Special solutions

Ricci solitons

In briefMetrics that change under Ricci flow only by scaling and diffeomorphisms: shrinking, steady or expanding solitons. They are the self-similar solutions, and the models for singularities.

Ric⁡+∇2f=λ g\operatorname{Ric} + \nabla^2 f = \lambda\, g
418papers
32in the last 30 days
16key references
2guidebook chapters

The ideas that matter here

Key concepts

Each one in a few lines, with the equation that carries it and the stage of the Guidebook where it is learned.

Ricci solitons

Self-similar solutions: metrics that evolve only by scaling and diffeomorphisms. For gradient solitons

Ric⁡+∇2f=λ g,\operatorname{Ric} + \nabla^2 f = \lambda\, g,

with λ>0\lambda > 0 shrinking, λ=0\lambda = 0 steady, λ<0\lambda < 0 expanding. Examples: the Gaussian shrinker (Rn\mathbb{R}^n flat, f=∣x∣2/4f = |x|^2/4, λ=12\lambda = \tfrac12), Hamilton's cigar   g=dx2+dy21+x2+y2\;g = \frac{dx^2 + dy^2}{1 + x^2 + y^2} (steady, 2D), and the Bryant soliton (steady, rotationally symmetric, 3D). Solitons are the models for singularities.

Gradient shrinkers in low dimensionsadvanced

Shrinking gradient solitons are the singularity models, so classifying them classifies singularities. In dimension 3 the list is complete and short: every complete gradient shrinker with bounded curvature is a quotient of R3\mathbb{R}^3, S3S^3 or S2×RS^2\times\mathbb{R} (Perelman, with Ni–Wallach and Cao–Chen–Zhu).

Dimension 4 is open and active. Known examples include the Gaussian shrinker, S4S^4, S3×RS^3 \times \mathbb{R}, S2×R2S^2\times\mathbb{R}^2 and the Kähler shrinker on CP2#CP2‾\mathbb{CP}^2 \# \overline{\mathbb{CP}^2} found by Koiso and Cao. Whether that list is everything is one of the field's central questions.

Where the concept cards came from: they were drafted by an AI at the site owner's request. The owner, who is still learning this material, chose which concepts to include but cannot vouch for every detail, so treat them as a well-drawn map and check the cited papers. Corrections are welcome: see how this site works.

Guide

In depth

What it is

A Ricci soliton is a metric gg with a vector field XX and a constant λ\lambda such that Ric⁡+12LXg=λg\operatorname{Ric} + \tfrac12\mathcal L_X g = \lambda g. When X=∇fX = \nabla f it is a gradient soliton, Ric⁡+∇2f=λg\operatorname{Ric} + \nabla^2 f = \lambda g. The Ricci flow starting at gg then evolves by pulling back along the flow of XX and rescaling. The soliton is shrinking for λ>0\lambda > 0, steady for λ=0\lambda = 0 and expanding for λ<0\lambda < 0. Hamilton introduced them; the concept card gives the short version.

The basic examples:

  • Einstein metrics (with ff constant).
  • The Gaussian shrinker on Rn\mathbb R^n, with f=∣x∣2/4f = |x|^2/4.
  • The round cylinders Sk×Rn−kS^{k}\times\mathbb R^{n-k}.
  • Hamilton's cigar, a steady soliton on R2\mathbb R^2.
  • The Bryant soliton, the rotationally symmetric steady soliton on R3\mathbb R^3.
  • The Koiso–Cao and Feldman–Ilmanen–Knopf Kähler solitons.

On closed manifolds Perelman showed that every shrinker is a gradient shrinker, and steady and expanding solitons are Einstein. Earlier, Hamilton (dimension two) and Ivey (dimension three) had shown that closed solitons in those dimensions have constant curvature.

Note · Conventions

This site uses ∂tg=−2Ric⁡\partial_t g = -2\operatorname{Ric} and Ric⁡+∇2f=λg\operatorname{Ric} + \nabla^2 f = \lambda g, usually scaled so that λ∈{12,0,−12}\lambda \in \{\tfrac12, 0, -\tfrac12\}. Papers differ: some write ρ\rho for λ\lambda, and some expander papers replace ff by −f-f, so check the sign before you compare formulas.

How a soliton moves under the flow

Suppose XX is complete and set σ(t)=1−2λt\sigma(t) = 1 - 2\lambda t. Let φt\varphi_t be the diffeomorphisms generated by X/σ(t)X/\sigma(t), with φ0=id\varphi_0 = \mathrm{id}. Then

g(t)=σ(t) φt∗gg(t) = \sigma(t)\,\varphi_t^{*}g

solves the Ricci flow with g(0)=gg(0) = g. To check it, differentiate at time tt and use that the Ricci tensor is scale invariant and natural under diffeomorphisms: both ∂tg\partial_t g and −2Ric⁡(g(t))-2\operatorname{Ric}(g(t)) equal φt∗(LXg−2λg)\varphi_t^{*}(\mathcal L_X g - 2\lambda g).

On a closed manifold XX is always complete. Z.-H. Zhang showed that ∇f\nabla f is complete on any complete gradient soliton, so no extra hypothesis is needed in that case.

The sign of λ\lambda decides the time interval:

Type λ\lambda σ(t)\sigma(t) Exists for Flow type
Shrinking 12\tfrac12 1−t1-t t<1t < 1 Ancient; singular at t=1t = 1 unless flat
Steady 00 11 all tt Eternal
Expanding −12-\tfrac12 1+t1+t t>−1t > -1 Immortal

So shrinkers and steady solitons are ancient solutions, and a non-flat shrinker is a flow that becomes singular at t=1t = 1 and has the same shape at every earlier time. In Perelman's language, solitons and breathers are the fixed points and periodic orbits of the flow on metrics modulo diffeomorphism and scaling.

Identities every gradient soliton satisfies

Tracing the equation, and combining it with the contracted Bianchi identity, gives Hamilton's identities:

R+Δf=nλ,∇R=2Ric⁡(∇f),R+∣∇f∣2−2λf=C.R + \Delta f = n\lambda, \qquad \nabla R = 2\operatorname{Ric}(\nabla f), \qquad R + |\nabla f|^2 - 2\lambda f = C.

Taking the divergence of the middle one gives an equation for the scalar curvature with drift Laplacian Δf=Δ−∇∇f\Delta_f = \Delta - \nabla_{\nabla f}:

ΔfR=2λR−2∣Ric⁡∣2.\Delta_f R = 2\lambda R - 2|\operatorname{Ric}|^2.

