No, you cannot just connect a solar panel directly to a battery. Solar panels generate Direct Current (DC) electricity and batteries store DC electricity, so they are compatible in that respect. However, connecting a solar panel directly to a battery would bypass the voltage regulator on the panel, which could damage the battery. In addition, the current produced by the solar panel would be too much for the battery to handle and could also damage it.