Afghan Voice Agency(AVA), Trailing 3-0 from the first leg, Barca peppered the Italian goal but failed to repeat their last-16 heroics when they overturned a first-leg 4-0 deficit to beat Paris St-Germain.
Lionel Messi, who had earlier been denied by Gianluigi Buffon, fired wastefully over the bar while Luis Suarez and Neymar also spurned chances on a night Barca were restricted to one shot on target.
Juve's Gonzalo Higuain fired tamely at Marc-Andre ter Stegen and Juan Cuadrado missed another chance but the final whistle was celebrated wildly by the champions of Italy, who have not conceded a single goal from open play in this season's Champions League.
Juventus join Real Madrid, Atletico Madrid and Monaco in Friday's last-four draw (from 11:00 BST).