Inferensys

Glossary

Thermal Runaway

A destructive positive feedback loop where an increase in junction temperature causes an increase in leakage current, which further increases power dissipation and temperature until device failure occurs.
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DESTRUCTIVE FEEDBACK LOOP

What is Thermal Runaway?

Thermal runaway is a catastrophic positive feedback mechanism in semiconductor devices where rising temperature increases current, which in turn generates more heat, leading to rapid, irreversible device destruction.

Thermal runaway is a destructive positive feedback loop where an increase in junction temperature causes an increase in leakage current, which further increases power dissipation and temperature until device failure occurs. This self-reinforcing cycle is particularly dangerous in GaN and GaAs power amplifiers where high power densities accelerate the process.

The mechanism is triggered when the rate of heat generation exceeds the rate of heat removal, often due to inadequate thermal management or a localized hot spot. Once initiated, the exponential relationship between temperature and leakage current causes the device to transition from normal operation to destruction within milliseconds, making it a critical design constraint in high-power RF applications.

POSITIVE FEEDBACK MECHANISMS

Key Factors Contributing to Thermal Runaway

Thermal runaway is a destructive positive feedback loop where an increase in junction temperature causes an increase in leakage current, which further increases power dissipation and temperature until device failure occurs. The following factors are the primary contributors to this catastrophic failure mode in GaN and GaAs power amplifiers.

01

Temperature-Dependent Leakage Current

The fundamental trigger for thermal runaway is the exponential relationship between junction temperature and drain-source leakage current. As the semiconductor lattice heats, intrinsic carrier concentration increases, reducing resistivity and allowing greater current flow even in the off-state. This increased leakage current directly increases static power dissipation, which in turn generates more heat. In GaN HEMTs, this is compounded by the thermally-activated nature of buffer layer conductivity, where deep-level traps release carriers at elevated temperatures, creating a parasitic conductive path between drain and source.

2x per 10°C
Leakage current doubling rate
02

Positive Temperature Coefficient of Power Dissipation

Unlike silicon MOSFETs which exhibit a positive temperature coefficient of resistance that naturally limits current, GaAs HBTs and certain GaN device structures suffer from a negative temperature coefficient of base-emitter voltage. As temperature rises, the turn-on voltage decreases, causing the device to conduct more current at the same bias point. This creates a self-reinforcing thermal loop: higher current leads to higher power dissipation, which raises temperature, which further lowers the threshold voltage. The loop gain exceeds unity when the rate of heat generation surpasses the heat removal capacity of the thermal management system.

-1.5 mV/°C
GaAs Vbe temperature coefficient
03

Insufficient Thermal Impedance Path

The junction-to-ambient thermal resistance (θJA) defines how effectively heat can be removed from the active channel. When θJA is too high—due to inadequate die attach, undersized heat sinks, or poor interface materials—the junction temperature rise per watt of dissipation is excessive. Critical bottlenecks include:

  • Die attach voiding: Air gaps in solder or epoxy create localized hot spots with dramatically higher local thermal resistance
  • Thermal interface material degradation: Pump-out and dry-out over thermal cycling increase contact resistance
  • Boundary layer stagnation: Insufficient airflow across heat sink fins reduces convective heat transfer coefficient
> 200°C
Critical junction temp for GaN
04

Current Crowding and Hot Spot Formation

In multi-finger transistor layouts, non-uniform current distribution creates localized regions of elevated current density. These current crowding zones experience disproportionately higher power dissipation, forming hot spots that can be 30-50°C above the average junction temperature. Once a hot spot forms, the local reduction in threshold voltage attracts even more current, intensifying the thermal gradient. This spatial instability is particularly dangerous because the average temperature sensor may not detect the localized runaway condition until irreversible damage has occurred in the hottest finger.

30-50°C
Hot spot above average Tj
05

Bias Network Thermal Feedback

The external bias circuitry can inadvertently accelerate thermal runaway. As the device draws increased leakage current, voltage drops across bias network resistances shift the effective gate-source or base-emitter bias point. In a poorly regulated bias network, this shift can push the device further into conduction. Additionally, temperature-sensitive bias components—such as thermistors with incorrect temperature coefficients or uncompensated current mirrors—can drift the quiescent operating point in the direction that increases quiescent current, adding to the thermal burden and reducing the margin to runaway onset.

06

Thermal Crosstalk in Multi-Stage PAs

In monolithic microwave integrated circuits (MMICs) with multiple amplifier stages, thermal crosstalk between adjacent stages creates a compounding thermal environment. The driver stage pre-heats the substrate, elevating the ambient temperature seen by the output stage before it even begins dissipating its own power. This thermal coupling reduces the effective thermal resistance of each stage and narrows the safe operating area. In Doherty amplifier configurations, the peaking amplifier's delayed turn-on can subject the carrier amplifier to transient thermal spikes that push it momentarily into the runaway regime.

THERMAL RUNAWAY

Frequently Asked Questions

Addressing critical questions about the destructive positive feedback loop that leads to catastrophic device failure in high-power GaN and GaAs amplifiers.

Thermal runaway is a destructive positive feedback loop where an increase in junction temperature causes an increase in leakage current, which further increases power dissipation and temperature until device failure occurs. In a power amplifier, the process initiates when localized self-heating raises the semiconductor junction temperature. This temperature rise increases intrinsic carrier concentration, leading to higher drain-to-source leakage current. The elevated leakage current dissipates additional power, which further heats the junction, closing the loop. The cycle accelerates because the relationship between temperature and leakage is exponential, not linear. Once the rate of heat generation exceeds the rate of heat removal—governed by the device's thermal impedance—the junction temperature escalates uncontrollably, typically resulting in permanent damage to the transistor through metallization melting, contact spiking, or gate oxide breakdown.

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.