Regulators close banks when they are under capitalized. Generally when a bank fails it is taken over by a stronger, larger, local bank. The FDIC is often appointed as a receiver for failed banks.
Here’s the FDIC’s official failed bank list page.
And here’s the downloadable CSV of the failed banks.
We also track all the failed banks and the ‘acquiring institutions’ in BankProspector.