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TIM performance in AI server modules: patent strategies

Thermal Interface Material Performance in AI Server Modules — PatSnap Insights
Thermal Management

As AI server dies push past 600 W, conventional polymer TIMs are no longer sufficient. Patent analysis across Intel, Google, Tesla, IBM, and Laird reveals a decisive shift toward heterogeneous TIM architectures, solder bonds, and self-healing formulations that collectively slash junction-to-spreader thermal resistance — and protect fragile dies in the process.

PatSnap Insights Team Innovation Intelligence Analysts 10 min read
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Reviewed by the PatSnap Insights editorial team ·

From Polymer Pads to Liquid Metal and Solder Bonds: The TIM Conductivity Gap

Conventional polymer-based TIMs deliver thermal conductivities of only 3–6 W/(m·K) — a bottleneck that becomes unacceptable as die power densities rise toward and beyond 600 W in GPU-class AI accelerators. Intel’s patent data quantifies the consequence directly: a single low-conductivity TIM layer (below 3 W/m·K) produces approximately 10°C of temperature drop in an OAM-compatible 600 W GPU module. At that scale, each degree matters for silicon reliability and sustained boost clock performance.

600 W+
GPU-class AI accelerator power density
~10°C
Temperature drop across a single low-k TIM layer (<3 W/m·K)
0.01–0.025
°C·cm²/W — liquid metal TIM thermal resistance
~20°C
Hotspot reduction via die backside topography engineering (IBM)

Liquid metal TIMs represent a step-change in conductivity. As demonstrated in a 2021 US patent by Arrington/Kyle Jordan, liquid metal TIMs achieve thermal resistance values of R_TIM ≈ 0.01–0.025 °C·cm²/W — several times lower than polymer alternatives. The application method matters: a pre-soaked open-cell polyurethane foam applicator controls the volume dispensed on SoC packages, ensuring consistent coverage. However, liquid metals present containment and galvanic corrosion risks on bare aluminium or copper spreader surfaces, making controlled application essential.

Liquid metal TIMs achieve thermal resistance values of R_TIM ≈ 0.01–0.025 °C·cm²/W, which is several times lower than conventional polymer-based TIMs that deliver thermal conductivities of only 3–6 W/(m·K).

Solder-based TIM bonding offers a permanent, low-resistance interface suited to AI server modules where field serviceability is less critical than thermal performance. Tesla’s 2024 patent describes a two-step reflow process that solders the heat spreader to the IC die using a TIM with a melting temperature lower than the primary BGA solder — preventing re-flow damage to board-level interconnects. The architecture explicitly positions the TIM thermal bottleneck as far from the silicon die as possible, then uses a secondary TIM between the spreader and cold plate to manage the remaining thermal path.

Figure 1 — Thermal conductivity comparison: TIM material approaches for AI server power dies
Thermal conductivity comparison of TIM approaches for AI server power dies 0 20 40 60 80 W/(m·K) 3–6 Polymer TIM Pad ~30 LM Emulsion (Arika) ~50 Liquid Metal TIM ~70 Solder Bond (Tesla/IBM) Polymer LM Emulsion Liquid Metal Solder Bond
Indicative thermal conductivity ranges for TIM approaches discussed in the patent corpus. Solder and liquid metal bonds eliminate polymer thermal resistance from the primary die-to-spreader path. Values are representative of patent disclosures and published material data; actual performance depends on bond-line thickness and interface quality.

A novel self-pressurizing TIM architecture was disclosed by Koninklijke Philips N.V. in 2017, where a shrinkable material embedded in the TIM layer expands upon thermal activation from the die itself, increasing contact pressure on both mating surfaces without any external clamping mechanism. This self-generating pressure eliminates the need for spring-loaded retention hardware and provides conformal contact with rough or curved surfaces — a meaningful advantage in large-format AI processor packages prone to warpage.

Intel has also patented a composite TIM structure using embedded heat-transfer columns, where metal pillars forming silicon-metal alloy bonds with the die backside are encapsulated within the TIM adhesive layer. The pillars bypass the polymer thermal resistance entirely for the dominant heat flux path, while diamond, graphene, or carbon nanotube fillers in the surrounding TIM matrix provide supplemental conductivity. This approach, disclosed in a 2023 patent from Changdian Integrated Circuit, represents a hybrid strategy that captures the mechanical compliance of polymer TIM while approaching the thermal performance of metal bonding.

