inverse design

Creative Aero Engineering Solutions, Inc. (CAES) is a woman-owned small company with EDWOSB certification that specializes in engineering consulting for Computer Aided Engineering (CAE) applications. It provides design, analysis and testing services, and has partnered with the Department of Defense, NASA, the United States Air Force, universities and OEMs. CAES has designed, developed and built its own composite 3D printer.

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body contouringcomposite 3D printingcomputational fluid dynamicsfinite element analysisground and flight testingmulti-disciplinary optimizationproject planningrapid prototypingsoftware developmentSystems Engineering

DeepThermo builds GPU-native, differentiable thermal physics software for microelectronics, spun out of the University of Notre Dame. Its flagship is a GPU-native multiscale non-Fourier thermal model spanning transistor to chip, differentiable end-to-end for gradient-based design optimization. It combines a differentiable phonon Boltzmann Transport Equation solver, neural-field surrogates, and multiscale Fourier-BTE coupling.

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automatic differentiation end-to-endGPU-native FVM solver for phonon Boltzmann Transport Equationmultiscale Fourier-BTE couplingoperator-learning neural surrogatesthermal simulation of transistors and chips