REVIEW 4 major objections 5 minor 4 cited by
Four-qubit states reproduce known CFTs, plus 25 new ones
Reviewed by Pith at T0; open to challenge. T0 means a machine referee read the full paper against a public rubric. the ladder, T0–T4 →
A symmetry-free entropy search on four-site states recovers known CFTs and yields unclassified candidate CFTs with 1<c<2.
T0 review reviewed 2026-08-05 challenge →
load-bearing objection Instructive method paper that recovers known CFTs from four-site states, but the ~25 'Mystery CFT' candidates are not yet supported as true CFTs. the 4 major comments →
A systematic search for conformal field theories in very small spaces
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
Core claim
The central claim is that a four-site state is an approximate CFT ground state exactly when it is a critical point of the entropy function c_delta = ⟨ψ|ĉ_delta|ψ⟩, where ĉ_delta is proportional to the reconstructed Hamiltonian H_rec = cot(π/L) Σ_i (K_{i,i+1}−K_i). For such states H_rec is local and non-negative, and its low-lying spectrum equals 2π/L times the CFT scaling dimensions, so the state itself encodes the theory. The qubit search exhaustively finds eight critical points, three of which are CFTs (Ising, XX, Heisenberg); the qutrit search finds the Ising, tricritical Ising and Potts models, many c=1 points, and about 25 states with 1<c<2 whose spectra look conformal but match no know
What carries the argument
The vector fixed point equation (VFPE), K_Delta |ψ⟩ ∝ |ψ⟩ for the operator K_Delta = η Δ(A,B,C) + (1−η) I(A:C|B) built from entanglement Hamiltonians of three adjacent intervals. It acts as a local, finite-size-suppressed criterion that singles out RG fixed points. The search algorithm minimizes the variance of ĉ_delta (equivalently the error of the VFPE) by gradient descent followed by Newton's method, then uses the reconstructed Hamiltonian H_rec to convert each state into a spectrum of scaling dimensions and a central-charge estimate c_delta.
Load-bearing premise
The paper's enumeration relies on the assumption that a single state on only four sites, satisfying the fixed-point equation at one cross-ratio (η=1/2), is a faithful enough representative of a continuum CFT that the Hamiltonian reconstructed from it describes the infinite-size limit; the paper itself notes that proving this requires L to infinity and all intervals.
What would settle it
For any specific 'Mystery CFT' state, take the reconstructed Hamiltonian H_rec to L=24, 32, 48 and check whether the low-lying eigenvalues keep converging to fixed values of L·E_i and whether S(l) still fits (c/3) log sin(πl/L) to the largest available l; if instead the levels drift linearly with L (as the paper shows for gapped or relevant-perturbed states), the four-site state is not a CFT groundstate.
If this is right
- Enumerating CFTs is reduced to finding critical points of an entropy function on a finite-dimensional state space; no Hamiltonian, symmetry, or integrability input is required.
- Each solution yields a fully normalized local Hamiltonian, so the speed of light and the central charge are obtained without manual rescaling.
- The answer to the long-open question of whether irrational CFTs exist could come from the unclassified 1<c<2 candidates if they survive more careful continuum-limit checks.
- Scanning the VFPE error over a parameter family detects continuous phase transitions, as demonstrated on the antiferromagnetic Ising chain with transverse and longitudinal fields.
- The observed empty regions ('voids') in error-versus-c_delta plots hint that allowed central charges form a discrete constrained set even where no bootstrap bound is known.
Where Pith is reading between the lines
- A natural next check is to run the same search on four d=4 sites (or with the blocking step the paper suggests); if the c=1 orbifold line and the Ginsparg archipelago appear, the small-state enumeration is mapping the true CFT moduli space rather than a finite-size artefact.
- The paper's observation that the number of negative Hessian directions of c_delta equals the number of relevant operators suggests c_delta is a genuine landscape function on state space; if established, it would give a variational principle for RG flow.
- The mystery CFTs, if confirmed, would be prime candidates for irrational CFTs; comparing their OPE coefficients (computable from eigenstates via a wavefunction-overlap method) against known rational data would settle the match.