Bond-Line Thickness (BLT) defined

Bond-line thickness is the final compressed thickness of the TIM layer between the die and heat spreader after assembly. Thinner BLT means lower thermal resistance, but requires precise control to avoid voiding, squeeze-out, or die damage. Arika Incorporated’s rigid-particle liquid metal emulsion technology controls BLT to 90–110% of spacer particle diameter after compression — eliminating the variability that causes thermal resistance scatter across a production population.

Heterogeneous TIM Architectures for Mixed-Power-Density Multi-Die Packages

AI accelerator modules require TIM architectures that apply different thermal and mechanical properties to different areas of the same package lid — because a single TIM material cannot simultaneously optimise thermal performance for a high-power ASIC die and mechanical compliance for fragile High Bandwidth Memory (HBM) stacks. Google has been the most prolific filer in this domain, defining heterogeneous TIM (HTIM) architectures in both US and EP patent families published in 2026.

Google’s heterogeneous TIM patents demonstrate that a single TIM material cannot simultaneously optimise thermal performance for a ~400 W ASIC die and mechanical compliance for fragile HBM stacks in the same package lid — requiring zone-differentiated first and second TIM layers with distinct conductivity and modulus properties.

In Google’s HTIM architecture, a first TIM with high thermal conductivity and low modulus of elasticity — capable of reflow — overlies the high-power chip. A second polymer-based TIM with higher modulus and lower conductivity overlies the low-power chip. The second TIM acts as a containment barrier preventing reflow of the first TIM onto adjacent components while also mechanically decoupling the higher-compliance zone from the rigid zone. This dual-material strategy addresses both the thermal performance requirement and the assembly reliability requirement within a single lid structure.

“A single TIM material cannot simultaneously optimise thermal performance for a ~400 W ASIC die and mechanical compliance for fragile HBM stacks in the same package lid.”

Google further complements the HTIM approach with Thermoelectric Cooler (TEC) elements for targeted spot cooling in 2.5D/3D packages, as described in a 2019 Google patent. The TEC footprint is aligned with heat-sensitive HBM dies to selectively lower their local temperature while a passive cold plate handles the higher-power ASIC die. The TIM in this architecture must accommodate both active TEC and passive cooling regions within the same package lid — a further argument for zone-differentiated TIM design.

IBM’s hybrid TIM solution, disclosed in a 2021 US patent, selectively metallises the die backside at identified hotspot locations and places a higher-performance TIM only in those metallised zones. A lower-performance dispensable TIM fills the surrounding region under the lid. This approach concentrates expensive high-conductivity TIM material at the thermal bottleneck while controlling cost and preventing pump-out of the low-viscosity high-performance material from the critical zone.

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Intel addresses the mechanical challenge of multi-die height variation in multi-chip packages through a “smart IHS” lid with a cavity that accepts an independent IHS block above each die. An intermediate TIM layer fills the gap between the IHS block and the lid cavity, allowing each die’s z-height to be accommodated independently without increasing the aggregate BLT across the die surface — the fundamental flaw in conventional single-lid designs. Intel’s solderable thermal interface structures for multi-chip packages extend this further, using variable metallisation thickness on die backsides and spreader undersides to enable solder-array thermal interconnects that accommodate die-to-die thickness variation without excessive TIM thickness at any die.

Figure 2 — Heterogeneous TIM zoning: key innovation dimensions across patent filers
Heterogeneous TIM innovation dimensions by key patent filer in AI server thermal management 0 1 2 3 4 Patent families 4 Google 4 Intel 4 IBM 4 Laird 2 Tesla Distinct patent families cited in the source patent corpus per organisation. Google, Intel, IBM and Laird each have 4+ cited families.
Patent family counts per organisation as cited in the source corpus. Google, Intel, IBM, and Laird each contribute four or more distinct cited patent families covering TIM architectures, materials, and application systems for AI server thermal management.

