Free fermionic probability theory and k-theoretic schubert calculus
Forum of Mathematics, Sigma, Tome 13 (2025) no. 1, p. e197

Voir la notice de l'article provenant de la source Cambridge University Press

For each of the four particle processes given by Dieker and Warren, we show the n-step transition kernels are given by the (dual) (weak) refined symmetric Grothendieck functions up to a simple overall factor. We do so by encoding the particle dynamics as the basis of free fermions first introduced by the first author, which we translate into deformed Schur operators acting on partitions. We provide a direct combinatorial proof of this relationship in each case, where the defining tableaux naturally describe the particle motions.
Iwao, Shinsuke; Motegi, Kohei; Scrimshaw, Travis. Free fermionic probability theory and k-theoretic schubert calculus. Forum of Mathematics, Sigma, Tome 13 (2025) no. 1, p. e197. doi: 10.1017/fms.2025.10146
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[AGLS23] Ayyer, A., Goldstein, S., Lebowitz, J. L., and Speer, E. R.. ‘Stationary states of the one-dimensional facilitated asymmetric exclusion process’, Ann. Inst. Henri Poincaré Probab. Stat. 59(2) (2023), 726–742.10.1214/22-AIHP1264 Google Scholar | DOI

[AMM23] Ayyer, A., Mandelshtam, O., and Martin, J. B., ‘Modified Macdonald polynomials and the multispecies zero-range process: I’, Algebr. Comb. 6(1) (2023), 243–284. Google Scholar

[AMM24] Ayyer, A., Mandelshtam, O., and Martin, J. B., ‘Modified Macdonald polynomials and the multispecies zero range process: II’, Math. Z. 308(2) (2024), Paper No. 31, 45.10.1007/s00209-024-03548-y Google Scholar | DOI

[AN22] Ayyer, A. and Nadeau, P., ‘Combinatorics of a disordered two-species ASEP on a torus’, European J. Combin. 103 (2022), Paper No. 103511, 20.10.1016/j.ejc.2022.103511 Google Scholar | DOI

[Ass20] Assiotis, T., ‘Determinantal structures in space-inhomogeneous dynamics on interlacing arrays’, Ann. Henri Poincaré. 21(3) (2020), 909–940.10.1007/s00023-019-00881-5 Google Scholar PubMed | DOI

[Ass23] Assiotis, T., ‘On some integrable models in inhomogeneous space’, Preprint, 2023, . Google Scholar | arXiv

[AY22] Amanov, A. and Yeliussizov, D., ‘Determinantal formulas for dual Grothendieck polynomials’, Proc. Amer. Math. Soc. 150(10) (2022), 4113–4128. Google Scholar

[AZ13] Alexandrov, A. and Zabrodin, A., ‘Free fermions and tau-functions’, J. Geom. Phys. 67 (2013), 37–80.10.1016/j.geomphys.2013.01.007 Google Scholar | DOI

[BB21] Borodin, A. and Bufetov, A., ‘Color-position symmetry in interacting particle systems’, Ann. Probab. 49(4) (2021), 1607–1632.10.1214/20-AOP1463 Google Scholar | DOI

[BF14] Borodin, A. and Ferrari, P. L, ‘Anisotropic growth of random surfaces in 2+1 dimensions’, Comm. Math. Phys. 325 (2014), 603–684.10.1007/s00220-013-1823-x Google Scholar | DOI

[BFPS07] Borodin, A., Ferrari, P. L., Prähofer, M., and Sasamoto, T., ‘Fluctuation properties of the TASEP with periodic initial configuration’, J. Stat. Phys. 129(5–6) (2007), 1055–1080.10.1007/s10955-007-9383-0 Google Scholar | DOI

[BFS08] Borodin, A., Ferrari, P. L., and Sasamoto, T., ‘Large time asymptotics of growth models on space-like paths. II. PNG and parallel TASEP’, Comm. Math. Phys. 283(2) (2008), 417–449.10.1007/s00220-008-0515-4 Google Scholar | DOI

[BLSZ23] Bisi, E., Liao, Y., Saenz, A., and Zygouras, N., ‘Non-intersecting path constructions for TASEP with inhomogeneous rates and the KPZ fixed point’, Comm. Math. Phys. 402(1) (2023), 285–333.10.1007/s00220-023-04723-8 Google Scholar PubMed | DOI