Subtracting the first identity from the third gives Δf−∣∇f∣2+2λf=nλ−C\Delta f - |\nabla f|^2 + 2\lambda f = n\lambda - C. On a closed manifold with λ≤0\lambda \le 0 the maximum principle forces ff to be constant, which is the elementary reason a closed gradient steady or expanding soliton is Einstein. The non-gradient case needs Perelman's monotone quantities.

On a steady soliton the third identity reads R+∣∇f∣2=CR + |\nabla f|^2 = C. B.-L. Chen proved that every complete ancient solution has R≥0R \ge 0, without any curvature bound, and that every complete three-dimensional ancient solution has nonnegative sectional curvature. So R≥0R \ge 0 on all complete shrinkers and steady solitons, and ∣∇f∣2≤C|\nabla f|^2 \le C on a steady soliton. The three-dimensional statement replaces the bounded-curvature argument through Hamilton–Ivey pinching.

Worked examples

The Gaussian. On flat Rn\mathbb R^n, f=∣x∣2/4f = |x|^2/4 gives ∇2f=12g\nabla^2 f = \tfrac12 g, a shrinker, and f=−∣x∣2/4f = -|x|^2/4 gives an expander.

Round cylinders. With λ=12\lambda = \tfrac12, the sphere SkS^k needs Ric⁡=12g\operatorname{Ric} = \tfrac12 g, so its radius is 2(k−1)\sqrt{2(k-1)}, for k≥2k \ge 2. On Sk×Rn−kS^k \times \mathbb R^{n-k} take f=∣x∣2/4f = |x|^2/4 on the Euclidean factor. Under the flow the sphere shrinks with radius squared 2(k−1)(1−t)2(k-1)(1-t) while the line stays fixed, which is the model of a neckpinch when k=n−1k = n-1.

The cigar. On R2\mathbb R^2 take

g=dx2+dy21+x2+y2=ds2+tanh⁡2s dθ2,f=−log⁡(1+x2+y2)=−2log⁡cosh⁡s.g = \frac{dx^2 + dy^2}{1 + x^2 + y^2} = ds^2 + \tanh^2 s\, d\theta^2, \qquad f = -\log(1 + x^2 + y^2) = -2\log\cosh s.

Its scalar curvature is R=4/cosh⁡2sR = 4/\cosh^2 s, positive with exponential decay in distance, and R+∣∇f∣2=4R + |\nabla f|^2 = 4. It is asymptotic to a cylinder of finite circumference, so its volume growth is linear. Hamilton showed that, up to scaling, it is the only complete non-flat steady soliton on a surface whose bounded curvature attains its maximum at an origin.

The product R×\mathbb R \times cigar is a steady soliton in dimension three. Balls of large radius rr far from the tip have curvature below r−2r^{-2} but volume only about r2r^2, so it is not κ\kappa-noncollapsed at large scales, and Perelman's no local collapsing theorem excludes it as a blow-up limit of a flow on a closed manifold in finite time.

The Bryant soliton. On Rn\mathbb R^n, n≥3n \ge 3, Bryant found a rotationally symmetric steady gradient soliton with positive sectional curvature. Geodesic spheres of radius ss have diameter of order s\sqrt s, so balls of radius rr have volume of order r(n+1)/2r^{(n+1)/2}, and the curvature falls off like 1/s1/s. Bryant's construction is cited in the literature as unpublished notes.

Kähler examples. Koiso and Cao independently found a closed U(2)U(2)-invariant shrinker on CP2#CP‾2\mathbb{CP}^2 \# \overline{\mathbb{CP}}{}^2, with positive Ricci curvature. Feldman, Ilmanen and Knopf found complete noncompact U(n)U(n)-invariant shrinkers that are cone-like at infinity, whose Ricci curvature has no fixed sign. Wang and Zhu proved existence on every toric Fano manifold with non-vanishing Futaki invariant, including CP2#2CP‾2\mathbb{CP}^2 \# 2\overline{\mathbb{CP}}{}^2. Cao also gave steady solitons and expanders on Cn\mathbb C^n. See Kähler–Ricci solitons.

Non-gradient examples. Noncompact solitons need not be gradient. Lauret, and Baird and Danielo, constructed non-gradient expanders on Nil and Sol manifolds, in the setting of homogeneous spaces.

Why it matters

Singularities are studied by blowing up, and the blow-up limits are often solitons. A finite-time singularity is Type I if sup⁡t (T−t)sup⁡M∣Rm⁡∣<∞\sup_t\,(T-t)\sup_M|\operatorname{Rm}| < \infty. Limits at Type I singularities are gradient shrinkers: Naber showed that a suitable rescaling limit is a gradient shrinker, and Enders, Müller and Topping showed that blow-ups around singular points converge to nontrivial ones.

The other types of limit are tied to the other kinds of soliton through Hamilton's Harnack inequality. Under nonnegative curvature operator and positive Ricci curvature, Hamilton showed that a Type II singularity model is a steady soliton, and Chen and Zhu showed that a Type III model is an expander. The Harnack quantity vanishes on expanding solitons.

Perelman's surgery needs a complete list of the high-curvature regions, and that list is made of solitons and their relatives. By the canonical neighbourhood theorem those regions are modelled on ancient κ\kappa-solutions, and each such solution has an asymptotic gradient shrinker as τ→∞\tau \to \infty. Necks are modelled on S2×RS^2\times\mathbb R. Brendle later proved that a noncompact ancient κ\kappa-solution in dimension three is a shrinking cylinder, a quotient of one, or the Bryant soliton, so among simply connected noncompact models the Bryant soliton is the only one with a cap. Knowing which solitons exist in a given dimension is essentially knowing what the flow can do there.

In higher dimensions Bamler's structure theory gives the general statement: non-collapsed limits of Ricci flows are smooth away from a set of codimension at least four, and their tangent flows are gradient shrinkers, possibly with a singular set of that size. The codimension-4 card has the terms.

Entropy and stability

Perelman's functionals single out solitons among all metrics. On a closed manifold,

F(g,f)=∫(R+∣∇f∣2) e−f dV,W(g,f,τ)=∫[τ(R+∣∇f∣2)+f−n](4πτ)−n/2e−f dV.\mathcal F(g,f) = \int (R + |\nabla f|^2)\,e^{-f}\,dV, \qquad \mathcal W(g,f,\tau) = \int \big[\tau(R + |\nabla f|^2) + f - n\big](4\pi\tau)^{-n/2}e^{-f}\,dV.

