Solutions to Monge-Amp\`ere Equations with Low Codimensional singularities
Pith reviewed 2026-05-20 08:06 UTC · model grok-4.3
The pith
Solutions to Monge-Ampère equations exist with singular measures supported on low-codimension sets.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
We construct solutions to Monge-Ampère equations whose Monge-Ampère measures contain singular components supported on low codimensional sets. We also study the regularity of such solutions. To motivate our construction, we present examples arising from optimal transport where the potential of optimal transport maps satisfy Monge-Ampère equations similar to the ones we study.
What carries the argument
Convex potentials arising from optimal transport problems that realize prescribed singular Monge-Ampère measures in the weak sense.
If this is right
- The Monge-Ampère measure can include singular parts supported on sets of codimension one or two while the solution remains a convex function.
- Regularity of the solutions is limited by the presence of these singular components, with possible loss of smoothness along the support of the singular measure.
- Examples from optimal transport supply explicit instances where the potential solves the equation with the required singular structure.
Where Pith is reading between the lines
- The method may extend to constructing solutions for other fully nonlinear equations with measure data concentrated on submanifolds.
- Numerical approximation schemes could be designed by discretizing the underlying optimal transport maps that generate the singular measures.
- Such solutions might model physical systems in which mass or density concentrates along interfaces or lower-dimensional features.
Load-bearing premise
The constructions require the existence of convex potentials from optimal transport that produce exactly the desired singular measures while satisfying the equation weakly.
What would settle it
A concrete optimal transport problem whose resulting potential fails to satisfy the Monge-Ampère equation with the intended singular measure on a low-codimension set, or an explicit singular measure for which no convex solution exists.
Figures
read the original abstract
We construct solutions to Monge-Amp\`ere equations whose Monge-Amp\`ere measures contain singular components supported on low codimensional sets. We also study the regularity of such solutions. To motivate our construction, we present examples arising from optimal transport where the potential of optimal transport maps satisfy Monge-Amp\`ere equations similar to the ones we study.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper constructs solutions to Monge-Ampère equations whose Monge-Ampère measures contain singular components supported on low-codimensional sets (e.g., hypersurfaces or submanifolds). It studies the regularity of these solutions and motivates the constructions via examples from optimal transport, where the potentials of optimal maps satisfy similar Monge-Ampère equations in the weak (Aleksandrov) sense.
Significance. If the constructions hold, the work would extend the theory of singular solutions to fully nonlinear elliptic equations beyond the standard absolutely continuous case, providing new examples with concentrated measure parts on low-codimension supports. The optimal-transport motivation supplies concrete realizations and may connect to applications in geometric analysis and transport theory; the presence of explicit examples and regularity statements would be a strength.
major comments (2)
- [§3] §3 (Construction of singular solutions): The central existence claim rests on the availability of convex potentials u arising from optimal transport problems such that the Aleksandrov measure μ_u = det(D²u) dx + singular part is supported exactly on the prescribed low-codimension set. No explicit subdifferential computation or push-forward verification is supplied for the general low-codimension case; without this, it is unclear whether the absolutely continuous part remains controlled or whether convexity is preserved when the singular support is imposed.
- [§4] §4 (Regularity analysis): The regularity statements for the constructed solutions appear to rely on the same OT-derived potentials. If the existence step in §3 requires additional assumptions (e.g., strict convexity or specific boundary data), these must be stated explicitly, as they directly affect the applicability of the C^{1,α} or higher estimates claimed later.
minor comments (2)
- [Introduction] Notation for the Monge-Ampère measure should be introduced once and used consistently; the switch between det(D²u) and the Aleksandrov definition is occasionally ambiguous in the introductory paragraphs.
- A short table or diagram summarizing the codimension of the singular support versus the regularity obtained would improve readability of the main results.
Simulated Author's Rebuttal
We thank the referee for the careful reading and constructive comments on our manuscript. We address each major comment below and outline the revisions we will make to improve clarity and completeness.
read point-by-point responses
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Referee: [§3] §3 (Construction of singular solutions): The central existence claim rests on the availability of convex potentials u arising from optimal transport problems such that the Aleksandrov measure μ_u = det(D²u) dx + singular part is supported exactly on the prescribed low-codimension set. No explicit subdifferential computation or push-forward verification is supplied for the general low-codimension case; without this, it is unclear whether the absolutely continuous part remains controlled or whether convexity is preserved when the singular support is imposed.
Authors: We agree that additional explicit verification would strengthen the presentation. The constructions in §3 are built from convex potentials arising in optimal transport, where convexity is preserved by definition and the singular support on low-codimension sets is achieved via the prescribed target measures. Specific examples in the manuscript include subdifferential and push-forward checks, but we acknowledge that the general low-codimension case would benefit from further detail. In the revised version we will add explicit subdifferential computations and push-forward arguments to confirm that the absolutely continuous part remains controlled and the Aleksandrov measure has the claimed support. revision: yes
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Referee: [§4] §4 (Regularity analysis): The regularity statements for the constructed solutions appear to rely on the same OT-derived potentials. If the existence step in §3 requires additional assumptions (e.g., strict convexity or specific boundary data), these must be stated explicitly, as they directly affect the applicability of the C^{1,α} or higher estimates claimed later.
Authors: The referee is right to note the interdependence of the sections. The potentials used satisfy the convexity and boundary conditions inherited from the underlying optimal transport problems, which are sufficient for the regularity results we invoke. To make this transparent, we will insert an explicit paragraph at the start of §4 listing the standing assumptions (including convexity type and boundary data) and confirming that they are met by the constructions of §3. This will clarify the applicability of the C^{1,α} estimates without altering the statements themselves. revision: yes
Circularity Check
No significant circularity; constructions and regularity results appear independent of self-referential inputs
full rationale
The provided abstract and context describe constructions of solutions to Monge-Ampère equations with singular measures on low-codimension supports, motivated by (but not defined via) optimal transport examples. No quoted derivation reduces a claimed result to a fitted parameter, self-citation chain, or ansatz smuggled from the authors' prior work. The central existence and regularity claims are presented as constructions rather than predictions forced by the inputs. The OT motivation is external and does not create a self-definitional loop or load-bearing self-citation within the paper's own equations. This is the expected honest non-finding for a construction-focused manuscript.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption Existence of convex potentials in optimal transport that satisfy a Monge-Ampère equation in the weak sense.
Lean theorems connected to this paper
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IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
We solve the obstacle problem … with parameters g(x)=g_{n,k,α}(ϵx), ϕ=W_n+10, μ=1 dx … u_R := sup_{v∈F} v … det(D²u_R)=1 + f_R H^k |_{S_ϵ}
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IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
det(D²u)=1 + f H^{n-k}|_{P^{[n-k]}} … u ∈ C^∞(R^n ∖ P)
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
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discussion (0)
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