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Computational chemistry is cool as frick and I used that back in the day to come up with new things to synthesize. The biggest problem with the computational methods was that they were prone to falling into local minima for structures when minimizing energy, so I bet AI would really help there. Actually might go read the paper but I wasn't a code guy just dabbled in their programs.

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