About DEEPTHERMO LLC
DeepThermo provides GPU-native, differentiable thermal physics modeling for microelectronics, addressing the limitations of traditional Fourier-based models in nanoscale devices. The company is spun out of the University of Notre Dame and is supported by DARPA and NSF.
GPU-native multiscale non-Fourier thermal modelingEnd-to-end differentiable thermal simulation for gradient-based design optimizationPhonon Boltzmann Transport Equation (BTE) solver with up to 100M degrees of freedom on a single GPUNeural field surrogates for millisecond inference with high accuracyMultiscale coupling of BTE and Fourier solvers for efficient thermal simulationInteractive thermal simulation of large transistor arrays
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