TorchDAE: Implicit DAE Solvers with Index Reduction and Adjoint Sensitivity [P]

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TorchDAE is a new PyTorch library designed to solve complex Differential Algebraic Equations (DAEs) directly on the GPU. By supporting index reduction and adjoint sensitivity, it allows researchers to bake sophisticated physical constraints into neural network training loops for better scientific modeling.