[Bor53] Borel, A., ‘Sur la cohomologie des éspaces fibrés principaux et des éspaces homogènes de groupes de Lie compacts’, Ann. of Math. (2). 57(1) (1953), 115–207.10.2307/1969728 Google Scholar | DOI

[BSW20] Buciumas, V., Scrimshaw, T., and Weber, K., ‘Colored five-vertex models and Lascoux polynomials and atoms’, J. Lond. Math. Soc. 102(3) (2020), 1047–1066.10.1112/jlms.12347 Google Scholar | DOI

[Buc02] Skovsted Buch, A., ‘A Littlewood–Richardson rule for the -theory of Grassmannians’, Acta Math. 189(1) (2002), 37–78.10.1007/BF02392644 Google Scholar | DOI

[CL99] Chou, T. and Lohse, D., ‘Entropy-driven pumping in zeolites and biological channels’, Phys. Rev. Lett. 82(17) (1999), 3552–3555.10.1103/PhysRevLett.82.3552 Google Scholar | DOI

[CMP21] Corwin, I., Matveev, K., and Petrov, L., ‘The -Hahn PushTASEP’, Int. Math. Res. Not. IMRN. 2021(3) (2021), 2210–2249.10.1093/imrn/rnz106 Google Scholar | DOI

[CMW22] Corteel, S., Mandelshtam, O., and Williams, L., ‘From multiline queues to Macdonald polynomials via the exclusion process’, Amer. J. Math. 144(2) (2022), 395–436.10.1353/ajm.2022.0007 Google Scholar | DOI

[CP21] Chan, M. and Pflueger, N., ‘Combinatorial relations on skew Schur and skew stable Grothendieck polynomials’, Algebraic Combin. 4(1) (2021), 175–188.10.5802/alco.144 Google Scholar | DOI

[CSS00] Chowdhury, D., Santen, L., and Schadschneider, A., ‘Statistical physics of vehicular traffic and some related systems’, Phys. Rep. 329(4–6) (2000), 199–329.10.1016/S0370-1573(99)00117-9 Google Scholar | DOI

[CZ22] Cantini, L. and Zahra, A., ‘Hydrodynamic behavior of the two-TASEP’, J. Phys. A. 55(30) (2022), Paper No. 305201, 20.10.1088/1751-8121/ac79e3 Google Scholar | DOI

[DW08] Dieker, A. B. and Warren, J., ‘Determinantal transition kernels for some interacting particles on the line’, Ann. Inst. Henri Poincaré Probab. Stat. 44(6) (2008), 1162–1172.10.1214/07-AIHP176 Google Scholar | DOI

[FG98] Fomin, S. and Greene, C., ‘Noncommutative Schur functions and their applications’, Discrete Math. 193(1–3) (1998), 179–200. Selected papers in honor of Adriano Garsia (Taormina, 1994).10.1016/S0012-365X(98)00140-X Google Scholar | DOI

[FNS23] Fujii, T., Nobukawa, T., and Shimazaki, T., ‘The number of set-valued tableaux is odd’, Preprint, 2023, . Google Scholar | arXiv

[Fom95] Fomin, S., ‘Schur operators and Knuth correspondences’, J. Combin. Theory Ser. A. 72(2) (1995), 277–292.10.1016/0097-3165(95)90065-9 Google Scholar | DOI

[GGL16] Galashin, P., Grinberg, D., and Liu, G., ‘Refined dual stable Grothendieck polynomials and generalized Bender–Knuth involutions’, Electron. J. Combin. 23(3) (2016), Paper 3.14, 28.10.37236/5737 Google Scholar | DOI

[GK17] Gorbounov, V. and Korff, C., ‘Quantum integrability and generalised quantum Schubert calculus’, Adv. Math. 313 (2017), 282–356.10.1016/j.aim.2017.03.030 Google Scholar | DOI

[GP24] Gavrilova, S. and Petrov, L., ‘Tilted biorthogonal ensembles, Grothendieck random partitions, and determinantal tests’, Selecta Math. (N.S.). 30(3) (2024), Paper No. 56, 51.10.1007/s00029-024-00945-3 Google Scholar | DOI

[HJK+24] Hwang, B.-H., Jang, J., Soo Kim, J., Song, M., and Song, U.-K., ‘Refined canonical stable Grothendieck polynomials and their duals, Part 1’, Adv. Math. 446 (2024), Paper No. 109670, 42.10.1016/j.aim.2024.109670 Google Scholar | DOI

