REVIEW 3 major objections 4 minor 40 references
Hybrid TPMS-based Designs for Anisotropic Acoustic Metamaterials: Numerical Simulation and Topology Optimization
T0 review · 3 major / 4 minor · reviewed 2026-08-07 · deepseek-v4-flash
Pith's one-line read The paper claims that hybridizing two sheet-based TPMS unit cells of unequal size produces acoustic metamaterials whose bandgaps and passbands differ sharply between the two periodic directions, with optimized designs reaching up to…
desk verdict Competent numerical screening study for hybrid TPMS acoustic metamaterials; the main risk is that passband-rich y-direction coverage may be inflated by non-transmitting flat modes, and the paper's own APR check does not fully close that gap. 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 carrying object is the hybrid unit cell: two sheet-based TPMS subunit cells, each described by a relative density and a size, assembled with design variables $X=[\rho_1^*, \rho_2^*, C_2/C_1, C_1]^T$. TPMS here means a minimal surface that repeats periodically in all three directions, used as a solid sheet that shapes the air cavity. The mechanism that generates anisotropy is the $C_2/C_1<1$ arrangement: the second subunit cells are not connected along $y$, so their $y$-faces act as rigid barriers and the only $y$-pathway runs through the first subunit cells; this yields bandgaps along $x$ and passbands along $y$. Band behavior is computed with a finite-element Bloch-theorem eigenvalue problem under periodic boundary conditions, stored in normalized form $n=fC_1/c$, and expanded to actual designs with $f=nc/C_1$; the search then maximizes the objective $\min[BC_x, PC_y]$, the smaller of the $x$-bandgap and $y$-passband coverages of the target range.
What would settle it
Fabricate the optimal Nevious-Nevious unit cell ($C_2/C_1=0.7$, $C_1=50$ mm, densities 10% and 30%) and measure its transmission spectrum along both axes in an impedance tube over 20 Hz to 5 kHz. If the measured band edges along $x$ deviate noticeably from the scaled predictions, or if the $y$-direction does not show the predicted passband, then the uniform-scaling assumption that generates all 392,178 designs is wrong.
Extended reading notes
Core claim
The central claim is that hybridizing two sheet-based TPMS subunit cells with different relative densities and sizes produces anisotropic acoustic metamaterials whose bandgaps and passbands differ sharply between the two periodic axes. The paper reports that when $C_2/C_1<1$, only the first subunit cell connects to neighboring unit cells along the $y$-direction while the second subunit cell's $y$-faces are sealed by solid barriers, giving the metamaterial bandgap-rich transmission along $x$ and passband-rich transmission along $y$. The optimized designs for the four considered ranges are a Nevious-Nevious cell ($C_2/C_1=0.7$, $\rho_1^*=10\%$, $\rho_2^*=30\%$, $C_1=50$ mm, objective 62.90%) for 20 Hz-5 kHz, a Gyroid-Gyroid cell (76.71%) for 5-10 kHz, and Diamond-Diamond cells (83.35% and 93.53%) for 10-15 kHz and 15-20 kHz, where the objective is the minimum of the bandgap coverage along $x$ and the passband coverage along $y$. Acoustic pressure responses of a 3-by-3 repeat of the optimal Nevious-Nevious design show attenuation bands that match the predicted bandgap structure for each actuation direction.
Load-bearing premise
The results rest on a scaling premise: each normalized band structure transfers to any physical size through $f=nc/C_1$, so 392,178 actual designs can be ranked without re-solving the wave equation, and the only size filter is that air cavities stay 20 times thicker than the entropy boundary layer. If viscous or thermal losses, thin-wall effects, or deviations in the curve-fitted relative densities break that simple scaling at small $C_1$ values or at hybrid junctions, the identified optimal designs would not be the true optima.
Editorial extensions
If this is right
- Hybrid unit cells with $C_2/C_1<1$ give a single-structure route to directional waveguiding: sound is filtered along one periodic axis and transmitted along the other, with no demultiplexing channels required.
- The exhaustive search identifies optimized designs for each of the four audible sub-ranges, with the minimum of $x$-bandgap and $y$-passband coverage rising from 62.90% (20 Hz-5 kHz) to 93.53% (15-20 kHz).
- Acoustic pressure-response simulations of a 3-by-3 metamaterial made from the optimal Nevious-Nevious cell confirm that attenuation regions align with the predicted bandgaps for actuation along $x$ and along $y$.
- Because bandgap data are stored in normalized form and converted by a one-line scaling relation, the same 978 normalized designs cover every cell-size choice without additional finite-element solves.
Reading between the lines
- The normalized bandgap database could be reused for other $C_1$ sets or other objectives (for example, requiring bandgaps in both directions at different frequencies), making follow-up optimizations nearly free once the database exists.
