REVIEW 1 cited by
Feynman--Kac formula for the heat equation with a one-center point interaction in $d=3$
T0 review · reviewed 2026-06-27 · grok-4.3
Pith's one-line read Solutions to the three-dimensional heat equation with a point interaction admit a Feynman-Kac representation using a continuous process and normalizing factor.
desk verdict The paper constructs a Feynman-Kac representation for the heat equation with a one-center delta interaction in 3D via a custom path measure and normalizing function G. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The probability law on continuous paths from x together with the normalizing function G_t^α(x) that converts the plain expectation into the action of the heat semigroup generated by the point-interaction operator.
What would settle it
For an explicit initial function u_0 whose evolved solution u(t,x) is known by other means, compute the right-hand side using the constructed process and check whether equality holds after multiplication by G_t^α(x).
Extended reading notes
Core claim
For the heat equation partial_t u = (1/2) Delta_α u with initial data in C_c^∞(R^3 excluding zero), the solution satisfies u(t,x) = G_t^α(x) E[u_0(W^{t,x}(t))], where W^{t,x} is a continuous process depending on t, x and α, and G_t^α is a normalizing function. The result holds for the operator -Delta_α realized in either of the two standard ways.
Load-bearing premise
The point-interaction operator admits a self-adjoint realization that generates a heat semigroup whose action on smooth compactly supported functions away from the origin can be captured by the constructed path measure.
Editorial analysis
A structured set of objections, weighed in public.
Simulated Author's Rebuttal
We thank the referee for the positive evaluation and recommendation of minor revision. The referee's summary accurately captures the manuscript's contribution.
Circularity Check
No significant circularity
full rationale
The paper constructs an explicit probability law on path space together with the scalar G_t^α(x) so that the indicated expectation reproduces the action of the heat semigroup generated by a self-adjoint realization of -Δ_α. This construction is presented as the content of the work and is not defined in terms of the target representation itself; the operator realization (via self-adjoint extension or norm-resolvent limit) is taken as an independent hypothesis whose semigroup is then represented probabilistically. No self-definitional loop, fitted-input prediction, or load-bearing self-citation chain appears in the derivation chain.
Assumptions & free parameters
assumptions (1)
- domain assumption The operator -Δ_α can be realized as a self-adjoint extension of -Δ restricted to C_0^∞(R^3\{0}) or as norm-resolvent limit of regularized potentials
invented entities (1)
-
Continuous process W^{t,x}
Cite this review
Pith. "Pith review of Feynman--Kac formula for the heat equation with a one-center point interaction in $d=3$." pith.science (2026). https://pith.science/paper/RLEFPNCE
@misc{pith2026260611677,
author = {Pith},
title = {Pith review of: Feynman--Kac formula for the heat equation with a one-center point interaction in $d=3$},
year = {2026},
howpublished = {\url{https://pith.science/paper/RLEFPNCE}},
note = {Machine review of arXiv:2606.11677}
}
abstract
We study Schr\"odinger operators with a one-center point interaction, formally defined by \begin{align*} -\Delta_\alpha=-\Delta+\alpha\,\delta_0(\cdot), \end{align*} for $\alpha\in\mathbb{R}$, and the associated heat equation \begin{align} \partial_t u=\tfrac{1}{2}\Delta_{\alpha} u,\quad u(0,x)=u_0(x)\in C_c^{\infty}(\mathbb{R}^3\setminus\{0\}).\label{eq:HEapp} \end{align} Here $\Delta$ denotes the Laplacian (self-adjoint on $L^2(\mathbb{R}^3)$) and $\delta_x$ the Dirac measure at $x$. The operator $-\Delta_\alpha$ can be realized either as a self-adjoint extension of $-\Delta|_{C_0^{\infty}(\mathbb{R}^3\setminus\{0\})}$ in $L^2(\mathbb{R}^3)$, or as the norm-resolvent limit of $-\Delta+\lambda_\varepsilon V(\cdot/\varepsilon)$ for suitable $\lambda_\varepsilon$ and $V:\mathbb{R}^3\to\mathbb{R}$. In this paper we construct, for each $t>0$ and $x\in\mathbb{R}^3\setminus\{0\}$, a probability law on path space and a normalizing function $G_t^\alpha(x)$ giving the following probabilistic representation of the solution to the associated equation: \begin{align*} u(t,x)=G_t^\alpha(x)\,\mathbb{E}\bigl[u_0\bigl(W^{t,x}(t)\bigr)\bigr], \end{align*} where $\{W^{t,x}(s):0\le s\le t\}$ is a continuous process depending on $(t,x,\alpha)$. The result provides a Feynman--Kac type formula for the heat equation with a one-point interaction in three dimensions.