Along Ricci flow, with ff solving the conjugate heat equation and τ=T−t\tau = T - t in the second case,

ddtF=2∫∣Ric⁡+∇2f∣2e−fdV,ddtW=2τ∫∣Ric⁡+∇2f−g2τ∣2(4πτ)−n/2e−fdV.\frac{d}{dt}\mathcal F = 2\int |\operatorname{Ric} + \nabla^2 f|^2 e^{-f}dV, \qquad \frac{d}{dt}\mathcal W = 2\tau \int \Big|\operatorname{Ric} + \nabla^2 f - \frac{g}{2\tau}\Big|^2 (4\pi\tau)^{-n/2} e^{-f}dV.

The integrands are the soliton equations themselves. So the first derivative vanishes only on gradient steady solitons, and the second only on gradient shrinkers with λ=1/(2τ)\lambda = 1/(2\tau). Taking infima gives the energies λ(g)\lambda(g) and μ(g,τ)\mu(g,\tau) and ν(g)=inf⁡τμ(g,τ)\nu(g) = \inf_\tau \mu(g,\tau), all monotone. The scale-invariant λ(g)Vol⁡(g)2/n\lambda(g)\operatorname{Vol}(g)^{2/n} handles expanders while it is nonpositive. This is the proof that closed solitons are gradient: a soliton returns to itself up to scale and diffeomorphism, so the monotone quantity is constant along it. Feldman, Ilmanen and Ni built the matching entropy for expanders. See Perelman's W\mathcal W-entropy for more.

Solitons are therefore critical points, which raises the question of linear stability. Cao, Hamilton and Ilmanen computed the second variation of ν\nu. On an Einstein shrinker with Ric⁡=g/(2τ)\operatorname{Ric} = g/(2\tau), on trace-free divergence-free tensors, it is governed by 12(ΔL+1τ)\tfrac12(\Delta_L + \tfrac1\tau), where ΔL\Delta_L is the Lichnerowicz Laplacian. The round sphere is stable and CPm\mathbb{CP}^m is neutrally stable. A product of two Einstein manifolds is unstable, the bad direction being a growing mismatch in the sizes of the factors.

They also introduced the Gaussian density Θ=eν\Theta = e^{\nu} of a closed shrinker, a single number for comparing them. Cao's 2009 survey tabulates the closed four-dimensional cases known then, among them:

Shrinker Type Θ\Theta Stability recorded in 2009
S4S^4 Einstein 0.8120.812 Stable
CP2\mathbb{CP}^2 Einstein 0.6090.609 Stable (neutrally)
S2×S2S^2\times S^2 Einstein product 0.5410.541 Unstable
CP2#CP‾2\mathbb{CP}^2\#\overline{\mathbb{CP}}{}^2 Koiso–Cao soliton 0.5180.518 Unknown
CP2#CP‾2\mathbb{CP}^2\#\overline{\mathbb{CP}}{}^2 Page, non-Kähler Einstein 0.5170.517 Unknown
CP2#2CP‾2\mathbb{CP}^2\#2\overline{\mathbb{CP}}{}^2 Wang–Zhu soliton 0.45490.4549 Unknown

Among positive Einstein manifolds of a given dimension, the sphere has the largest value.

Shrinking solitons

What holds in every dimension

Normalise λ=12\lambda = \tfrac12 and R+∣∇f∣2=fR + |\nabla f|^2 = f. For a complete noncompact gradient shrinker, Cao and Zhou proved that the potential grows like the Gaussian's, with rr the distance from a fixed point:

14(r−c1)+2≤f≤14(r+c2)2.\tfrac14\big(r - c_1\big)_+^2 \le f \le \tfrac14\big(r + c_2\big)^2.

They also proved that the volume growth is at most Euclidean, Vol⁡(Br)≤Crn\operatorname{Vol}(B_r) \le C r^n for large rr. No curvature assumption is needed. Other general facts: a complete shrinker has finite fundamental group (Wylie), a complete shrinker with bounded curvature is gradient and κ\kappa-noncollapsed (Naber), and one with positive sectional curvature is compact (Munteanu and Wang).

Dimensions two and three

A complete gradient shrinker in dimension two is R2\mathbb R^2 or a quotient of S2S^2. In dimension three it is R3\mathbb R^3 or a quotient of S3S^3 or of S2×RS^2\times\mathbb R. The low-dimensional card has the short form. The hypotheses came off in stages:

  • Ivey handled the compact case.
  • Perelman assumed κ\kappa-noncollapsing with bounded nonnegative curvature.
  • Ni and Wallach, and Naber, dropped the non-collapsing and asked only for Ric⁡≥0\operatorname{Ric} \ge 0. Naber keeps bounded curvature, and Ni–Wallach allow growth up to eare^{ar} for a small constant aa.
  • Cao, Chen and Zhu removed the remaining curvature assumptions by using Chen's theorem.

The same pattern extends to vanishing Weyl curvature in all dimensions: Z.-H. Zhang proved such a shrinker is a finite quotient of Rn\mathbb R^n, SnS^n or Sn−1×RS^{n-1}\times\mathbb R.

Dimension four

Naber classified noncompact shrinkers with bounded nonnegative curvature operator: R4\mathbb R^4 or a finite quotient of S3×RS^3\times\mathbb R or S2×R2S^2\times\mathbb R^2. Without a sign on curvature, Munteanu and Wang work with a bound on scalar curvature SS alone. On a complete four-dimensional gradient shrinker with bounded SS, they prove ∣Rm⁡∣≤cS|\operatorname{Rm}| \le cS, and then:

  • If S→0S \to 0 at infinity, the shrinker is smoothly asymptotic to a cone.
  • If SS is bounded below by a positive constant on an end, that end is smoothly asymptotic to a cylinder R×S3/Γ\mathbb R\times S^3/\Gamma, or it converges along each integral curve of ∇f\nabla f to R2×S2\mathbb R^2\times S^2 or its Z2\mathbb Z_2 quotient.

Kotschwar and Lu Wang proved the matching rigidity in all dimensions: two gradient shrinkers asymptotic along an end to the same regular cone are isometric near infinity on those ends. One consequence is that the only complete connected gradient shrinker asymptotic to a rotationally symmetric cone is the Gaussian. For shrinkers with S→0S \to 0 in dimension four, classification therefore reduces to the limiting cones.