- Because the directionality is embedded in the unit cell, rotating or stacking optimal cells could produce more complex routing networks, such as turning a wave from $x$ to $y$, without external channel structures.
- A direct experimental check should also probe the scaling assumption: measuring the optimal Nevious-Nevious cell in an impedance tube would reveal whether viscous and thermal boundary-layer losses shift the band edges in the narrow cavities, which the paper does not test.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proposes hybrid TPMS-based acoustic metamaterial unit cells, each formed by two subunit cells of the same TPMS family with different relative densities and size ratio. For the case C2/C1 < 1, the second subunit cells are isolated along the y-periodicity by rigid barriers, which the authors argue produces bandgap-rich behavior along the x-periodicity and passband-rich behavior along the y-periodicity. Bandgaps and passbands are computed with an FE-Bloch method (Eqs. 2-4), stored in normalized form via f = n c / C1 (Eq. 5), and converted to 392,178 actual designs by sweeping 401 values of C1. An exhaustive search maximizes the objective function O.F. = min[B.Cx, P.Cy] (Eq. 6) for four audible frequency ranges. Optimal designs are reported for Nevious-Nevious, Gyroid-Gyroid, and Diamond-Diamond families, with objective-function values from 62.90% to 93.53%. A finite-structure acoustic pressure response (APR) simulation of a 3x3 array of the low-frequency optimal Nevious-Nevious design is used to cross-check the predicted bandgaps under two actuation scenarios.
Significance. If the reported coverage values are meaningful, the paper offers a computationally efficient way to design anisotropic acoustic metamaterials with strongly direction-dependent bandgaps and passbands, which is a useful step toward directional waveguiding devices. The exhaustive-search methodology over nearly four hundred thousand designs is a strength, as is the finite-structure APR check that at least confirms attenuation in predicted bandgap regions. The main caveat is that the central claim of 'passband-rich' behavior along y rests on a spectral classification that may count non-transmissive localized modes as passbands; the APR verification does not currently demonstrate energy transmission in the passbands. This needs to be addressed before the quantitative coverage claims can be accepted.
major comments (3)
- [2.2, 2.3, Eq. (6), Table 2] The objective function and the reported coverage values count any frequency covered by a Bloch eigenfrequency along Gamma-Y as a passband. For the C2/C1 < 1 scenario, Section 2.2 states that the second subunit cells are isolated along y by rigid barriers (Figures 3-B and 4). The eigenmodes of these isolated cavities are standing-wave modes with near-zero group velocity; they appear as flat bands in the Gamma-Y band structure but do not transmit acoustic energy. Including them in P.Cy inflates the objective function, and the flagship low-frequency Nevious-Nevious optimal design (C2/C1 = 0.7, O.F. = 62.90%) may be optimal only under this classification. The paper needs to demonstrate that the frequencies counted as passbands along y actually support energy transport, for example by computing group velocities and excluding flat bands, or by direct transmission simulation through a finite array.
- [3.2, Figure 14] The APR verification in Section 3.2 only checks that attenuation regions in the finite-structure response coincide with the predicted bandgaps; it does not verify that the reported passband frequencies transmit along the y-periodicity. In particular, for Actuation Scenario II, the response at sensing location Y could be dominated by cavity resonances rather than by a propagating wave through the first-subunit pathway. The authors should quantify transmission in passband regions, e.g., by computing a transmission coefficient or by comparing the transmitted SPL with a reference empty waveguide, for both actuation scenarios. Without this, the claim that the hybrid metamaterial 'directs waves along both periodicities' is not fully supported.
- [2.4, Eq. (5)] The conversion of all 978 normalized designs into 392,178 actual designs assumes that the eigenfrequency scaling f = n c / C1 is exact for every combination of rho1*, rho2*, and C2/C1 across the full C1 range of 10-50 mm. This is valid only if the generated air geometry scales uniformly with C1. Since the unit cell geometry is built from curve-fitted relative-density functions (Section 2.1), it is not obvious that the geometry, wall thicknesses, and subunit-cell connection faces scale exactly. The 20x boundary-layer filter is a necessary but not sufficient check. The authors should spot-check a few normalized designs by running direct FE-Bloch simulations at multiple C1 values and comparing the resulting bandgap edges with the scaled predictions, especially for small C1 where thin-wall and meshing issues are most likely.
minor comments (4)
- [2.3, Eqs. (3.1)-(3.2)] The Bloch phase factors are written with opposite signs in Eqs. (3.1) and (3.2). This may be a convention choice, but it should be justified or made consistent to avoid confusion.
- [2.2, Figure 3] The term 'semi-periodic pattern' for the x-axis is not defined; the description of the first and second design scenarios would be clearer if the periodicity along each axis were stated explicitly for both C2/C1 = 1 and C2/C1 < 1.
