LaGrange County police are looking for 28-year-old Jennifer Bitzel of Peru, Indiana.
They say she was last seen yesterday at a home in the 3000 block of County Road 600 East.
Police believe she was beaten in the home then driven away in a 2001 silver Pontiac Grand Prix.
Her two young children were left at the home.
Police believe she may be with 43-year-old Steven Gose.
Gose is considered armed and dangerous, so do NOT approach him.
Gose has outstanding warrants for parole violations.