Asymptotically conical shrinkers do occur as singularity models. A 2026 preprint of Kim and Ozuch shows that the Feldman–Ilmanen–Knopf shrinker is strictly dynamically stable: the set of metrics on a closed four-manifold whose first singularity is modelled on it is C14C^{14}-open, and nonempty exactly when the manifold contains a sphere of self-intersection ±1\pm 1. Li, Yan and Zhang prove strong uniqueness of tangent flows when one tangent flow is a smooth asymptotically conical shrinker.

Rigidity and the Kähler case

A soliton is rigid if it is a quotient of a product of an Einstein manifold with a Euclidean factor. For constant scalar curvature, recent preprints prove rigidity when the focal set of ff is totally geodesic, for five-dimensional shrinkers and for Kähler shrinkers. In a different direction, Brendle and Tsiamis extend the classification of manifolds with positive isotropic curvature to all dimensions n≥5n\ge 5, which they say completes the classification of complete noncompact gradient shrinkers with uniformly positive isotropic curvature.

In complex dimension two the picture is complete under bounded scalar curvature. Bamler, Cifarelli, Conlon and Deruelle constructed the last candidate, on the blow-up of C×P1\mathbb C\times\mathbb P^1 at one point, as a blow-up limit of a Kähler–Ricci flow. Their list is: a Kähler–Einstein metric or the Wang–Zhu soliton on a Fano surface, the Gaussian on C2\mathbb C^2, the Feldman–Ilmanen–Knopf soliton on the blow-up of C2\mathbb C^2 at the origin, the cylinder C×P1\mathbb C\times\mathbb P^1, and the new soliton. A 2026 preprint of Li and Zhang proves a scalar curvature bound for Kähler–Ricci shrinkers depending only on dimension, which would make that hypothesis automatic. Xu and Zhou use the classification for volume-collapsing singularities of Kähler–Ricci flow on surfaces.

Steady solitons

In dimension two the answer is the cigar. In dimension three the dividing line is non-collapsing.

Brendle proved that a non-flat κ\kappa-noncollapsed three-dimensional steady gradient soliton is, up to scaling, the Bryant soliton. Perelman had written in 2002 that he could prove uniqueness in this class, without giving the argument, and Brendle's paper describes itself as solving that problem. Roughly, the proof first shows that the soliton is asymptotically cylindrical, then upgrades approximate rotational Killing fields near infinity to exact ones.

Without non-collapsing the statement fails. Lai constructed a family of Z2×O(2)\mathbb Z_2\times O(2)-symmetric three-dimensional steady gradient solitons with positive curvature operator, confirming a conjecture of Hamilton. Each is a flying wing, asymptotic to a sector of angle α∈(0,π)\alpha \in (0,\pi). All are collapsed, and along the geodesic fixed by the O(2)O(2)-action the scalar curvature tends to R(p)sin⁡2(α/2)R(p)\sin^2(\alpha/2), where pp is the critical point of ff. So it does not vanish at infinity. The soliton converges to R×\mathbb R\times cigar along the edges.

In dimension n≥4n\ge 4, non-collapsing is no longer enough. Lai's construction also gives non-collapsed Z2×O(n−1)\mathbb Z_2\times O(n-1)-symmetric solitons with positive curvature operator that are not rotationally symmetric. Brendle's higher-dimensional theorem says what does suffice: a steady gradient soliton of dimension n≥4n\ge 4 with positive sectional curvature that is asymptotically cylindrical is rotationally symmetric. In dimension four this covers κ\kappa-noncollapsed solitons with positive isotropic curvature. A 2026 preprint of Fang shows that every complete four-dimensional κ\kappa-noncollapsed gradient steady soliton with positive curvature operator has an effective isometric O(3)O(3) action with principal orbits S2S^2. Symmetric ansätze of this kind are collected under rotational symmetry and warped products.

Expanding solitons

An expander's flow starts at t=−1t = -1, and in many examples the initial object is a cone, so an expander is a way for a flow to emerge from a conical singularity. Deruelle proved that for a simply connected closed manifold (X,gX)(X, g_X) with Rm⁡(gX)≥1\operatorname{Rm}(g_X) \ge 1, the cone over XX has a unique expanding gradient soliton with nonnegative curvature operator asymptotic to it. The same paper shows that the space of positively curved asymptotically conical expanders is connected, joining each one to a rotationally symmetric expander.

Expanders also describe long-time behaviour. For example, Wood shows that invariant flows on certain twisted principal bundles over S1S^1 are immortal and Type III, and after normalising they converge to a homogeneous expanding soliton. On stability, Lavoyer and Thompson prove linear stability for all steady and expanding gradient Kähler–Ricci solitons, and strict linear stability for asymptotically conical expanders. Flows through singularities in general are the subject of weak and singular flows.

Key results

Year Result Who
1988 The cigar soliton; closed surface solitons have constant curvature Hamilton
1990, 1996 Closed non-Einstein Kähler shrinkers on CP2#CP‾2\mathbb{CP}^2\#\overline{\mathbb{CP}}{}^2 Koiso; Cao
1993 Closed three-dimensional solitons have constant curvature Ivey
2002 Closed solitons are gradient; entropy monotonicity; three-dimensional shrinkers with bounded nonnegative curvature Perelman
2003 Complete noncompact Kähler shrinkers, cone-like at infinity Feldman, Ilmanen, Knopf
2004 Shrinkers on toric Fano manifolds with non-vanishing Futaki invariant Wang, Zhu
2007 Complete three-dimensional gradient shrinkers classified, in stages Ni, Wallach; Naber; Cao, Chen, Zhu
2007 Type I blow-up limits are gradient shrinkers; bounded-curvature shrinkers are gradient Naber
2009 Quadratic growth of ff; at most Euclidean volume growth Cao, Zhou
2010 Blow-ups at Type I singular points are nontrivial shrinkers Enders, Müller, Topping
2012 Non-collapsed three-dimensional steady solitons are Bryant Brendle
2012 Higher-dimensional rotational symmetry under asymptotically cylindrical geometry Brendle
2015 Rigidity of asymptotically conical shrinkers Kotschwar, Lu Wang
2015 Expanders smoothing positively curved cones Deruelle
2016 Structure at infinity of four-dimensional shrinkers Munteanu, Jiaping Wang
2020 Tangent flows of non-collapsed limits are possibly singular shrinkers Bamler
2020 Flying wings; non-collapsed non-symmetric steady solitons for n≥4n\ge 4 Lai
2022 New shrinker on the blow-up of C×P1\mathbb C\times\mathbb P^1; complex surface classification Bamler, Cifarelli, Conlon, Deruelle

Years are those of the papers cited in this guide, using the arXiv year where one exists.