- The c-d conjecture could be tested directly: pushing the search to larger local dimension d and finding any CFT state with c > d−1 would disprove it; the paper reports consistency so far.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proposes a systematic search for 1+1d CFT groundstates by finding critical points of an entropic function c_Δ (proportional to a reconstructed Hamiltonian H_rec) on the space of translation-invariant real states of four qubits and four qutrits. For each critical state, the authors reconstruct a nearest-neighbor Hamiltonian H_rec and study its low-energy spectrum and entanglement entropy for system sizes L=4,6,8,10,12,14 using periodic MPS. They report recovering several known CFTs (Ising, tricritical Ising, 3-state Potts, the c=1 free-boson line) and, in the qutrit search, about 25 previously unidentified 'Mystery CFT' candidates with 1<c<2, alongside gapped fixed points and states with relevant perturbations. The central claim is that small-system VFPE solutions encode enough universal data to enumerate CFTs without input from a Hamiltonian or symmetry.
Significance. If the central claim were established, this would be a very significant result: a Hamiltonian-free, entropy-based enumeration of 1+1d CFTs that could in principle reach irrational or otherwise inaccessible theories in 1<c<2. The paper's concrete successes are real and should be credited: the reconstructed Hamiltonians for the qubit XX and Heisenberg states are exactly the known XX and Heisenberg Hamiltonians with the correct prefactor (Section 3), and the identification of Ising, TCI, Potts and several c=1 points from four-qutrit states is convincing and provides strong external validation of the method. The authors also honestly list many states that are gapped or have relevant perturbations, and they make the raw states available as supplementary material. However, the headline claim of discovering previously unknown CFTs is not yet supported: the finite-size diagnostics used to classify the 'Mystery CFTs' cannot distinguish a true CFT from a gapped/near-critical Hamiltonian whose correlation length exceeds the largest system size studied, and the paper itself contains a concrete false-positive example (the 'Ising in Fib' state). The work is therefore best viewed as a promising m
major comments (4)
- [Section 4, Appendix B, Tables 6–10] The classification of the ~25 'Mystery CFTs' relies on spectral and entanglement diagnostics for L = 4,6,8,10,12,14. The paper's own Discussion admits that 'most of the states we find produce H_rec with a finite correlation length (of order 15−30 lattice spacing)'. If the correlation length ξ is 15–30, then all system sizes studied are within ξ, so the observed 'no visible drift' of L·E_i and the apparent CFT-like S(ℓ) are equally consistent with a gapped Hamiltonian whose correlation length is larger than 14. The analyzer's criteria (Fig. 9, Appendix B) are manual and qualitative ('Does the spectrum converge as L increases?', 'Does S(ℓ) follow the CFT prediction?'), with no quantitative threshold or extrapolation. This is a load-bearing gap: Tables 6–10 are presented as CFT candidates, but the finite-size data shown cannot establish that they are CFTs. Please either extend the analysis
- [Appendix B, Table 2 (cΔ = 0.63776)] The 'Ising in Fib' state is a controlled counterexample to the paper's classification criteria. It satisfies the VFPE with small error, its reconstructed spectrum on L = 4,...,14 is the low-energy Ising spectrum (below a gap that grows with L), and its entanglement entropy appears to follow the CFT scaling for small L, yet no unitary CFT exists at c ≈ 0.63. The authors themselves write 'Why c∆ on 4 sites for this state is so far off we do not know.' This demonstrates that a VFPE solution with small error and CFT-looking small-size spectra need not correspond to a CFT at all. It is therefore essential to explain how many of the 'Mystery CFTs' in Tables 6–10 might be analogous artifacts, and what additional evidence (e.g., vanishing gap extrapolated to L→∞, or matching to a known or bootstrap-consistent spectrum) distinguishes them from this false positive.
- [Section 1, Footnote 2] The paper explicitly relies on L=4 and a single cross-ratio η=1/2, while acknowledging that proving a VFPE solution is the groundstate of H_rec requires L→∞ and all intervals. For the known CFTs, external identification (XX, Heisenberg, Ising, TCI, Potts) provides the missing validation. For the Mystery CFTs there is no such external anchor: the only evidence is the reconstructed spectrum of H_rec on small sizes, whose connection to the continuum CFT spectrum is precisely what footnote 2 leaves unproven. Please either provide an independent validation of at least one Mystery CFT (e.g., by bootstrap or by demonstrating that the reconstructed spectrum stabilizes for L well beyond the correlation length), or soften the abstract's claim that 'others are CFTs we have not yet identified' to 'candidates requiring further evidence.'
