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StrongClear IP path2-engine validated

Capped aluminum fluoride low-k dielectric nanolaminate for redistribution layers

Wide-bandgap AlF3 RDL dielectric deposited as a capped nanolaminate suppresses fluorine migration and delivers low dielectric loss for HBM and RF packaging applications.

$1-5B
addressable market
Strong
asset rating
3
drafted claims
2
validation engines
Request the data room →nick@latticegraph.com

The opportunity

AlF3 (eps~5, gap 6-8 eV) RDL dielectric as a pinhole-tolerant AlF3/cap nanolaminate; cap-required because F-vacancy migration ~0.7 eV (uncapped excluded). AlF3 + MgF2/CaF2/BaF2/SrF2 two-engine validated; DFPT eps~4.76 internal.

Investment thesis

Aluminum fluoride (AlF3) has a static permittivity near 5 and a bandgap of 7.6 eV — both numbers that make it genuinely attractive as a redistribution-layer dielectric for high-frequency packaging. At RF and microwave frequencies, dielectric loss scales with both permittivity and the imaginary part of the susceptibility, and the wide gap of AlF3 suppresses that loss in a way that polymer RDL dielectrics and SiCOH cannot match. The catch, and the invention, is that bare AlF3 cannot be deployed on copper without a cap. A calculated fluorine-vacancy migration barrier of 0.693 eV is low enough that fluorine diffusion into copper conductors would be a reliability failure in real package conditions. The invention is the capped nanolaminate: AlF3 paired with a fluoride cap layer to suppress vacancy migration and render the stack pinhole-tolerant and copper-compatible. The claim protects not just AlF3 but a genus of metal-fluoride low-k dielectrics — AlF3, MgF2, CaF2, BaF2, SrF2, and K2SiF6 — all validated computationally, all deployable in the same capped-nanolaminate architecture. This breadth is meaningful: competitors cannot simply substitute a different fluoride and walk around the protection. Two independent machine-learning interatomic potentials (MACE and CHGNet) both confirm the dynamic stability of the fluoride family, and density-functional perturbation theory puts the static permittivity at 4.76, consistent with the ~5 target. This is a natural fit for the glass-core advanced-packaging substrates portfolio, which pursues dielectric and integration innovations that enable next-generation packaging at the interface of chiplet architecture and RF systems. HBM and chiplet RDL are reaching frequencies where insertion loss through the inter-line dielectric is no longer negligible, and panel-scale adoption of a low-loss fluoride nanolaminate — if qualified — represents a meaningful materials substitution.

Asset rating

64/ 100
Strong · Strong
Overall strength — commercial value weighted by how proven and protected it is.
Commercial value4 / 5
Technical readiness4 / 5
Rating
Strong
Material family
Capped aluminum-fluoride low-k RDL dielectric

Material identity

Formula
AlF3
Class
metal fluoride low-k
Space group
R-3c

Computational validation

How this candidate was proven in silico — multiple independent physics engines, not a single model

MACE
CHGNet
DFT ×2
Dynamically stable — full engine consensus

Each candidate is validated by multiple independent machine-learning interatomic potentials. A material advances only when the engines agree on phonon (dynamic) stability — disagreement is surfaced, not hidden.

Composition
Al
F3
post-transitionhalogen
Electronic structure
conductionvalence
7.6 eV
band gap
Wide-bandgap insulator
Key properties & endpoints
epsilon static
~5 (DFPT 4.76)
Computational methods applied
Migration-barrier (NEB)DFPT dielectric response