[HJK+25] Hwang, B.-H., Jang, J., Soo Kim, J., Song, M., and Song, U.-K., ‘Refined canonical stable Grothendieck polynomials and their duals, Part 2’, European J. Combin. 127 (2025), Paper No. 104166, 34.10.1016/j.ejc.2025.104166 Google Scholar | DOI

[HS20] Hawkes, G. and Scrimshaw, T., ‘Crystal structures for canonical Grothendieck functions’, Algebraic Combin. 3(3) (2020), 727–755.10.5802/alco.111 Google Scholar | DOI

[IMS23] Iwao, S., Motegi, K., and Scrimshaw, T., ‘Free fermionic probability theory and K-theoretic Schubert calculus’, Preprint, 2023, . Google Scholar | arXiv

[IMS24] Iwao, S., Motegi, K., and Scrimshaw, T., ‘Free fermions and canonical Grothendieck polynomials’, Algebr. Comb. 7(1) (2024), 245–274. Google Scholar

[Iwa20] Iwao, S., ‘Grothendieck polynomials and the boson-fermion correspondence’, Algebraic Combin. 3(5) (2020), 1023–1040.10.5802/alco.116 Google Scholar | DOI

[Iwa22] Iwao, S., ‘Free-fermions and skew stable Grothendieck polynomials’, J. Algebraic Combin. 56(2) (2022), 493–526.10.1007/s10801-022-01121-6 Google Scholar | DOI

[Iwa23] Iwao, S., ‘Free fermions and Schur expansions of multi-Schur functions’, J. Combin. Theory Ser. A. 198 (2023), Paper No. 105767, 23.10.1016/j.jcta.2023.105767 Google Scholar | DOI

[Joh00] Johansson, K., ‘Shape fluctuations and random matrices’, Comm. Math. Phys. 209(2) (2000), 437–476.10.1007/s002200050027 Google Scholar | DOI

[Joh01] Johansson, K., ‘Discrete orthogonal polynomial ensembles and the Plancherel measure’, Ann. of Math. (2). 153(1) (2001), 259–296.10.2307/2661375 Google Scholar | DOI

[Joh10] Johansson, K., ‘A multi-dimensional Markov chain and the Meixner ensemble’, Ark. Mat. 48(1) (2010), 79–95.10.1007/s11512-008-0089-6 Google Scholar | DOI

[JR22] Johansson, K. and Rahman, M., ‘On inhomogeneous polynuclear growth’, Ann. Probab. 50(2) (2022), 559–590.10.1214/21-AOP1540 Google Scholar | DOI

[Kac90] Kac, V. G., Infinite-Dimensional Lie Algebras, third edition (Cambridge University Press, Cambridge, 1990).10.1017/CBO9780511626234 Google Scholar | DOI

[Kim21] Kim, J. S., ‘Jacobi–Trudi formula for refined dual stable Grothendieck polynomials’, J. Combin. Theory Ser. A. 180 (2021), Paper No. 105415, 33.10.1016/j.jcta.2021.105415 Google Scholar | DOI

[Kim22] Kim, J. S., ‘Jacobi–Trudi formulas for flagged refined dual stable Grothendieck polynomials’, Algebr. Comb. 5(1) (2022), 121–148. Google Scholar

[Kir16] Kirillov, A. N., ‘On some quadratic algebras I : combinatorics of Dunkl and Gaudin elements, Schubert, Grothendieck, Fuss-Catalan, universal Tutte and reduced polynomials. SIGMA Symmetry Integr. Geom. Methods Appl. 12 (2016), Paper No. 002, 172. Google Scholar

[KPS19] Knizel, A., Petrov, L., and Saenz, A., ‘Generalizations of TASEP in discrete and continuous inhomogeneous space’, Comm. Math. Phys. 372(3) (2019), 797–864.10.1007/s00220-019-03495-4 Google Scholar | DOI

[KRR13] Kac, V. G., Raina, A. K., and Rozhkovskaya, N., Bombay Lectures on Highest Weight Representations of Infinite Dimensional Lie Algebras, vol. 29 of Advanced Series in Mathematical Physics, second edition (World Scientific Publishing Co. Pte. Ltd., Hackensack, NJ, 2013).10.1142/8882 Google Scholar | DOI