Where it stands

In dimension three the picture is clear for shrinkers and for non-collapsed steady solitons. Collapsed steady solitons are richer. Lai's corollary says that a Z2×O(2)\mathbb Z_2\times O(2)-symmetric, non-rotationally symmetric steady soliton with positive curvature operator is a flying wing, but it does not cover solitons without that symmetry.

In dimension four and above, classifying shrinkers is a central open problem. There is progress on asymptotically conical shrinkers, on shrinkers with positive isotropic curvature, on four-manifolds with bounded scalar curvature, and on Kähler shrinkers. Many papers in the feed below are soliton classification and rigidity results. Ancient flows with a smooth compact tangent shrinker have been parametrised in a 2026 preprint. For the self-similar solutions of mean curvature flow, see self-shrinkers and translators; for almost, η- and Yamabe solitons, which relax the soliton equation, see their own topic.

Open problems

Cao's 2009 survey lists problems that still frame the subject. Lai's solitons answer the one about steady solitons: non-rotationally symmetric ones with positive curvature exist for n≥4n\ge 4, and in dimension three positive curvature alone does not force Bryant. We have not confirmed the current status of each item below, so check before relying on them:

  • Find a non-product, non-Einstein shrinking soliton that is not Kähler. In 2009 every known nontrivial shrinker was Kähler.
  • For n≥4n\ge 4, is there a complete noncompact non-product shrinker with nonnegative Ricci curvature? Positive sectional curvature is excluded by Munteanu and Wang. In the Kähler case, Xu and Zhang now prove a splitting into a Gaussian factor and a compact one.
  • Are linearly stable closed four-dimensional shrinkers necessarily Einstein, and are the only linearly stable positive Einstein four-manifolds S4S^4 and CP2\mathbb{CP}^2?
  • Does the Hitchin–Thorpe inequality 2χ≥3∣τ∣2\chi \ge 3|\tau| hold on closed four-dimensional shrinkers?

Beyond the list, Bamler's theory leaves open which singular shrinkers actually occur as tangent flows, and how to continue a flow through them in general.

Mean curvature flow has the same three kinds of self-similar solution: self-shrinkers, translators in the role of steady solitons, and expanders, with round cylinders as models in both settings. Hamilton also uses the term flying wing for translating solutions, and Lai compares the non-collapsed solitons for n≥4n\ge 4 with non-collapsed translators there. The analogy is not automatic: Lai notes that translating flying wings were classified in R3\mathbb R^3 while the Ricci flow conjecture stayed open until that paper.

In the non-Kähler setting, generalized Ricci flow has its own solitons, including algebraic ones on Lie groups. Ricci-flat metrics are the stationary case of the soliton equation.

Quick answers

Common questions

What is a Ricci soliton?

A Ricci soliton is a Riemannian metric that changes under Ricci flow only by scaling and diffeomorphisms, so its shape stays the same. It satisfies the equation Ricci curvature plus half the Lie derivative of the metric along a vector field equals a constant times the metric. Einstein metrics are the case where that vector field is Killing or zero.

What is the difference between shrinking, steady and expanding Ricci solitons?

The difference is the sign of the constant in the soliton equation: positive for shrinking, zero for steady, negative for expanding. A non-flat shrinking soliton is an ancient flow that becomes singular at a finite time, a steady soliton is an eternal flow that moves only by diffeomorphisms, and an expanding soliton is an immortal flow that grows. Round cylinders are shrinking and the cigar is steady.

What is a gradient Ricci soliton?

A gradient Ricci soliton is a soliton whose vector field is the gradient of a function, called the potential, so the equation becomes Ricci curvature plus the Hessian of the potential equals a constant times the metric. Perelman showed that every soliton on a closed manifold is gradient. Noncompact expanders on Nil and Sol manifolds give non-gradient examples.

What is Hamilton's cigar soliton?

The cigar is a complete steady soliton on the plane with metric (dx2+dy2)/(1+x2+y2)(dx^2 + dy^2)/(1 + x^2 + y^2), found by Hamilton in his 1988 paper on surfaces. It has positive curvature with exponential decay and is asymptotic to a cylinder of finite circumference. Its product with a line is collapsed at large scales, so Perelman's no local collapsing theorem rules that product out as a finite-time blow-up limit on closed manifolds.

What is the Bryant soliton?

The Bryant soliton is the rotationally symmetric steady gradient soliton on Euclidean space of dimension three or more, with positive sectional curvature. In dimension three, Brendle proved it is the only non-flat non-collapsed steady gradient soliton up to scaling, and it is the noncompact model for cap regions in three-dimensional Ricci flow.

Are Ricci solitons Einstein metrics?

Every Einstein metric is a soliton, but not every soliton is Einstein. On closed manifolds, steady and expanding solitons are Einstein, and so are shrinking ones in dimension three or below, where the curvature is constant. From dimension four there are closed non-Einstein shrinkers, the first being the Koiso–Cao soliton on the connected sum of two complex projective planes with opposite orientations.

Why do Ricci solitons matter for singularities?

Ricci solitons matter because blowing up a Ricci flow at a singularity often produces one. Blow-ups at Type I singularities converge to non-flat gradient shrinkers, and Bamler proved that tangent flows of non-collapsed limits are gradient shrinkers, possibly singular, in all dimensions. A classification of shrinkers would therefore say what singularities can look like.

Are four-dimensional Ricci shrinkers classified?

No, four-dimensional gradient shrinkers are not classified in general. Naber classified the noncompact ones with bounded nonnegative curvature operator, and Munteanu and Wang describe the possible behaviour at infinity under bounded scalar curvature. The Kähler case in complex dimension two has a complete list under bounded scalar curvature.

If you are new to this

Foundational papers

The papers the rest of the topic builds on, in reading order. Titles open the paper.

