Unfortunately, it is not possible to immediately recognise an irregular verb, which makes it difficult to learn them. There are around 200 irregular verbs used in everyday English. I rregular verbs form the simple past and past participle differently.
Regular verbs form the simple past and past participle with -ed. English verbs have five main forms: infinitive, simple present, simple past, past participle and present participle.