- [3.1, Table 2 and Figure 12] The text says the anisotropic effect becomes more pronounced at higher frequency ranges and cites the Diamond-Diamond design with C2/C1 = 1 as the best example; however, for C2/C1 = 1 the two subunit cells are connected along y, which is the less anisotropic scenario. The discussion should clarify why this design is nonetheless classified as anisotropic.
- [Data Availability] The data availability statement says data are available from the corresponding author upon reasonable request. Given that the paper reports a search over 392,178 designs, providing the design-generation scripts or at least the bandgap data for all normalized designs would substantially improve reproducibility.
Circularity Check
No significant circularity: exhaustive search over FE-Bloch spectra with exact uniform-scaling conversion; APR is an independent cross-check.
full rationale
The paper's derivation chain is a direct exhaustive search: normalized eigenfrequencies are computed by FE-Bloch for 978 geometries; actual frequencies are obtained by the uniform-scaling relation f = n c / C1 (Eq. 5), which is an exact identity for the lossless Helmholtz eigenproblem under proportional scaling, not a fitted constant. The objective function (Eq. 6) is the optimization target itself, not a prediction derived from inputs. The APR finite-structure simulation (Section 3.2) is an independent cross-check that does not feed back into the search. Self-citations to [21,22,38] provide curve-fitted relative-density functions and the boundary-layer filter; these are geometric/physical inputs from prior work, not the bandgap/passband result, and are not used to define the target quantities. The definition of passbands as eigenfrequency coverage along the Gamma-Y path is a modeling convention; any concern that isolated-cavity modes inflate passband counts is a physical validity limitation, not a circular derivation. No step reduces by construction to its own inputs, and no fitted parameter is renamed as a prediction. Therefore, no circularity is identified.
Assumptions & free parameters
free parameters (2)
- TPMS relative-density curve-fit coefficients =
not reported (inherited from Refs [22,38])
- Cavity-to-entropy-boundary-layer ratio threshold =
20
assumptions (5)
- domain assumption The impedance mismatch between solid TPMS walls and air is large enough that sound propagates only in the air domain, with rigid boundary conditions at solid-air interfaces.
- standard math Bloch periodic boundary conditions on a single unit cell represent an infinite periodic metamaterial.
- domain assumption Normalized eigenfrequencies scale exactly as f = n c / C1 when the unit cell is uniformly scaled.
- domain assumption Curve-fitted relative-density relations from Refs [22,38] remain accurate for the hybrid two-TPMS geometry.
- domain assumption Bandgaps along the Gamma-X and Gamma-Y paths are sufficient to characterize directional waveguiding behavior.
Cite this review
Pith. "Pith review of Hybrid TPMS-based Designs for Anisotropic Acoustic Metamaterials: Numerical Simulation and Topology Optimization." pith.science (2026). https://pith.science/paper/MOUXPVIQ
@misc{pith2026250604378,
author = {Pith},
title = {Pith review of: Hybrid TPMS-based Designs for Anisotropic Acoustic Metamaterials: Numerical Simulation and Topology Optimization},
year = {2026},
howpublished = {\url{https://pith.science/paper/MOUXPVIQ}},
note = {Machine review of arXiv:2506.04378}
}
read the original abstract
Anisotropic acoustic metamaterials have received significant scholarly attention in recent years due to their capacity to manipulate wave propagation across various directions. This property is integral to applications involving directional wave guiding. Nonetheless, previously proposed anisotropic acoustic metamaterials exhibited commonalities in bandgaps along x and y periodicities, limiting their efficacy for such applications. Therefore, this work introduces hybrid Triply Periodic Minimal Surfaces (TPMSs)-based anisotropic acoustic metamaterials that manifest abundant bandgap and passband characteristics along the x and y periodicities. Four design families were considered: Primitive-Primitive sheet-based, Gyroid-Gyroid sheet-based, Diamond-Diamond sheet-based, and Nevious-Nevious sheet-based. A computationally efficient exhaustive search was employed to identify optimal hybrid metamaterial designs for various desired audible frequency ranges (i.e., ranging from 20 Hz to 20 kHz). In total, 392,178 designs were assessed in this search. The optimal designs demonstrated pronounced bandgap and passband characteristics across both periodicities, thereby positioning them as promising candidates for directional wave guiding applications. For instance, the optimal Nevious-Nevious sheet-based unit cell design achieved a minimum coverage of 62.90% for bandgaps and passbands within the frequency range of 20 Hz to 5 kHz. Following the identification of optimal unit cell designs, the acoustic pressure responses of hybrid anisotropic acoustic metamaterials, constructed from repeated optimal unit cells, were computed. This involved considering two actuation scenarios, which pertain to exciting the system along both x and y periodicities, revealing responses in alignment with optimized band characteristics.
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Reviewed August 7, 2026 · model on record in the stance chip above.
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