  1. 1988
    The Ricci flow on surfaces Richard S. Hamilton · Contemporary Mathematics Hamilton: Ricci flow on surfaces, where the cigar soliton first appears. DOI 10.1090/conm/071/954419
  2. 1993
    Ricci solitons on compact three-manifolds Thomas Ivey · Differential Geometry and its Applications, vol. 3 Ivey: solitons on compact 3-manifolds are Einstein. DOI 10.1016/0926-2245(93)90008-O
  3. 2002
    The entropy formula for the Ricci flow and its geometric applications Grisha Perelman · arXiv:math/0211159 Perelman: shrinkers as singularity models, and the entropy that detects them. View paper Connections
  4. 2003
    Rotationally Symmetric Shrinking and Expanding Gradient Kähler-Ricci Solitons Mikhail Feldman, Tom Ilmanen, Dan Knopf · Journal of Differential Geometry, vol. 65 Feldman–Ilmanen–Knopf: complete noncompact Kähler shrinkers and expanders. DOI 10.4310/jdg/1090511686
  5. 2007
    On a classification of the gradient shrinking solitons Lei Ni, Nolan Wallach · arXiv:0710.3194 Ni–Wallach: classification of gradient shrinking solitons in dimension three. PDFarXiv:0710.3194
  6. 2007
    Noncompact Shrinking 4-Solitons with Nonnegative Curvature Aaron Naber · arXiv:0710.5579 Naber: four-dimensional shrinkers with nonnegative curvature, and Type I blow-up limits as shrinkers. PDFarXiv:0710.5579
  7. 2009
    On complete gradient shrinking Ricci solitons Huai-Dong Cao, Detang Zhou · J. Differential Geom., 85 (2010), 175-186 Cao–Zhou: growth of the potential and volume on complete gradient shrinkers. PDFarXiv:0903.3932
  8. 2010
    On Type I Singularities in Ricci flow Joerg Enders, Reto Müller, Peter M. Topping · Commun. Anal. Geom., Vol. 19, No. 5 (2011), 905-922 Enders–Müller–Topping: blow-ups at Type I singular points are nontrivial shrinkers. PDFarXiv:1005.1624Journal version
  9. 2012
    Rotational symmetry of self-similar solutions to the Ricci flow S. Brendle · arXiv:1202.1264 Brendle: rotational symmetry of non-collapsed steady solitons in dimension three. PDFarXiv:1202.1264Journal version
  10. 2012
    Rotational symmetry of Ricci solitons in higher dimensions S. Brendle · arXiv:1203.0270 Brendle: rotational symmetry of asymptotically cylindrical steady solitons in higher dimensions. PDFarXiv:1203.0270
  11. 2015
    Rigidity of asymptotically conical shrinking gradient Ricci solitons Brett Kotschwar, Lu Wang · Journal of Differential Geometry, vol. 100 Kotschwar–Wang: shrinkers asymptotic to the same cone agree near infinity. DOI 10.4310/jdg/1427202764
  12. 2016
    Smoothing out positively curved metric cones by Ricci expanders Alix Deruelle · Geometric and Functional Analysis, vol. 26 Deruelle: expanders that smooth out positively curved cones. DOI 10.1007/s00039-016-0360-0
  13. 2016
    Structure at infinity for shrinking Ricci solitons Ovidiu Munteanu, Jiaping Wang · arXiv:1606.01861 Munteanu–Wang: the ends of four-dimensional shrinkers with bounded scalar curvature. PDFarXiv:1606.01861
  14. 2020
    A family of 3d steady gradient solitons that are flying wings Yi Lai · arXiv:2010.07272 Lai: flying-wing steady solitons, showing how rich the collapsed case is. PDFarXiv:2010.07272
  15. 2022
    A new complete two-dimensional shrinking gradient Kähler-Ricci soliton Richard H. Bamler, Charles Cifarelli, Ronan J. Conlon, Alix Deruelle · arXiv:2206.10785 Bamler–Cifarelli–Conlon–Deruelle: the last Kähler shrinker in complex dimension two. View paper Connections

Where to start reading

Surveys & books

Longer, gentler routes in, and the references specialists keep on their desks.

  1. 2009
    Recent Progress on Ricci Solitons Huai-Dong Cao · Recent advances in geometric analysis, Adv. Lect. Math. (ALM), 11 (2010), 1-38 Cao: *Recent progress on Ricci solitons*, a clear survey of the classical theory. PDFarXiv:0908.2006

Keep going

Across this site

Where Ricci solitons connects to the rest of Neckpinch.

Learn it step by step

Concept cards

Neighbouring topics

Papers and people

Reading trails and events

Learn it step by step

In the guidebook

Chapters of the Guidebook that build ricci solitons from the ground up, with proofs, figures and exercises.

  1. 11B.1
    Ricci SolitonsBook 11B · Solitons, Compactness and Singularities

    Self-similar solutions: the Gaussian, cylinders, the cigar and the Bryant soliton.

  2. 12B.2
    The Asymptotic Soliton and Three-Dimensional ShrinkersBook 12B · κ-Solutions and Surgery

    Perelman's Proposition 11.2 proved with Morgan and Tian: the reduced-length bounds on κ-solutions, the limit of rescalings, the equality case, and the classification of shrinking solitons in dimensions two and three.

If you follow the research

Latest papers · 418 papers

The newest 20, updated every weekday from arXiv. Follow this topic with its own RSS feed, or see who writes most on it.

math.DGarXiv:2611.08206

Classification of cohomogeneity one steady gradient Ricci solitons in dimension four and five

Yuxing Deng, Guohao Wang

In this paper, we first prove Appleton's conjecuture on the uniqueness of noncollapsed steady solitons constructed in. We also classify non-Ricci-flat -noncollapsed cohomogeneity one steady gradient Ricci solitons in dimension four and five. After passing to a finite cover, in dimension four, they must be the Bryant soliton or Appleton's noncollapsed 4d steady soliton; in dimension five, they must be the Bryant soliton or solitons constructed by Ivey–Dancer–Wang.

View paper Connections
math.DGarXiv:2611.07381

Scalar curvature bounds and rigidity of Ricci shrinkers

Jianyu Ou, Guoqiang Wu

We prove that a complete noncompact gradient shrinking Ricci soliton of dimension at least two is a finite quotient of an Einstein cylinder if its scalar curvature is bounded below by the cylindrical value. The corresponding pointwise strict bound implies compactness. We also establish one-endedness criteria using curvature information at critical points of the potential, including degenerate ones, and obtain sharp one-endedness and rigidity results under global Ricci norm bounds.

