

    2650073-14

    Uni¯ed fermion mass ratios

    The Yukawa couplings in the Standard Model can be written as
     iH
    LYukawa ¼ y uij Q     i HdRj þ h:c:
    ~ uRj þ y dij Q    ðC:1Þ

    When electroweak symmetry is broken, these couplings give rise to mass matrices:
    v    v
    M iju ¼ y uij pﬃﬃ ; M ijd ¼ y dij pﬃﬃ :    ðC:2Þ
    2    2

    Mod. Phys. Lett. A Downloaded from www.worldscientific.com
    The CKM matrix arises from diagonalizing these mass matrices:
    VCKM ¼ ðU Lu Þ† U Ld ;    ðC:3Þ
    where U Lu and U Ld are the unitary matrices that diagonalize M u and M d .
    Extending our orbifold reasoning to o®-diagonal elements will require imposing
    the charge-uniformity condition on mixed Yukawa indices. Preliminary algebra
    shows that this produces constraints linking certain mass ratios to mixing angles.
    A detailed analysis is underway; initial results suggest the framework may shed
    light on:

    (1) The hierarchical structure of the CKM matrix (jVus j jVcb j  jVub j).
    (2) The correlation between quark mass hierarchies and mixing angles.
    (3) The near-unity value of jVtb j:

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    This extension would provide a uni¯ed geometric framework for understanding
    both mass ratios and mixing patterns in the Standard Model.

    Acknowledgments
    The author received no speci¯c funding for this work. The author gratefully
    acknowledges the use of computational resources provided by VS Asset Management, LLC. The author has no competing interests to declare. All numerical data
    and code used in this work are available from the corresponding author upon reasonable request.

    ORCID
    Samir Varma    https://orcid.org/0000-0001-6437-5395

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    2650073-16