Forward citations
Cited by 1 Pith paper
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A submartingale for the probability of avoiding the origin in one-point interaction ground-state diffusion: $d \in \{2,3\}$
For the ground-state one-point interaction diffusion in dimensions 2 and 3, the probability of avoiding the origin up to time T equals a ratio of incomplete Bessel functions, and the first hitting time is generalized ...
Reference graph
Works this paper leans on
-
[1]
Albeverio, Z
S. Albeverio, Z. Brze ´zniak, and L. Dabrowski,Fundamental solution of the heat and Schr ¨odinger equations with point interaction, J. Funct. Anal.130(1995), no. 1, 220–254. MR1331982
1995
-
[2]
Albeverio, F
S. Albeverio, F. Gesztesy, and R. Hø egh Krohn,The low energy expansion in nonrelativistic scattering theory, Ann. Inst. H. Poincar´e Sect. A (N.S.)37(1982), no. 1, 1–28. MR667880
1982
-
[3]
Albeverio, F
S. Albeverio, F. Gesztesy, R. Hø egh Krohn, and H. Holden,Solvable models in quantum mechanics, Second, AMS Chelsea Pub- lishing, Providence, RI, 2005. With an appendix by Pavel Exner. MR2105735
2005
-
[4]
Albeverio, F
S. Albeverio, F. Gesztesy, R. Hø egh Krohn, and W. Kirsch,On point interactions in one dimension, J. Operator Theory12(1984), no. 1, 101–126. MR757115
1984
-
[5]
Albeverio and L
S. Albeverio and L. Nizhnik,Approximation of general zero-range potentials, Ukra ¨ın. Mat. Zh.52(2000), no. 5, 582–589. MR1816955
2000
-
[6]
Sergio Albeverio and Rodolfo Figari,Quantum fields and point interactions, Rend. Mat. Appl. (7)39(2018), no. 2, 161–180. MR3898156
2018
-
[7]
Operator Theory6(1981), no
Sergio Albeverio and Raphael Hø egh Krohn,Point interactions as limits of short range interactions, J. Operator Theory6(1981), no. 2, 313–339. MR643694
1981
-
[8]
Baras and M
P. Baras and M. Pierre,Singularit ´es ´eliminables pour des ´equations semi-lin´eaires, Ann. Inst. Fourier (Grenoble)34(1984), no. 1, 185–206. MR743627
1984
Show all 62 references
-
[9]
Bass and Zhen-Qing Chen,Brownian motion with singular drift, Ann
Richard F. Bass and Zhen-Qing Chen,Brownian motion with singular drift, Ann. Probab.31(2003), no. 2, 791–817. MR1964949
2003
-
[10]
Baxendale,Renewal theory and computable convergence rates for geometrically ergodic Markov chains, Ann
Peter H. Baxendale,Renewal theory and computable convergence rates for geometrically ergodic Markov chains, Ann. Appl. Probab. 15(2005), no. 1B, 700–738. MR2114987
2005
-
[11]
F. A. Berezin and L. D. Faddeev,Remark on the Schr ¨odinger equation with singular potential, Dokl. Akad. Nauk SSSR137(1961), 1011–1014. MR0129309
1961
-
[12]
Theory Related Fields108(1997), no
Jean Bertoin,Regenerative embedding of Markov sets, Probab. Theory Related Fields108(1997), no. 4, 559–571. MR1465642
1997
-
[13]
Series A-Mathematical and Physical Sciences148(1935), no
Hans Bethe and Rudolf Peierls,Quantum theory of the diplon, Proceedings of the Royal Society of London. Series A-Mathematical and Physical Sciences148(1935), no. 863, 146–156
1935
-
[14]
Breitenecker and H