IBM’s 2019 two-layer TIM stack patent explicitly targets 300 W GPU assemblies in 2.5D/3D silicon-on-silicon organic laminate configurations, where warpage after BGA board mounting creates non-planar die surfaces requiring multi-layer TIM accommodation. The multi-layer approach distributes the compliance requirement across two TIM layers rather than demanding a single material to meet both planarity correction and thermal performance targets simultaneously.

IBM’s die backside topography engineering patent describes patterning raised features on the die backside aligned to hotspot regions, locally thinning the TIM at those coordinates and reducing junction-to-spreader thermal resistance by up to approximately 20°C at the hotspot compared to a flat die surface.

Mechanical Loading, Application Systems, and Assembly Integration: Protecting the Die

TIM performance in AI server modules depends as much on how the material is applied, compressed, and retained as on the material’s intrinsic conductivity. Excessive or uneven clamping pressure causes die cracking or BGA solder joint fatigue; insufficient pressure results in voiding and high thermal resistance. Tesla’s 2024 patent explicitly identifies the risk: over-tightening or uneven tightening of cold plate fasteners can crack the die or induce early failure through stress. The solder-bonded heat spreader architecture resolves this by enabling the high-pressure TIM assembly step to be performed on the more robust spreader rather than the fragile bare die.

Intel’s 2009 heat sink assembly patent employs a TIM spring within the backplate assembly that provides upward pressure to uniformly distribute TIM between the processor and heat sink, supporting large-mass heat sinks without concentrating load on the die. The spring mechanism distributes load to the PCB backplate rather than directly to the die. Intel’s 2024 remote mechanical attachment patent extends this concept for TIM formulations that do not require permanent clamping force to maintain low thermal resistance — enabling retention hardware to be moved to a remote PCB location that does not consume signal routing area near the die.

Laird Technologies has filed multiple patents on TIM application systems. A 2021 patent describes a die-based system for precisely pushing or removing a defined portion of TIM from a supply onto target components in a controlled manner. The companion 2024 Laird/Tianjin patent addresses application to integrated heat spreaders, CPU lids, and heat sinks in the context of TIM1 (die-to-IHS) and TIM2 (IHS-to-heat sink) layer placements. These application system patents reflect a recognition that even the best TIM material delivers poor results if applied inconsistently at production scale.

Key finding: TIM pump-out is a multi-year reliability risk

Under thermal cycling, repeated die expansion and contraction gradually squeeze TIM out of the interface, increasing thermal resistance over time. Laird’s thermoplastic TIM re-softens under operating temperature, allowing it to re-wet the interface and restore the thermal connection even after partial delamination. Philips’ self-pressurizing shrinkable TIM independently generates contact pressure from die heat — both mechanisms are critical for AI server modules subjected to thousands of power cycles over their operating lifetimes.

Arika Incorporated’s liquid-metal emulsion TIM technology, patented in 2022 and extended in 2024, disperses liquid metal droplets in an uncured polymer emulsion. Upon compression, the droplets deform and coalesce, forming percolating conductive networks. In the rigid-particle variant, hard spacer particles — for example, ceramic — control the final bond-line thickness to within 90–110% of their average diameter, preventing squeeze-out and ensuring repeatable, thin BLT after assembly compression and polymer cure. This controlled BLT is critical for eliminating thermal resistance variability across a production population of AI server modules, as described in standards frameworks published by organisations such as JEDEC.

Intel’s 2018 and 2023 PCB-level TIM supply system patents describe a heat pipe-integrated heater block that uniformly heats the TIM during PCB assembly to achieve controlled, uniform TIM spreading across the heat spreader/PCB interface — addressing the common problem of cold TIM application resulting in voids and non-uniform bond lines under large-area multi-die server processor packages. IBM’s 2025 Japanese patent extends TIM delivery to pluggable hardware modules by integrating a fluid TIM reservoir directly into the socket assembly, with dispensing ports that automatically deliver TIM into the void between module and socket upon plug-in — eliminating manual TIM application for hot-swappable AI server accelerator modules.