- [Appendix B, Fig. 9] The analyzer's final decision is a 'manual fuzzy decision' with two qualitative checks. This is not a reproducible classification criterion. To make the central claim testable, specify quantitative thresholds: e.g., the maximum allowed drift of L·E_i from L=4 to L=14, the goodness-of-fit range for S(ℓ) vs log sin(πℓ/L), and the maximum allowed scatter of c_21 across sizes. Without such thresholds, the reader cannot assess the false-positive rate or reproduce the assignment of states to Tables 2–10 versus Tables 11–14. This is especially important because the 'Ising in Fib' state would pass the qualitative criteria as described.
minor comments (5)
- [Introduction] Typo: 'relativstic' should be 'relativistic'.
- [Eq. (2.1)] The normalization factor is printed as '3 2 log 2'; please clarify whether it is 3/(2 log 2) or 3·2·log 2. The text later says c_Δ is exactly the central charge, so the intended factor should be stated unambiguously.
- [Table 1] The Ising coefficients are listed as '[a1, a2, a5, a6] = [0.11036, 0.80152, 0, 0, −0.51103, 0.29023]' — six numbers for four coefficients, apparently including a3,a4. Please correct the notation.
- [Appendix B] The text defines c_21 in Eq. (B.1) and says it is 'UV-insensitive', but the subsequent tables report both c_fit and c_21 for each state; a brief explanation of how c_fit is computed (least-squares slope over which ℓ range?) would help the reader interpret the tables.
- [References] Several key background results are deferred to works 'to appear' ([20], [35]). Since the present paper's method depends heavily on [17], [20]–[22], please make the dependence explicit in the main text and, if possible, include a short summary of the relevant results from [20] in an appendix so the current paper is more self-contained.
Circularity Check
VFPE sufficiency is load-bearing and deferred to a self-citation; known-CFT matches provide independent anchors, so partial circularity only.
specific steps
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self citation load bearing
[Section 1, after Eq. (1.6), footnote 2]
"Elsewhere [20] we will show that a state |ψ⟩ satisfying the fixed point equation is the groundstate of its reconstructed Hamiltonian H ψ rec. ... proving the groundstate result requires taking the limit of many sites, L → ∞, and demands that the fixed-point equation hold for all possible three intervals. Whereas in this paper, we rely only on the case L = 4."
The enumeration identifies 4-site VFPE solutions as CFT groundstates and reads off scaling dimensions from H_rec via (1.6). The bridge from 'satisfies VFPE' to 'is the groundstate of H_rec' is not proved here; it is cited to [20], a paper by the same authors (Li, Lin, McGreevy) and 'to appear'. The footnote concedes the proof needs L→∞ and all intervals, while the search uses L=4. Thus the 'Mystery CFT' classification is supported by an unverified self-citation rather than by a derivation in this paper. The known-CFT matches are external anchors, but the un-identified states are exactly the ones that depend on this assumed converse.
full rationale
The paper's core numerical search—finding critical points of c∆ and comparing H_rec spectra to known CFT data—is not circular: the known CFT matches (Ising, TCI, Potts, XX/Heisenberg at c=1) are external anchors, and the reconstructed Hamiltonians for XX and Heisenberg coincide exactly with known lattice Hamiltonians. These are genuine predictions. However, the headline claim that ~25 'Mystery CFT' states in 1<c<2 are previously unknown CFTs depends on the converse of the VFPE (a VFPE state is a CFT groundstate and is the groundstate of its H_rec). That converse is not proved in the paper; it is attributed to refs. [17,20,21,22], all by the same group, with [20] 'to appear.' Footnote 2 explicitly admits the proof requires L→∞ and all intervals while the paper uses only L=4. The 'Ising in Fib' state (c∆=0.63776) shows that a 4-site VFPE solution can have a misleading c∆, so the 4-site input does not by itself determine the CFT data. Hence the un-identified states are not yet established as CFTs by the paper's own derivation; the load-bearing step is an unverified self-citation. This is partial circularity, not full: the identified CFTs are independently confirmed.
Axiom & Free-Parameter Ledger
axioms (4)
- domain assumption A state satisfying the VFPE (1.1) is an RG fixed point (a CFT or a zero-correlation-length gapped state).
