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I did something like this a few years ago, the results were fairly "realistic" since it was based on ball-by-ball data from real life matches - https://nbn.sh/p/beamer/

Was never quite satisfied with it since the simulation was quite primitive and would never work on the holy grail of cricket (test matches). But even then users on r/cricket found it amusing enough.

I had started working on another version using neural networks, but life got in the way and I never made a lot of progress with it :/