[KW23] Kim, D. and Williams, L. K., ‘Schubert polynomials, the inhomogeneous TASEP, and evil-avoiding permutations’, Int. Math. Res. Not. IMRN. 2023(10) (2023), 8143–8211.10.1093/imrn/rnac083 Google Scholar | DOI

[Las03] Lascoux, A., Symmetric Functions and Combinatorial Operators on Polynomials, vol. 99 of CBMS Regional Conference Series in Mathematics. Published for the Conference Board of the Mathematical Sciences, Washington, DC; by the American Mathematical Society, Providence, RI, 2003.10.1090/cbms/099 Google Scholar | DOI

[Len00] Lenart, C., ‘Combinatorial aspects of the -theory of Grassmannians’, Ann. Comb. 4(1) (2000), 67–82.10.1007/PL00001276 Google Scholar | DOI

[LP07] Lam, T. and Pylyavskyy, P., ‘Combinatorial Hopf algebras and -homology of Grassmannians’, Int. Math. Res. Not. IMRN. 2007(24) (2007), Art. ID rnm125, 48.10.1093/imrn/rnm132 Google Scholar | DOI

[LR11] Loehr, N. A. and Remmel, J. B., ‘A computational and combinatorial exposé of plethystic calculus’, J. Algebraic Combin. 33(2) (2011), 163–198.10.1007/s10801-010-0238-4 Google Scholar | DOI

[LS82] Lascoux, A. and Schützenberger, M.-P., ‘Structure de Hopf de l’anneau de cohomologie et de l’anneau de Grothendieck d’une variété de drapeaux’, C. R. Acad. Sci. Paris Sér. I Math. 295(11) (1982), 629–633. Google Scholar

[LS83] Lascoux, A. and Schützenberger, M.-P., ‘Symmetry and flag manifolds’, in Invariant Theory (Montecatini, 1982), vol. 996 of Lecture Notes in Mathematics (Springer, Berlin, 1983), 118–144.10.1007/BFb0063238 Google Scholar | DOI

[Mac15] Macdonald, I. G., Symmetric Functions and Hall Polynomials. Oxford Classic Texts in the Physical Sciences, second edition (The Clarendon Press, Oxford University Press, New York, 2015). With contribution by A.V. Zelevinsky and a foreword by Richard Stanley, Reprint of the 2008 paperback edition. Google Scholar

[MGP68] Macdonald, C. T., Gibbs, J. H., and Pipkin, A. C., ‘Kinetics of biopolymerization on nuclear acid templates’, Biopolymers. 6 (1968), 1–25.10.1002/bip.1968.360060102 Google Scholar | DOI

[MJD00] Miwa, T., Jimbo, M., and Date, E., Solitons, vol. 135 of Cambridge Tracts in Mathematics (Cambridge University Press, Cambridge, 2000). Differential equations, symmetries and infinite-dimensional algebras, Translated from the 1993 Japanese original by Miles Reid. Google Scholar

[MR23a] Matetski, K. and Remenik, D., ‘Exact solution of TASEP and variants with inhomogeneous speeds and memory lengths’, Preprint, 2023, . Google Scholar | arXiv

[MR23b] Matetski, K. and Remenik, D., ‘TASEP and generalizations: method for exact solution’, Probab. Theory Related Fields. 185(1–2) (2023), 615–698.10.1007/s00440-022-01129-w Google Scholar | DOI

[MS13] Motegi, K. and Sakai, K., ‘Vertex models, TASEP and Grothendieck polynomials’, J. Phys. A. 46(35) (2013), 355201, 26.10.1088/1751-8113/46/35/355201 Google Scholar | DOI

[MS14] Motegi, K. and Sakai, K., ‘-theoretic boson-fermion correspondence and melting crystals’, J. Phys. A. 47(44) (2014), 445202.10.1088/1751-8113/47/44/445202 Google Scholar | DOI

[MS25] Motegi, K. and Scrimshaw, T., ‘Refined dual Grothendieck polynomials, integrability, and the Schur measure’, Selecta Math. (N.S.). 31(3) (2025), Paper No. 43, 70.10.1007/s00029-025-01041-w Google Scholar | DOI

[Oko01] Okounkov, A., ‘Infinite wedge and random partitions’, Selecta Math. (N.S.). 7(1) (2001), 57–81.10.1007/PL00001398 Google Scholar | DOI