- domain assumption The reconstructed Hamiltonian (1.4) is local, non-negative, and its normalized spectrum is the CFT scaling dimension list (1.6), with the source state as groundstate.
- ad hoc to paper A single 4-site configuration (L=4, eta=1/2) captures the universal data of the continuum CFT.
- domain assumption Spectral convergence and linear S(l) vs log sin(pi*l/L) diagnose a CFT.
Cite this review
Pith. "Pith review of A systematic search for conformal field theories in very small spaces." pith.science (2026). https://pith.science/paper/OGE5DQJB
@misc{pith2026250904596,
author = {Pith},
title = {Pith review of: A systematic search for conformal field theories in very small spaces},
year = {2026},
howpublished = {\url{https://pith.science/paper/OGE5DQJB}},
note = {Machine review of arXiv:2509.04596}
}
read the original abstract
Groundstates of 1+1d conformal field theories (CFTs) satisfy a local entropic condition called the vector fixed point equation. This condition is surprisingly well satisfied by groundstates of quantum critical lattice models even at small system sizes. We perform a search in the space of states of very small systems (four qubits and four qutrits) and examine the states that satisfy this condition. By reconstructing a local Hamiltonian from each state, we are able to identify many of these solutions with known CFTs; others are gapped fixed points, or involve large relevant perturbations, and others are CFTs we have not yet identified. These ideas are also useful for identifying continuous quantum phase transitions in a given family of Hamiltonians, and for identifying the nature of the critical theory in small systems.
Figures
Forward citations
Cited by 4 Pith papers
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Toward Entanglement Bootstrap for Conformal Field Theory in Any Dimension
Proposes and numerically tests a reconstructed Hamiltonian for approximate CFT ground states in any dimension that recovers CFT spectral properties.
Reference graph
Works this paper leans on
-
[1]
Infinite Conformal Symmetry in Two-Dimensional Quantum Field Theory,
A. A. Belavin, A. M. Polyakov, and A. B. Zamolodchikov, “Infinite Conformal Symmetry in Two-Dimensional Quantum Field Theory,” Nucl. Phys. B 241 (1984) 333–380. 1
work page 1984
-
[2]
Conformal Invariance, Unitarity and Two-Dimensional Critical Exponents,
D. Friedan, Z.-A. Qiu, and S. H. Shenker, “Conformal Invariance, Unitarity and Two-Dimensional Critical Exponents,” Phys. Rev. Lett.52 (1984) 1575–1578. 1
work page 1984
-
[3]
P. Di Francesco, P. Mathieu, and D. Senechal, Conformal Field Theory. Graduate Texts in Contemporary Physics. Springer-Verlag, New York,
-
[4]
DISCUSSION c∆ as a c-function? Starting at a saddle point |ψ⟩ of c∆ identified with a CFT, we can parameterize nearby states as |ψ⟩ + |dψ⟩. In turn we can expand |dψ⟩ in a basis of eigenstates of H ψ rec, which, by the state-operator correspondence of CFT, correspond to operators of defi- nite scaling dimension, |∆i⟩. Thus, we can ask about the change in ...
work page 2025
-
[5]
Coupled Potts models: Self-duality and fixed point structure,
V. Dotsenko, J. L. Jacobsen, M.-A. Lewis, and M. Picco, “Coupled Potts models: Self-duality and fixed point structure,” Nucl. Phys. B546 (1999) 505–557, cond-mat/9812227. 1
Pith/arXiv arXiv 1999
-
[6]
Universality of coupled Potts models
V. S. Dotsenko, J. L. Jacobsen, X. S. Nguyen, and R. Santachiara, “Universality of coupled Potts models,” Nucl. Phys. B631 (2002) 426–446, cond-mat/0112120
work page internal anchor Pith review Pith/arXiv arXiv 2002
-
[7]
Coupled Minimal Conformal Field Theory Models Revisited,
