Scientist Dr. Sebastian Caine (Bacon) has developed a serum that can make a subject invisible. His team of scientists, which includes ex-girlfriend Dr. Linda McKay (Shue) and Dr. Matt Kensington (Brolin), eventually enable the serum to work on a female gorilla and restore the animal back to visibility. Sebastian once again becomes obsessed with Linda while unbeknownst to him, she has become involved with Matt. Instead of reporting his success to the military, Sebastian lies to the oversight committee, which includes his mentor Dr. Howard Kramer (Devane), convincing his team to go right into human testing. The procedure is performed on Sebastian. It is successful and Sebastian turns completely invisible. He then enjoys sneaking around the lab in order to scare and play pranks on his fellow co-workers. They become worried that he is taking it too far. After three days, however, he is unable to revert to visibility.
Sebastian is quarantined in the laboratory due to his condition and the other researchers construct a latex mask for him to wear around the lab. Unable to cope with the isolation, he defies instructions and heads to his apartment to bring some things back to the lab. There, he happens to notice his neighbor disrobing and goes to her apartment where he rapes her. Linda warns him that if he leaves again, she and Matt will tell the committee about the experiment. Ignoring their threat, Sebastian assembles a device that runs a video loop of his heat signature in his quarters. He leaves the lab again and spies on Linda and Matt, becoming enraged when he sees them having sex.
The team soon discover that they have been watching a recording and that Sebastian has been escaping without their knowledge. Linda and Matt go to Dr. Kramer's house and confess their experiments. After they leave, Kramer attempts to warn the military but Sebastian, who has followed Linda and Matt to the house, cuts off Kramer's phone connection before drowning him in his swimming pool. The next day, Sebastian waits until all of the team is in the lab and then disables the phones and the elevator codes except for his own. He removes his clothing and latex mask and invisible, begins his killing spree, with Janice being his first victim.
Linda and the others hide in the lab, while Matt and Carter take tranquilizer guns to hunt for Sebastian, using thermal imaging goggles. While on top of a pipe, Sebastian throws Carter toward a steel bar, which hits his carotid artery, and leaves him mortally wounded. Matt tries to shoot Sebastian, but is almost killed until Linda drags him to safety. After Carter dies from his injuries, Sarah heads to the freezer to get blood for a transfusion but is killed by Sebastian. He then kills Frank with a crowbar when he lets his guard down, and locks an injured Matt and Linda in the freezer-store room, leaving them to freeze to death. Linda then constructs an electromagnet using a defibrillator and other equipment, to open the freezer door. She then gathers parts to assemble a flamethrower. Sebastian goes to the lab and creates nitroglycerin and puts it in a centrifuge with a timer which is meant to destroy the facility after he leaves; he smashes the keyboard so nobody can stop the machine.
Just as he enters the elevator to leave, Linda appears and fires the flamethrower at him. Sebastian barely manages to escape the flames and the two fight. Just as she is about to lose, Matt appears and hits Sebastian with the crowbar. Sebastian recovers and approaches Matt and Linda from behind with the crowbar but Matt deflects the blow, throwing Sebastian into a nearby circuit box, apparently electrocuting him and rendering him partially visible. Linda and Matt find the nitroglycerin about to explode and decide to climb up the elevator shaft to escape. The two are almost out when an injured and partially visible Sebastian appears. He fights with Linda, and forcibly kisses her one last time, before she grabs the elevator cable and knocks the car loose, sending Sebastian falling to his death into the explosion in the shaft below. Linda and Matt emerge from the burning laboratory and medics take them away in an ambulance.

Question: How Dr Sebastian Knew Linda and Matt?
Answer: They were ex girlfriend of Dr Sebastian. 
Alternative answer: They are part of his team of scientists.