[OR03] Okounkov, A. and Reshetikhin, N., ‘Correlation function of Schur process with application to local geometry of a random 3-dimensional Young diagram’, J. Amer. Math. Soc. 16(3) (2003), 581–603.10.1090/S0894-0347-03-00425-9 Google Scholar | DOI

[Pet20] Petrov, L., ‘PushTASEP in inhomogeneous space’, Electron. J. Probab. 25 (2020), Paper No. 114, 25.10.1214/20-EJP517 Google Scholar | DOI

[PP16] Patrias, R. and Pylyavskyy, P., ‘Combinatorics of -theory via a -theoretic Poirier–Reutenauer bialgebra’, Discrete Math. 339(3) (2016), 1095–1115.10.1016/j.disc.2015.10.044 Google Scholar | DOI

[PPPS22] Pan, J., Pappe, J., Poh, W., and Schilling, A., ‘Uncrowding algorithm for hook-valued tableaux’, Ann. Comb. 26(1) (2022), 261–301.10.1007/s00026-022-00567-6 Google Scholar | DOI

[PS22] Petrov, L. and Saenz, A., ‘Mapping TASEP back in time’, Probab. Theory Relat. Fields. 182(1–2) (2022), 481–530.10.1007/s00440-021-01074-0 Google Scholar | DOI

[QS23] Quastel, J. and Sarkar, S., ‘Convergence of exclusion processes and the KPZ equation to the KPZ fixed point’, J. Amer. Math. Soc. 36(1) (2023), 251–289.10.1090/jams/999 Google Scholar | DOI

[RS06] Rákos, A. and Schütz, G. M., ‘Bethe ansatz and current distribution for the TASEP with particle-dependent hopping rates’, Markov Process. Relat. Fields. 12(2) (2006), 323–334. Google Scholar

[Sag22] The Sage Developers. Sage Mathematics Software (Version 9.7), 2022. https://www.sagemath.org. Google Scholar

[SCc08] The Sage-Combinat community. Sage-Combinat: enhancing Sage as a toolbox for computer exploration in algebraic combinatorics, 2008. https://combinat.sagemath.org. Google Scholar

[Sta99] Stanley, R. P.. Enumerative Combinatorics. Vol. 2, vol. 62 of Cambridge Studies in Advanced Mathematics (Cambridge University Press, Cambridge, 1999). With a foreword by Gian-Carlo Rota and appendix 1 by Sergey Fomin.10.1017/CBO9780511609589 Google Scholar | DOI

[Tak18a] Takigiku, M., ‘Automorphisms on the ring of symmetric functions and stable and dual stable Grothendieck polynomials’, Preprint, 2018, . Google Scholar | arXiv

[Tak18b] Takigiku, M., ‘On the Pieri rules of stable and dual stable Grothendieck polynomials’, Preprint, 2018, . Google Scholar | arXiv

[Tak19] Takigiku, M., ‘A Pieri formula and a factorization formula for sums of -theoretic -Schur functions’, Algebr. Comb. 2(4) (2019), 447–480. Google Scholar

[WW09] Warren, J. and Windridge, P., ‘Some examples of dynamics for Gelfand-Tsetlin patterns’, Electron. J. Probab. 14(59) 2009, 1745–1769.10.1214/EJP.v14-682 Google Scholar | DOI

[WZJ19] Wheeler, M. and Zinn-Justin, P., ‘Littlewood–Richardson coefficients for Grothendieck polynomials from integrability’, J. Reine Angew. Math. 757 (2019), 159–195.10.1515/crelle-2017-0033 Google Scholar | DOI

[Yel17] Yeliussizov, D., ‘Duality and deformations of stable Grothendieck polynomials’, J. Algebraic Combin. 45(1) (2017), 295–344.10.1007/s10801-016-0708-4 Google Scholar | DOI

[Yel19] Yeliussizov, D., ‘Symmetric Grothendieck polynomials, skew Cauchy identities, and dual filtered Young graphs’, J. Combin. Theory Ser. A. 161 (2019), 453–485.10.1016/j.jcta.2018.09.006 Google Scholar | DOI

[Yel20] Yeliussizov, D., ‘Dual Grothendieck polynomials via last-passage percolation’, C. R. Math. Acad. Sci. Paris. 358(4) (2020), 497–503.10.5802/crmath.67 Google Scholar | DOI

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