A. Antunes and C. Behan, “Coupled Minimal Conformal Field Theory Models Revisited,” Phys. Rev. Lett. 130 (2023), no. 7 071602, 2211.16503
Pith/arXiv arXiv 2023
-
[8]
Coupled minimal models revisited II: Constraints from permutation symmetry,
A. Antunes and C. Behan, “Coupled minimal models revisited II: Constraints from permutation symmetry,” SciPost Phys. 18 (2025), no. 4 132, 2412.21107
Pith/arXiv arXiv 2025
-
[9]
Irrational CFTs from coupled anyon chains with non-invertible symmetries?,
A. Antunes and J. Rong, “Irrational CFTs from coupled anyon chains with non-invertible symmetries?,” 2507.14280. 1, 4, 9
-
[10]
Characterizing topological order by the information convex,
B. Shi and Y.-M. Lu, “Characterizing topological order by the information convex,” Phys. Rev. B99 (2019), no. 3 035112, 1801.01519. 1
Pith/arXiv arXiv 2019
-
[11]
Seeing topological entanglement through the information convex,
B. Shi, “Seeing topological entanglement through the information convex,” Phys. Rev. Research.1 (2019) 033048, 1810.01986
Pith/arXiv arXiv 2019
-
[12]
Fusion rules from entanglement,
B. Shi, K. Kato, and I. H. Kim, “Fusion rules from entanglement,” Annals Phys. 418 (2020) 168164, 1906.09376
Pith/arXiv arXiv 2020
-
[13]
Verlinde formula from entanglement,
B. Shi, “Verlinde formula from entanglement,” Phys. Rev. Res.2 (2020), no. 2 023132, 1911.01470
Pith/arXiv arXiv 2020
-
[14]
Domain Wall Topological Entanglement Entropy,
B. Shi and I. H. Kim, “Domain Wall Topological Entanglement Entropy,” Phys. Rev. Lett.126 (2021), no. 14 141602, 2008.11794
Pith/arXiv arXiv 2021
-
[15]
Entanglement bootstrap approach for gapped domain walls,
B. Shi and I. H. Kim, “Entanglement bootstrap approach for gapped domain walls,” Phys. Rev. B103 (2021), no. 11 115150, 2008.11793
Pith/arXiv arXiv 2021
-
[16]
J.-L. Huang, J. McGreevy, and B. Shi, “Knots and entanglement,” 2112.08398
-
[17]
Remote detectability from entanglement bootstrap I: Kirby’s torus trick,
B. Shi, J.-L. Huang, and J. McGreevy, “Remote detectability from entanglement bootstrap I: Kirby’s torus trick,” 2301.07119. 1
-
[18]
Conformal Field Theory Ground States as Critical Points of an Entropy Function,
T.-C. Lin and J. McGreevy, “Conformal Field Theory Ground States as Critical Points of an Entropy Function,” Phys. Rev. Lett.131 (2023), no. 25 251602, 2303.05444. 1, 2, 3
Pith/arXiv arXiv 2023
-
[19]
Towards a derivation of holographic entanglement entropy,
H. Casini, M. Huerta, and R. C. Myers, “Towards a derivation of holographic entanglement entropy,” JHEP 05 (2011) 036, 1102.0440. 1
Pith/arXiv arXiv 2011
-
[20]
Entanglement hamiltonians in two-dimensional conformal field theory,
J. Cardy and E. Tonni, “Entanglement hamiltonians in two-dimensional conformal field theory,” J. Stat. Mech. 1612 (2016), no. 12 123103, 1608.01283. 1
Pith/arXiv arXiv 2016
-
[21]
On the strength of the vector fixed-point equation,
X. Li, T.-C. Lin, and J. McGreevy, “On the strength of the vector fixed-point equation,” to appear(2025). 1, 2
work page 2025
-
[22]
Conformal geometry from entanglement,
I. H. Kim, X. Li, T.-C. Lin, J. McGreevy, and B. Shi, “Conformal geometry from entanglement,” SciPost Physics 18 (Mar., 2025) 102, 2404.03725. 1
Pith/arXiv arXiv 2025
-
[23]
Chiral Virasoro algebra from a single wavefunction,
I. H. Kim, X. Li, T.-C. Lin, J. McGreevy, and B. Shi, “Chiral Virasoro algebra from a single wavefunction,” Annals Phys. 471 (2024) 169849, 2403.18410. 1
Pith/arXiv arXiv 2024
-
[24]
Irreversibility of the Flux of the Renormalization Group in a 2D Field Theory,
A. B. Zamolodchikov, “Irreversibility of the Flux of the Renormalization Group in a 2D Field Theory,” JETP Lett. 43 (1986) 730–732. 2
work page 1986
-
[25]
