Why am I getting DllNotFoundException when adding SQLite Nuget Package to LINQPad?

I have added the System.Data.SQLite.Core NuGet package to my LINQPad 5 Query (Premium) and then try to execute the following:

new SQLiteConnection(":memory:").Dump();

But I get:

DllNotFoundException: Unable to load DLL 'SQLite.Interop.dll': The specified module could not be found. (Exception from HRESULT: 0x8007007E)

How can I tell LINQPad where to find the SQLite Native DLLs?

Please note I do not want to use the IQ Driver.