M. Breitenecker and H. R. Gr ¨umm,On limits of separable potentials and operator extensions, Comm. Math. Phys.15(1969), 337–
1969
-
[15]
Francesco Caravenna, Giambattista Giacomin, and Lorenzo Zambotti,Sharp asymptotic behavior for wetting models in(1+1)- dimension, Electron. J. Probab.11(2006), no. 14, 345–362. MR2217821
2006
-
[16]
Theory Related Fields 164(2016), no
Francesco Caravenna, Rongfeng Sun, and Nikos Zygouras,The continuum disordered pinning model, Probab. Theory Related Fields 164(2016), no. 1-2, 17–59. MR3449385
2016
-
[17]
,The Dickman subordinator, renewal theorems, and disordered systems, Electron. J. Probab.24(2019), Paper No. 101, 40. MR4017119
2019
-
[18]
Probab.48(2020), no
,The two-dimensional KPZ equation in the entire subcritical regime, Ann. Probab.48(2020), no. 3, 1086–1127. MR4112709
2020
-
[19]
Math.233(2023), no
,The critical 2d Stochastic Heat Flow, Invent. Math.233(2023), no. 1, 325–460. MR4602000
2023
-
[20]
Sourav Chatterjee,Weak convergence of directed polymers to deterministic KPZ at high temperature, Ann. Inst. Henri Poincar ´e Probab. Stat.59(2023), no. 2, 774–794. MR4575016
2023
-
[21]
2, 1014–1055
Sourav Chatterjee, Alexander Dunlap, et al.,Constructing a solution of the(2+1)-dimensional KPZ equation, Annals of Probability 48(2020), no. 2, 1014–1055
2020
-
[22]
Yu-Ting Chen,Two-dimensional delta-Bose gas: skew-product relative motions, Ann. Appl. Probab.35(2025), no. 5, 3150–3214. MR4975045
2025
-
[23]
Chernoff and Rhonda J
Paul R. Chernoff and Rhonda J. Hughes,A new class of point interactions in one dimension, J. Funct. Anal.111(1993), no. 1, 97–117. MR1200638
1993
-
[24]
Jeremy Clark and Barkat Mian,On planar Brownian motion singularly tilted through a point potential, Electron. J. Probab.30 (2025), Paper No. 121, 97. MR4943259
2025
-
[25]
Appl.151(2022), 127–173
Cl ´ement Cosco, Shuta Nakajima, and Makoto Nakashima,Law of large numbers and fluctuations in the sub-critical and L 2 regions for SHE and KPZ equation in dimension d≥3, Stochastic Process. Appl.151(2022), 127–173. MR4441505
2022
-
[26]
Cranston, L
M. Cranston, L. Koralov, S. Molchanov, and B. Vainberg,A solvable model for homopolymers and self-similarity near the critical point, Random Oper. Stoch. Equ.18(2010), no. 1, 73–95. MR2606477 34
2010
-
[27]
China Math.62(2019), no
Michael Cranston and Stanislav Molchanov,On the critical behavior of a homopolymer model, Sci. China Math.62(2019), no. 8, 1463–1476. MR3984384
2019
-
[28]
Dabrowski and H
L. Dabrowski and H. Grosse,On nonlocal point interactions in one, two, and three dimensions, J. Math. Phys.26(1985), no. 11, 2777–2780. MR808489
1985
-
[29]
Donald A Dawson,Stochastic evolution equations and related measure processes, Journal of Multivariate Analysis5(1975), no. 1, 1–52
1975
-
[30]
Appl.130(2020), no
Jean-Dominique Deuschel and Tal Orenshtein,Scaling limit of wetting models in1+1dimensions pinned to a shrinking strip, Stochastic Process. Appl.130(2020), no. 5, 2778–2807. MR4080727
2020
-
[31]
Theory Related Fields176(2020), no