A new operator extension of strong subadditivity of quantum entropy
T.-C. Lin, I. H. Kim, and M.-H. Hsieh, “A new operator extension of strong subadditivity of quantum entropy,” Lett. Math. Phys.113 (2023), no. 3 68, 2211.13372. 2
work page internal anchor Pith review Pith/arXiv arXiv 2023
-
[26]
Multipartite entanglement from ditstrings for 1+1D systems,
Z. Ozzello and Y. Meurice, “Multipartite entanglement from ditstrings for 1+1D systems,” 2507.14422. 2
-
[27]
Conformal fields and operator product expansion in critical quantum spin chains,
Y. Zou, A. Milsted, and G. Vidal, “Conformal fields and operator product expansion in critical quantum spin chains,” Physical Review Letters124 (2020), no. 4 040604. 2
work page 2020
-
[28]
The conformal bootstrap: Theory, numerical techniques, and applications,
D. Poland, S. Rychkov, and A. Vichi, “The conformal bootstrap: Theory, numerical techniques, and applications,” Reviews of Modern Physics91 (2019), no. 1 015002. 2
work page 2019
-
[29]
W state is not the unique ground state of any local Hamiltonian,
L. Gioia and R. Thorngren, “ W state is not the unique ground state of any local Hamiltonian,” 2310.10716. 4
-
[30]
Interacting anyons in topological quantum liquids: The golden chain,
A. Feiguin, S. Trebst, A. W. W. Ludwig, M. Troyer, A. Kitaev, Z. Wang, and M. H. Freedman, “Interacting anyons in topological quantum liquids: The golden chain,” Phys. Rev. Lett.98 (2007), no. 16 160409, cond-mat/0612341. 4
Pith/arXiv arXiv 2007
-
[31]
Topological Defects on the Lattice I: The Ising model,
D. Aasen, R. S. K. Mong, and P. Fendley, “Topological Defects on the Lattice I: The Ising model,” J. Phys. A 49 (2016), no. 35 354001, 1601.07185
Pith/arXiv arXiv 2016
-
[32]
Topological Defects on the Lattice: Dualities and Degeneracies,
D. Aasen, P. Fendley, and R. S. K. Mong, “Topological Defects on the Lattice: Dualities and Degeneracies,” 2008.08598. 4
Pith/arXiv arXiv 2008
-
[33]
J. I. Latorre and G. Sierra, “The c − d conjecture,” J. Stat. Mech. 2024 (2024), no. 11 113103, 2403.17242. 4, 5
work page internal anchor Pith review Pith/arXiv arXiv 2024
-
[34]
P. H. Ginsparg, “Curiosities at c = 1,” Nucl. Phys. B 295 (1988) 153–170. 4
work page 1988
-
[35]
APPLIED CONFORMAL FIELD THEORY,
P. H. Ginsparg, “APPLIED CONFORMAL FIELD THEORY,” hep-th/9108028. 4
-
[36]
Note on searching for critical lattice models as entropy critical points from strange correlator,
A. Jin and L.-Y. Hung, “Note on searching for critical lattice models as entropy critical points from strange correlator,” to appear(2025). 6
work page 2025
-
[37]
The ITensor Software Library for Tensor Network Calculations,
M. Fishman, S. R. White, and E. M. Stoudenmire, “The ITensor Software Library for Tensor Network Calculations,” SciPost Phys. Codebases(2022) 4, https://scipost.org/10.21468/SciPostPhysCodeb.4. 6
-
[38]
Codebase release 0.3 for ITensor,
M. Fishman, S. R. White, and E. M. Stoudenmire, “Codebase release 0.3 for ITensor,” SciPost Phys. Codebases (2022) 4–r0.3, https://scipost.org/10.21468/SciPostPhysCodeb.4-r0.3. 6
-
[39]
Universal information of critical quantum spin chains from wavefunction overlaps
Y. Zou, “Universal information of critical quantum spin chains from wavefunction overlap,” Phys. Rev. B105 (2022), no. 16 165420, 2104.00103. 7 12 no yes no yes yes no yes no 1e-2 < err 1e-4 < err < 1e-2 Start Sample ψ ψ = ground state of H_rec(ψ) Is c_∆(ψ) in range? Failed to find a critical state Compute gradient of err(ψ) Update ψ Is c_∆(ψ) in range? I...
work page internal anchor Pith review Pith/arXiv arXiv 2022
This paper was first reviewed by deepseek-v4-flash on August 5, 2026.
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