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A tutorial on the Bayesian statistical approach to inverse problems

C and Julia code to reproduce the results of our paper:

F. Waqar, S. Patel, C. Simon. "A tutorial on the Bayesian statistical approach to inverse problems." (2023) APL Machine Learning. link

🍊 the raw data collected using the microcontroller setup can be found in the directory Arduino Results/

🍊 the main microcontroller program is Inverse_Problem_Main.ino

🍊 data processing code is found in the data_fitting/ directory. To reproduce our results, run the Pluto notebooks (1) data_preparation.jl (2) bayseian_fit.jl.

arduino

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