This project aims to implement a fully differentiable (simplified) photon propagation and detection model for the IceCube experiment which is then used to optimize the underlying ice model parameters by using gradient descent in TensorFlow.
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Simple proof of concept test project to optimize IceCube ice model parameters using TensorFlow.
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AlexHarn/tf-toy-ice-model-optimization
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Simple proof of concept test project to optimize IceCube ice model parameters using TensorFlow.
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