View paper Connections
math.DGarXiv:2611.06535

Rigidity of Ricci solitons for -related metallic semi-Riemannian structures on para-Kenmotsu manifolds

Yasemin Karababa

In this paper, we investigate Ricci solitons in the para-Kenmotsu setting with respect to a -related metallic semi-Riemannian metric arising from the underlying almost paracontact metric structure, under the assumption that the potential vector field is pointwise collinear with the Reeb vector field. We first establish the relation between the Ricci tensors of the original metric and the -related metallic metric . We then show that the Ricci soliton equation implies that the original metric is of -Einstein type. By combining this condition with the contracted Bianchi identity, we obtain a rigidity result implying , , , and consequently . Thus, every Ricci soliton in this setting whose potential vector field is pointwise collinear with the Reeb vector field is necessarily trivial, and both and are Einstein. Finally, we provide two five-dimensional para-Kenmotsu examples: one realizing the resulting trivial Einstein Ricci soliton and another showing that failure of the required Einstein condition prevents the existence of such a soliton.

View paper Connections
math.DGarXiv:2611.03823

Conjugate radius and parabolicity along the Ricci flow

Chandan Kumar Mondal

We study the behaviour of the conjugate radius under the Ricci flow on complete noncompact manifolds. We show that if is a complete Ricci flow with nonnegative scalar curvature at , the initial metric is parabolic and not Ricci-flat, and the Einstein tensor is bounded above, then parabolicity is preserved along the flow and the conjugate radius of is finite for every . As an application, we prove that a complete noncompact gradient shrinking Ricci soliton whose volume growth is subquadratic, in the sense that , has finite conjugate radius.

View paper Connections
math.DGarXiv:2611.02740

Rigidity of shrinking Ricci solitons with low-dimensional focal sets

Matheus Andrade Ribeiro de Moura Horácio

We prove that, in every dimension, the focal set of the potential function of a complete gradient shrinking Ricci soliton with constant scalar curvature is totally geodesic whenever it has dimension two or three, and that every complete five-dimensional gradient shrinking Ricci soliton with constant scalar curvature is rigid. The first result follows from a Bochner identity for the covariant derivative of the Ricci tensor at the focal set. For the second, when the scalar curvature is twice the soliton constant, we prove that total geodesy implies rigidity through an integral identity on the level hypersurfaces; the case of scalar curvature three times the soliton constant is treated by a separate argument. As further applications, we combine our methods with the rigidity theorem in the recent preprint of Li, Li, Ou, Qu, Wu and Zhou to obtain rigidity in arbitrary dimension when the scalar curvature is twice or three times the soliton constant, and under integral Weyl pinching for four-dimensional focal sets.

View paper Connections
math.DGarXiv:2611.02477

Ricci flows and bracket flows on twisted principal bundles

Henry Wood

We show that Ricci flows of invariant metrics on twisted principal bundles with nilpotent fibres over are immortal and type III. After normalisation and lift to the universal cover, a sequence of metrics converges in the Cheeger–Gromov topology to a homogeneous expanding Ricci soliton. The proof extends the bracket flow technique from homogeneous Ricci flows to invariant Ricci flows on twisted principal bundles.

View paper Connections
math.DGarXiv:2611.02062

Generalized Ricci Solitons on Heisenberg and Oscillator Algebras

Vicente Cortés, Shubham Dwivedi, Lorenz Jetter

We prove that on a connected, simply-connected nilpotent Lie group, the notions of left-invariant generalized Ricci soliton, semi-algebraic and algebraic generalized Ricci soliton coincide. Moreover, every such soliton has harmonic torsion. We classify all algebraic solitons with positive definite metric on the five-dimensional Heisenberg algebra, the four-dimensional oscillator algebra and the four-dimensional split-oscillator algebra up to automorphisms and rescalings. We find that there is only a finite number of algebraic solitons, all of which have harmonic torsion.

View paper Connections
math.DGarXiv:2610.41345

On the geometry of asymptotically conical Ricci shrinkers (II): strong uniqueness

Yu Li, Longhuan Yan, Wenjia Zhang

We prove strong uniqueness of tangent flows at the first singular time of a closed Ricci flow when one tangent flow is generated by a complete smooth asymptotically conical Ricci shrinker. The modified flow converges to this shrinker in a fixed gauge, with quantitative estimates on expanding domains. The main ingredients are a Łojasiewicz-Simon inequality for Perelman's entropy, based on the global weighted divergence-free gauge constructed in the preceding paper, and estimates controlling the geometric radius under Ricci flow.

View paper Connections
math.DGarXiv:2611.00139

Blowdowns along Ricci flow in dimension four

Dain Kim, Tristan Ozuch

We show that the blowdown shrinking Ricci soliton of Feldman, Ilmanen and Knopf is strictly dynamically stable in the following strong local sense: (1) The Ricci flow from every metric on a closed 4-manifold containing a region close to a rescaling of a sufficiently large compact subset of the soliton in either orientation and with controlled geometry elsewhere develops a singularity with unique tangent flow modeled on the soliton. (2) The singular time slice has an isolated conical singularity, and by Gianniotis-Schulze the flow can be continued by blowing down a sphere of self-intersection . (3) On a closed 4-manifold, the set of metrics whose Ricci flows have their first singularity modeled on the soliton is -open. It is nonempty if and only if the manifold contains a sphere of self-intersection . (4) The soliton is strongly rigid among shrinking Ricci solitons. As applications, we construct -open sets of initial data whose Ricci flows perform any prescribed ordered sequence of blowdowns. (1) Every closed simply connected smooth 4-manifold, including spin and exotic examples, can be reached by Ricci flow from a standard , through finitely many blowdown singularities. (2) On the standard , there are infinitely many open sets of initial metrics whose Ricci flows, after a single blowdown, reach pairwise nondiffeomorphic manifolds. The proof uses the spectral analysis of Naff and the second author and deals with the gauge-fixing problem along Ricci flow through a Ważewski argument inspired by Stolarski. We also use Bamler-Lai's PDE-ODI principle. Except for continuation (requiring nonnegative curvature of the asymptotic cone), all results apply to linearly stable nonflat asymptotically conical shrinkers in all dimensions.

