It's possible you are thinking of the 2006 movie "The Lake House" starring Keanu Reeves and Sandra Bullock. This movie is based on the 2004 South Korean film "Il Mare" and is not based on a James Patterson book.
If you are looking for a James Patterson book, perhaps you can provide more details about the book you are thinking of, like the genre or any specific characters.