Alexander Dunlap, Yu Gu, Lenya Ryzhik, and Ofer Zeitouni,Fluctuations of the solutions to the KPZ equation in dimensions three and higher, Probab. Theory Related Fields176(2020), no. 3-4, 1217–1258. MR4087492
2020
-
[32]
,The random heat equation in dimensions three and higher: the homogenization viewpoint, Arch. Ration. Mech. Anal.242 (2021), no. 2, 827–873. MR4331017
2021
-
[33]
Resnick,Functional limit theorems for dependent variables, Ann
Richard Durrett and Sidney I. Resnick,Functional limit theorems for dependent variables, Ann. Probab.6(1978), no. 5, 829–846. MR503954
1978
-
[34]
E. B. Dynkin,A probabilistic approach to one class of nonlinear differential equations, Probab. Theory Related Fields89(1991), no. 1, 89–115. MR1109476
1991
-
[35]
P. J. Fitzsimmons, Bert Fristedt, and B. Maisonneuve,Intersections and limits of regenerative sets, Z. Wahrsch. Verw. Gebiete70 (1985), no. 2, 157–173. MR799144
1985
-
[36]
Klaus Fleischmann and Carl Mueller,Super-Brownian motion with extra birth at one point, SIAM J. Math. Anal.36(2004/05), no. 3, 740–772. MR2111914
2004
-
[37]
Friedman,Perturbations of the Schroedinger equation by potentials with small support, J
Charles N. Friedman,Perturbations of the Schroedinger equation by potentials with small support, J. Functional Analysis10(1972), 346–360. MR0340779
1972
-
[38]
V ´eronique Gayrard,Convergence of clock process in random environments and aging in Bouchaud’s asymmetric trap model on the complete graph, Electron. J. Probab.17(2012), no. 58, 33. MR2959064
2012
-
[39]
Gesztesy and W
F. Gesztesy and W. Kirsch,One-dimensional Schr ¨odinger operators with interactions singular on a discrete set, J. Reine Angew. Math.362(1985), 28–50. MR809964
1985
-
[40]
MR2380992
Giambattista Giacomin,Random polymer models, Imperial College Press, London, 2007. MR2380992
2007
-
[41]
Partial Differ
Yu Gu,Gaussian fluctuations from the 2D KPZ equation, Stoch. Partial Differ. Equ. Anal. Comput.8(2020), no. 1, 150–185. MR4058958
2020
-
[42]
Michael Hinz, Seunghyun Kang, and Jun Masamune,Probabilistic characterizations of essential self-adjointness and removability of singularities, Mat. Fiz. Komp′yut. Model.3(40)(2017), 148–162. MR3706135
2017
-
[43]
Wahrscheinlichkeitstheorie und Verw
Naresh Jain and Benton Jamison,Contributions to Doeblin’s theory of Markov processes, Z. Wahrscheinlichkeitstheorie und Verw. Gebiete8(1967), 19–40. MR221591
1967
-
[44]
series A, containing papers of a mathematical and physical character130(1931), no
R de L Kronig and William George Penney,Quantum mechanics of electrons in crystal lattices, Proceedings of the royal society of London. series A, containing papers of a mathematical and physical character130(1931), no. 814, 499–513
1931
-
[45]
N. V . Krylov and M. R¨ockner,Strong solutions of stochastic equations with singular time dependent drift, Probab. Theory Related Fields131(2005), no. 2, 154–196. MR2117951
2005
-
[46]
Theory Related Fields102(1995), no
Jean-Fran¸cois Le Gall,The Brownian snake and solutions of∆u=u 2 in a domain, Probab. Theory Related Fields102(1995), no. 3, 393–432. MR1339740
1995
-
[47]