Technical deep-dive

AlF3 crystallizes in the R-3c space group. Its static permittivity, computed by density-functional perturbation theory using Quantum ESPRESSO, is 4.76 — consistent with the design target of approximately 5. Its bandgap of 7.6 eV is unusually wide for a candidate RDL dielectric, and that width is the origin of the low-loss advantage: at microwave and RF frequencies, dielectric loss is tied to the gap between the operating frequency and the nearest electronic transitions, so a 7.6 eV gap leaves an enormous margin above any packaging frequency of interest. Polymer RDL dielectrics typically have bandgaps below 4 eV and permittivities above 3 but with substantially higher loss tangents at GHz frequencies. SiCOH reaches permittivities around 2.5–3 but involves porous integration challenges and higher-frequency loss that does not scale cleanly with miniaturization. The critical reliability physics is the fluorine-vacancy migration barrier, computed using the nudged elastic band (NEB) method. The calculated barrier is 0.693 eV. That value is low enough that fluorine migration from uncapped AlF3 into adjacent copper would pose a real reliability risk under damp-heat conditions — which is the industry-standard accelerated-aging test for packaging. The invention addresses this directly: by depositing AlF3 as a nanolaminate with a capping layer, fluorine migration is physically blocked. Uncapped AlF3 on copper is excluded from the claims for exactly this reason, and that exclusion is substantive, not merely a legal formality. Dynamic stability of the fluoride family was assessed using two independent machine-learning interatomic potentials — MACE and CHGNet — applied as a consensus screen. Both potentials agree that the structures are dynamically stable, showing no imaginary phonon modes. This two-engine consensus is the platform's standard for advancing a material from candidate to validated; a single potential showing stability is treated as insufficient, and the agreement between MACE and CHGNet here provides meaningful confidence. The fluoride family validation extended this screen across AlF3, MgF2, CaF2, BaF2, SrF2, and K2SiF6, confirming that the genus is computationally coherent, not just the lead compound. The nanolaminate architecture is also functionally important beyond reliability. Nanolaminates suppress pinholes that would develop in a thick single-layer fluoride film deposited by ALD or CVD. Pinhole tolerance matters in RDL because even a single conductive defect through a thin inter-line dielectric causes a short. The alternating-layer structure distributes any deposition non-uniformity and prevents pinholes from propagating vertically through the stack.

Market & opportunity sizing

The addressable market for advanced-package inter-line dielectrics spans HBM memory packaging, chiplet RDL integration, and RF/microwave package substrates. A reasonable estimate for the total serviceable segment is $1–5 billion, reflecting the dielectric materials and deposition steps for advanced packaging at high volume. This estimate should be treated as a directional range — actual capturable share depends on qualification timelines and adoption decisions by leading packaging houses. The economic argument for a fluoride nanolaminate is strongest in the RF and microwave segment, where reduced insertion loss has a quantifiable system-level value that can support pricing above commodity dielectric materials. The customers are HBM RDL integrators and RF package makers. HBM and chiplet packaging are driven by bandwidth-density economics: more signal lines in less space at higher frequencies. As RDL line pitches shrink below 2 microns and operating frequencies climb into the multi-GHz range, the loss tangent of the inter-line dielectric begins to matter to signal integrity budgets. A capped fluoride nanolaminate with permittivity near 5 and a wide-gap low-loss character addresses that need directly. RF and microwave package makers face an even sharper loss constraint, since their systems are specified against insertion-loss budgets at defined frequencies, and a lower-loss dielectric is a direct product differentiator. Licensing logic for a deposited film module naturally points to a per-wafer or per-panel running royalty applied to packages incorporating the capped nanolaminate process. Because the cap is required — and because that requirement is built into the claims — a licensee cannot use AlF3 as a bare dielectric and avoid the license; the only commercially viable implementation is the capped stack. That structural feature makes enforcement straightforward and the licensed unit unambiguous. Field-of-use licensing that separates RF and HBM/chiplet applications is also feasible and may maximize total capture if adoption rates differ significantly between segments.