View paper Connections
math.DGarXiv:2610.40994

Steady conformally Kähler Ricci solitons with isoparametric potential

Ernani Ribeiro, Hung Tran

We classify complete, non-compact, simply connected, irreducible four-dimensional steady gradient Ricci solitons that are globally conformally Kähler and have an isoparametric potential. The steady Ricci solitons are -invariant nuts on , including the Bryant and Cao solitons, and bolts on and on . For each there is exactly one non-collapsed bolt. A key step, valid for Ricci solitons of every sign, is that away from the locally conformally flat case, the conformal factor is aligned with the potential function, which yields cohomogeneity-one symmetry.

View paper Connections
math.DGarXiv:2610.39814

On the geometry of asymptotically conical Ricci shrinkers (I): weighted analysis

Yu Li, Longhuan Yan, Wenjia Zhang

We develop the weighted Sobolev and Hölder analysis needed to study perturbations of complete asymptotically conical (AC) Ricci shrinkers. Weighted elliptic estimates yield a global weighted divergence-free slice in spaces that retain the asymptotic data at infinity. As a geometric application, we prove pointed Gromov-Hausdorff rigidity of nontrivial AC shrinkers with vanishing infinitesimal solitonic deformation space.

View paper Connections
math.DGarXiv:2610.38723

Solitons on Statistical Manifolds and Their Submanifolds

Aliya Naaz Siddiqui, Bang-Yen Chen

Statistical manifolds, introduced by Amari in information geometry, carry a pair of dual torsion-free connections together with a Riemannian metric. In this chapter we survey the theory of statistical solitons, that is, vector fields and constants that solve the Ricci-soliton equation simultaneously for and , together with the statistical analogue of almost quasi-Yamabe solitons. We discuss two principal settings: (i) statistical warped products and for (pseudo) Riemannian manifolds and , where the soliton equation constrains the warping function; and (ii) statistical submanifolds of Kenmotsu statistical manifolds, where the position of the Reeb field relative to the submanifold and the presence of concircular or concurrent vector fields determine the Einstein, -Einstein or quasi-Einstein character of the submanifold. We further review the results of Blaga and Chen on gradient solitons and statistical structures, in particular the connections defined by a -form, volume formulas and bounds for the Ricci tensor. We also describe Chen-type inequalities for statistical warped product submanifolds, which give the extrinsic context in which such solitons live. Key steps of the proofs, remarks on the sharpness of hypotheses, worked examples, and open problems are included.

View paper Connections
math.AGarXiv:2610.38137

The Miyaoka-Yau inequality and the delta invariant for Fano varieties II -soliton case-

Tomoyuki Hisamoto, Masataka Iwai

Inspired by recent work of Inoue and Hallam-Lahdili, we prove an equivariant Miyaoka-Yau inequality with a correction term for smooth Fano manifolds admitting Kähler-Ricci solitons. It recovers the usual Miyaoka-Yau inequality in the Kähler-Einstein case. Our proof uses weighted equivariant Bogomolov-Gieseker and Langer inequalities for torsion-free sheaves, together with a weighted slope estimate for the canonical extension sheaf. We also construct toric examples showing that the existence of a soliton implies neither weighted semistability of the canonical extension sheaf nor nonnegativity of the equivariant Miyaoka-Yau number.

View paper Connections
math.DGarXiv:2610.37151

Rigidity of Constant-Scalar-Curvature Ricci Shrinkers with Totally Geodesic Focal Set

Fengjiang Li, Wenqi Li, Jianyu Ou + 3 more

Let be a complete connected shrinking gradient Ricci soliton with constant scalar curvature, satisfying We prove that if the focal set of is totally geodesic, then is rigid. Equivalently, its universal cover is a product of a compact Einstein manifold and a Euclidean space.

View paper Connections
math.DGv2arXiv:2610.35000

Genus Increase in Closed Mean Curvature Flows

Jingwen Chen

We construct closed mean curvature flows with arbitrarily large genus increase in every smooth Riemannian three-manifold, giving counterexamples to Ilmanen's genus-reduction conjecture. We prove that a compact hypersurface with a single isolated conical singularity and a power rate of convergence to its cone admits a mean curvature flow whose forward rescaled limit is a prescribed expander in the tangent space at the singular point, smoothly asymptotic to that cone. Combining this theorem with closed mean curvature flows with prescribed tangent flows (arXiv:2405.15577, arXiv:2607.23879) and the noncompact counterexample (arXiv:2605.09657) gives the desired examples.

View paper Connections
math.DGarXiv:2610.34835

A complete parameter classification of left-invariant Bott affine Ricci solitons for two rotated distributions on three-dimensional Lorentzian Lie groups

Fanqi Lin

We classify all left-invariant affine Ricci solitons associated with the Bott connections of two fixed rank-two distributions on the seven standard families of three-dimensional Lorentzian Lie groups. The distributions are defined by a fixed orthogonal change of the spacelike frame. A universal adapted-frame calculation provides explicit connection matrices, curvature operators and the symmetrized Ricci tensor. The equation in the orthogonal-complement direction forces every left-invariant solution to be steady. The remaining equations yield elementary parameter families and finitely many real algebraic branches: four normalized branches for , six branches for each sign parameter in , and two quartic branches in in addition to its elementary families. Resultants, subresultants, exact polynomial reduction and Sturm root isolation establish necessity, sufficiency and exhaustiveness. Degenerate cases are treated separately, including all families with nonunique soliton vector fields. An invertible frame transformation relates the two distribution problems. The classification is in the stated structure parameters; no quotient by isometries, automorphisms or scaling is taken.

View paper Connections
math.DGarXiv:2610.32819

Instability of mean curvature flow in expander coordinates

Ben S. Lambert, Oliver C. Schnürer

We study rotationally symmetric graphical solutions to mean curvature flow that are initially close to a homothetic reference expander, in particular near infinity. Based on a computer algebra aided proof, we show that under appropriate conditions, at large times, the solutions are closer to a different expander than to the reference expander.

View paper Connections
math.DGarXiv:2610.30939

Parametrization of ancient Ricci flows with smooth compact tangent shrinkers

Yu Li

We study ancient Ricci flows whose tangent flow at backward infinity is a smooth compact Ricci shrinker. After normalization, every nontrivial solution either converges exponentially or has polynomial decay governed by neutral directions. We recover the finite-dimensional parametrization of the exponentially convergent solutions and establish finite-order asymptotic expansions for all slowly convergent solutions. For principal slow solutions, we obtain a locally bijective finite-dimensional parametrization compatible with diffeomorphisms, parabolic rescaling, and time translation.

View paper Connections

All 418 papers on Ricci solitons, by year