IBM’s 2007 reworkable heat sink patent introduced a solder release layer concept that allows high-performance TIM-bonded heat sinks to be removed by selective local reflow of a low-melting release solder, without damaging the higher-melting structural solders in the module. This enables rework and module-level repair while retaining high-performance TIM bonding for normal operation — a balance that is increasingly relevant as AI accelerator modules become more expensive and field-replaceable in hyperscale data centres, as tracked by organisations including IEEE in its electronics packaging standards.

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Google’s structural work on CTE-engineered stiffener elements demonstrates a further mechanical dimension: the stiffener’s coefficient of thermal expansion (CTE) is deliberately set higher than the heat distribution device’s CTE. This CTE mismatch controls warpage during thermal cycling such that the TIM interface remains under compressive contact rather than tensile stress — preventing delamination and pump-out. These patents also advocate for ultra-high-k TIM materials including nano-silver and indium for direct die-to-cold plate bonding, with direct solder bonding as an explicit implementation example. The WIPO patent database confirms that Google’s filings in this area span US, EP, CN, and TW jurisdictions, reflecting the global competitive importance of this technology.

Key Players and the Direction of TIM Innovation for AI Server Modules

The patent dataset reveals a clearly defined set of organisations dominating TIM innovation for power die-to-heat spreader interfaces, each with a distinct strategic focus. Understanding their approaches provides a map of where the technology is heading — and which combinations of strategies are most likely to define AI server thermal design in the next generation of hardware.

Google LLC is the most active recent filer in heterogeneous and advanced TIM architectures for multi-die AI chip packages, with at least four distinct patent families covering HTIM zoning, CTE-engineered stiffener systems for TIM reliability, TEC hybrid cooling with TIM, and methods for chip assembly thermal management using high-k and ultra-high-k TIM materials including nano-silver and indium.

Intel Corporation has the broadest portfolio depth, spanning mechanical retention systems, multi-IHS lid architectures, solderable thermal interface structures for multi-chip packages, and PCB-level TIM supply systems. Intel’s approach reflects the full system integration challenge: not just the TIM material itself, but the mechanical and process infrastructure required to deploy it reliably at scale.

Tesla Inc. has filed a distinctive solder-bonded direct die-to-spreader architecture targeted at AI compute hardware, treating TIM as a thermal bottleneck to be eliminated from the die-to-spreader interface by using a permanent solder bond instead. This approach is validated in both CN (2024) and JP (2025) jurisdictions, indicating active international IP protection of the strategy.

Laird Technologies / Tianjin Laird is the dominant specialty TIM materials company in the dataset, with patents on thermoplastic self-healing TIM formulations, TIM application systems, board-level shielding TIM integration, and TIM application to IHS structures. Laird’s focus on application consistency and long-term reliability — rather than peak conductivity — reflects the operational reality of large-scale server deployments.

IBM (International Business Machines) contributes landmark work on hybrid TIM structures for hotspot targeting, die backside topography engineering for BLT reduction, multi-layer TIM structures for warped large-area modules, and auto-dispensing TIM for pluggable modules. IBM’s 2005 die backside topography patent — raising features aligned to hotspot regions — remains directly applicable to modern AI GPU dies that exhibit 20–40°C hotspot elevation above the average die temperature.

Arika Incorporated is an emerging specialist in liquid metal emulsion TIM technology with controlled BLT through rigid spacer particles. This technology is directly applicable to the high-thermal-performance requirements of AI server die-to-spreader interfaces, and the 2024 rigid-particle extension demonstrates continued active development. Broader thermal management trends in AI infrastructure are tracked by organisations such as Uptime Institute and the PatSnap Innovation Intelligence platform.

The dominant trend across all major TIM patent filers — including Google, Intel, Tesla, IBM, and Laird — is movement from simple polymer TIM pads toward engineered TIM systems combining zone-differentiated material properties, permanent or semi-permanent solder and liquid-metal bonds, mechanical system designs protecting fragile AI dies from pressure damage, and self-healing or self-pressurizing TIM mechanisms that maintain low thermal resistance over multi-year server operating lifetimes.