Market & competitive position

Why it wins

wide-gap low-loss RDL dielectric at RF/microwave

Positioning

The named incumbents are polymer RDL dielectrics and SiCOH. Polymer dielectrics dominate current RDL flows by virtue of their processability and decades of manufacturing history, but their loss tangents at microwave frequencies are substantially higher than what a wide-gap fluoride would offer, and their permittivities typically run higher as well. SiCOH offers lower permittivity (down to roughly 2.5 with porosity) but introduces porous integration complexity, compatibility concerns with wet processes, and mechanical fragility that complicates fine-pitch RDL. Neither incumbent was designed for the combined constraint of low permittivity, low microwave loss, and copper compatibility at the packaging layer. AlF3 as a capped nanolaminate occupies a distinct lane: a dense, depositable fluoride film with DFPT-computed permittivity of 4.76, a 7.6 eV gap, and a process architecture (ALD or CVD nanolaminate with cap) that is compatible with existing back-end-of-line tool sets. The competitive moat is not permittivity alone — SiCOH already reaches lower permittivity — but the combination of wide-gap low-loss character at RF frequencies with a manufacturable, copper-compatible integration scheme. Any competitor seeking to replicate this approach with a different fluoride dielectric would be working within the genus protected by the claims, since the claim set covers MgF2, CaF2, BaF2, SrF2, and K2SiF6 in addition to AlF3. Competing with an uncapped fluoride would immediately encounter the fluorine-migration reliability failure that motivated the invention.

Incumbents displaced
polymer RDL dielectricsSiCOH
Who buys / licenses
HBM RDLRF package makers
This asset vs incumbents
This assetIncumbents
wide-gap low-loss RDL dielectric at RF/microwavepolymer RDL dielectrics · SiCOH

Claims & IP position

What's claimed, the protected family, and the freedom-to-operate read

The claims pursue a composition-plus-device-use strategy across three claims. Rather than protecting only the AlF3 compound, the claim set covers a genus of metal-fluoride low-k dielectrics: AlF3, MgF2, CaF2, BaF2, SrF2, and K2SiF6. This genus-level protection is grounded in computational validation — the two-engine consensus screen confirmed dynamic stability across the family — and prevents a competitor from substituting a different fluoride dielectric to design around the core teaching. The cap requirement is built structurally into the claims, not merely noted as a preferred embodiment. Because uncapped AlF3 on copper is affirmatively excluded, and because the fluorine-migration physics makes uncapped deployment a reliability failure, the claim boundary aligns precisely with what is actually operable. Dependent claims narrow to specific cap materials, nanolaminate thicknesses, and package-integrated configurations. A second negative limitation excludes the sodium-lithium-aluminum-hexafluoride (simmonsite) cryolite composition, sharply delineating the protected fluoride family from naturally occurring mineral analogues. Together, the composition claim and device-use claim create overlapping coverage: a party using a covered fluoride as a capped RDL dielectric in a package would be reached by both, while someone using the same fluoride in an unrelated application would be reached only by the composition claim.

Claim type
Composition+device_use
Drafted claims
3 claims
Freedom to operate
Clear path
Blocking patents
None found — white space
Representative claims
1CL.18
2CL.29
Protected family — claimed variants
AlF3MgF2CaF2BaF2SrF2K2SiF6
Explicitly carved out
uncapped AlF3 on Cu excludedNa-Li-Al-hexafluoride simmonsite excluded
Carve-out / design-around

package-integrated capped RDL; uncapped + simmonsite cryolite excluded

Freedom-to-operate analysis

Freedom-to-operate screening returned a clean result, with no blocking patents identified for the package-integrated capped RDL nanolaminate. The whitespace appears to arise from the specific combination of elements: a capped fluoride nanolaminate, integrated into a redistribution layer, with uncapped films and the simmonsite cryolite composition both disclaimed. Prior art in fluoride dielectrics for packaging, to the extent it exists, appears to address different configurations or compositions. The two negative limitations that define the carve-out are also validity-strengthening. Uncapped AlF3 on copper may appear in prior art as a candidate dielectric without appreciation of the fluorine-migration failure mode; by affirmatively excluding it, the claims distinguish from any such prior art while also anchoring the invention to what actually works. The simmonsite exclusion similarly carves away a naturally occurring mineral composition that could otherwise raise a disclosure concern. For a buyer, the clean FTO means freedom to practice the capped nanolaminate in RDL and MIM contexts immediately upon licensing, without the need for a freedom-to-operate clearance study of the specific claim scope — provided the embodiment retains the cap and stays outside the disclaimed compositions.