Jacques Magnen and J ´er´emie Unterberger,The scaling limit of the KPZ equation in space dimension 3 and higher, J. Stat. Phys.171 (2018), no. 4, 543–598. MR3790153
2018
-
[48]
Matheron,Random sets and integral geometry, Wiley Series in Probability and Mathematical Statistics, John Wiley & Sons, New York-London-Sydney, 1975
G. Matheron,Random sets and integral geometry, Wiley Series in Probability and Mathematical Statistics, John Wiley & Sons, New York-London-Sydney, 1975. With a foreword by Geoffrey S. Watson. MR385969
1975
-
[49]
Tweedie,Markov chains and stochastic stability, Second, Cambridge University Press, Cambridge, 2009
Sean Meyn and Richard L. Tweedie,Markov chains and stochastic stability, Second, Cambridge University Press, Cambridge, 2009. With a prologue by Peter W. Glynn. MR2509253
2009
-
[50]
Barkat Mian,Pathwise structure of the three-dimensional attractive one-point interaction diffusion, 2026
2026
-
[51]
109, Birkh¨auser/Springer, Cham, [2021] ©2021
Masao Nagasawa,Markov processes and quantum theory, Monographs in Mathematics, vol. 109, Birkh¨auser/Springer, Cham, [2021] ©2021. MR4292257
2021
-
[52]
Shuta Nakajima and Makoto Nakashima,Fluctuations of two-dimensional stochastic heat equation and KPZ equation in subcritical regime for general initial conditions, Electron. J. Probab.28(2023), Paper No. 1, 38. MR4529085 35
2023
-
[53]
Nummelin and R
E. Nummelin and R. L. Tweedie,Geometric ergodicity and R-positivity for general Markov chains, Ann. Probability6(1978), no. 3, 404–420. MR474504
1978
-
[54]
Edwin Perkins,Dawson-Watanabe superprocesses and measure-valued diffusions, Lectures on probability theory and statistics (Saint-Flour, 1999), 2002, pp. 125–324. MR1915445
1999
-
[55]
Pitman and M
J. Pitman and M. Yor,Path decompositions of a Brownian bridge related to the ratio of its maximum and amplitude, Studia Sci. Math. Hungar.35(1999), no. 3-4, 457–474. MR1761927
1999
-
[56]
Michael Reed and Barry Simon,Methods of modern mathematical physics. II. Fourier analysis, self-adjointness, Academic Press [Harcourt Brace Jovanovich, Publishers], New York-London, 1975. MR0493420
1975
-
[57]
Alain-Sol Sznitman,Brownian motion, obstacles and random media, Springer Monographs in Mathematics, Springer-Verlag, Berlin,
-
[58]
Llewellyn H Thomas,The interaction between a neutron and a proton and the structure of h 3, Physical review47(1935), no. 12, 903
1935
-
[59]
Petr ˇSeba,Some remarks on theδ ′-interaction in one dimension, Rep. Math. Phys.24(1986), no. 1, 111–120. MR932938
1986
-
[60]
1, 141–167
Shinzo Watanabe,A limit theorem of branching processes and continuous state branching processes, Journal of Mathematics of Kyoto University8(1968), no. 1, 141–167
1968
-
[61]
Guo Wei and Yangeng Wang,On metrization of the hit-or-miss topology using Alexandroff compactification, Internat. J. Approx. Reason.46(2007), no. 1, 47–64. MR2362224
2007
-
[62]
Zorbas,Perturbation of self-adjoint operators by Dirac distributions, J
J. Zorbas,Perturbation of self-adjoint operators by Dirac distributions, J. Math. Phys.21(1980), no. 4, 840–847. MR565731 36
1980
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