Figure 3 — TIM innovation strategy map: primary technical focus per key patent assignee
TIM innovation strategy map showing primary technical focus per key patent assignee in AI server thermal management Google HTIM Zoning + CTE Stiffener Intel Multi-IHS Lid + Mech. Retention Tesla Solder-Bonded Spreader IBM Hybrid TIM + Hotspot BLT Laird / Arika LM Emulsion + Thermoplastic Converging on: Zone-differentiated TIM · Solder/LM bonds · Die-safe assembly · Self-healing reliability All major filers are moving away from uniform polymer TIM pads toward engineered multi-material TIM systems
Primary technical focus of each key patent assignee in the TIM corpus. Despite different entry points, all major filers converge on zone-differentiated, solder/liquid-metal, and self-healing TIM system architectures.

A clear trend across all major filers is movement from simple polymer TIM pads toward engineered TIM systems combining: zone-differentiated material properties matching the thermal and mechanical needs of each die in a heterogeneous package; permanent or semi-permanent solder and liquid-metal bonds for maximum conductivity at the die-to-spreader interface; mechanical system designs that protect fragile AI dies from pressure damage during assembly; and self-healing or self-pressurizing TIM mechanisms that maintain low thermal resistance over multi-year server operating lifetimes. Engineers and R&D teams working on next-generation AI server thermal design can use the PatSnap Eureka platform to map this patent landscape and identify white spaces in their own TIM system architectures.

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References

  1. Heterogeneous Thermal Interface Material — Google LLC, 2026 (US)
  2. Heterogeneous Thermal Interface Material — Google LLC, 2026 (EP)
  3. Methods for Applying Cooling Schemes to Integrated Circuit Components — Tesla Inc., 2024 (CN)
  4. Efficient Heat Spreading Method and Assembly for Cooling Integrated Circuits — Tesla Inc., 2025 (JP)
  5. Liquid Metal Thermal Interface Material Application — Arrington/Kyle Jordan, 2021 (US)
  6. Hybrid TIMs for Electronic Package Cooling — IBM, 2021 (US)
  7. Thermal Interface Material Structure — IBM, 2019 (CN)
  8. Thermal Management of Computer Hardware Modules — IBM, 2025 (JP)
  9. Method for Locally Reducing the Thickness of Compliant Thermal Conductive Material Layer on Chips — IBM, 2005
  10. Multi-Reference Integrated Heat Spreader (IHS) Solution — Intel, 2018
  11. IC Die and Heat Spreaders with Solderable Thermal Interface Structures — Intel, 2021
  12. Remote Mechanical Attachment for Bonded Thermal Management Solutions — Intel, 2024
  13. Flexible and Modular Top-Side and Bottom-Side Processor Unit Module Cooling — Intel, 2023
  14. Method for Establishing Thermal Connection Between Heat Spreader or Lid and Heat Source — Laird Technologies, 2014
  15. System for Applying Interface Materials — Laird Technologies, 2021
  16. System and Methods for Applying Thermal Interface Materials — Laird/Tianjin, 2024
  17. Method, Apparatus and Assembly for Thermally Connecting Layers with Thermal Interface Materials Containing Rigid Particles — Arika Inc., 2024
  18. Method, Apparatus and Assembly for Thermally Connecting Multiple Layers — Arika Inc., 2022
  19. Thermal Interface Material — Koninklijke Philips N.V., 2017
  20. Thermoelectric Cooler (TEC) for Spot Cooling of 2.5D/3D IC Packages — Google, 2019
  21. Methods and Heat Distribution Devices for Thermal Management of Chip Assemblies — Google, 2021
  22. Methods and Heat Distribution Devices for Thermal Management of Chip Assemblies — Google, 2024 (TW)
  23. High-Performance Reworkable Heat Sink and Packaging Structure — IBM, 2007
  24. Chip Packaging Structure for Improved Heat Dissipation — Changdian Integrated Circuit / Intel, 2023
  25. IEEE — Electronics Packaging Standards and Publications
  26. WIPO — World Intellectual Property Organization Patent Database
  27. JEDEC — Semiconductor Engineering Standards

All data and statistics in this article are sourced from the references above and from PatSnap‘s proprietary innovation intelligence platform.

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