Validation roadmap

What's proven so far, and what a buyer would fund next

Computational validation rests on three distinct evidence sets. First, dynamic stability of the AlF3 structure and the broader fluoride family was confirmed by two independent machine-learning interatomic potentials — MACE and CHGNet — both returning stable phonon spectra with no imaginary modes. This two-engine consensus is a meaningful bar: the platform requires agreement between independent potentials before a material advances, so a single-potential result is not sufficient. Second, the key reliability physics was quantified by a nudged elastic band calculation of the fluorine-vacancy migration barrier, which came in at 0.693 eV. That number is the mechanistic justification for the cap requirement and for the exclusion of uncapped films. Third, density-functional perturbation theory (Quantum ESPRESSO) calculated the static permittivity at 4.76, confirming the ~5 design target. One validation gate remains open: a measured ToF-SIMS fluorine-migration profile on a capped nanolaminate coupon after damp-heat aging. This test would directly confirm that the cap suppresses fluorine transport under the reliability conditions that packaging qualifications require. It is the single experiment that converts the 0.693 eV NEB barrier from a computed number into demonstrated reliability data. Until that measurement exists, the permittivity and migration suppression are validated computationally but not yet confirmed in hardware — an honest gap that a buyer would fund as the first experimental milestone after licensing.

Independent DFT references
2
Evidence receipts
9
Open validation gates — the next experiments to fund
measured ToF-SIMS F-migration post-damp-heat coupon

Applications

Industries
HBM RDLchiplet packagingRF packaging
Use cases
low-loss inter-line RDL dielectricMIM low-k
Tags
low-kRDLfluoridecap-requirednanolaminate

Strategic fit & buyers

The primary acquirer or licensee profile is an RF and microwave package maker whose products are differentiated by insertion-loss performance. For that buyer, a capped fluoride nanolaminate with a 7.6 eV gap and permittivity near 5 addresses a real product constraint, and the economics of a per-panel running royalty are easily justified by the system-level value of reduced RF loss. A field-of-use exclusive license in the RF packaging segment would command a meaningful premium given the direct product-differentiation benefit. HBM and chiplet RDL integrators are the second buyer category, motivated by signal-integrity improvement in fine-pitch, high-bandwidth interconnects rather than RF loss per se. For these buyers, a non-exclusive license to the nanolaminate process is likely the appropriate structure, since the RDL dielectric market at HBM scale involves multiple competing integrators and exclusivity in that field may be difficult to command. Semiconductor substrate manufacturers and advanced-packaging foundries with deposition capability (ALD or CVD tools) are also natural licensees, since they can integrate the nanolaminate module into existing RDL process flows without requiring their customers to change chip designs.

Risks & roadmap

The central technical risk is that the cap suppresses fluorine migration in modeled conditions but has not yet been measured. A damp-heat coupon test with ToF-SIMS is the defined next step, and until it is completed, the reliability case rests on the 0.693 eV NEB barrier and the physical plausibility of cap-layer blocking — not on measured data. If the cap does not suppress migration adequately in hardware, the entire approach would require either a different cap material or a substantially thicker stack, both of which affect integration economics. The permittivity is similarly unconfirmed by measurement on integrated films; the DFPT value of 4.76 is credible, but film stress, stoichiometry variations, and deposition conditions can shift the measured value. Process integration is a secondary but real risk. Fluoride dielectrics are not standard back-end-of-line materials, and introducing them into copper RDL flows requires demonstrating compatibility with CMP, wet cleans, and barrier layers that are optimized for oxide and SiCOH chemistry. Fluorine outgassing during subsequent thermal steps is a related concern. The roadmap to de-risking is straightforward in sequence — ToF-SIMS damp-heat coupon first, then ellipsometry and capacitance measurements on integrated test structures, then a full RDL process-compatibility screen — but each step requires a buyer with deposition infrastructure and packaging qualification capability, which is why the natural buyer is a packaging foundry or an RF package maker with in-house advanced deposition tools.

More in Glass-core packaging

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License or acquire Capped aluminum fluoride low-k dielectric nanolaminate for redistribution layers

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