Two years ago, Yorkshire's headquarters ground was the stage where Sri Lanka clinched a dramatic victory off the penultimate ball to secure their first Test series win in England.
But their first tour of England since that campaign sees them without Sangakkara and Jayawardene, both now retired from international duty.
"We did well here," said Silva, an opening batsman who played in that victorious 2013 team, at Headingley on Tuesday.
"Sanga and Mahela have left now. So it's time for all these youngsters to take their responsibility and do their jobs.
"We need to make sure we put up at least 300 ... To put ourselves in the game."
Sri Lanka will also be without injured paceman Dhammika Prasad, whose five second-innings wickets played a key role in the tourists' 2014 victory at Headingley.
"He is one of the key bowlers, and obviously we'll miss him," said Silva ahead of the three-Test series.
"But we have other very talented bowlers," he added of an attack that also includes Suranga Lakmal and Nuwan Pradeep, as well as the decidedly sharp Dushmantha Chameera.
The once feared pitch at Headingley, in Leeds, northern England, is now generally a good surface to bat on, albeit one with pace and bounce, and overhead conditions largely determine how much assistance a seam attack will receive.
Yorkshire coach Jason Gillespie said it was important bowlers avoided a "pretty length".
"Sometimes if fast bowlers see the ball whizzing through to the keeper at chest height a bit of ego then comes into play," the former Australia quick told the Sunday Times.
England have a poor recent record at Headingley, with just one win and four defeats at the northern venue since 2007.
Hampshire batsman James Vince is set to make his Test
bow, following the enforced retirement of James Taylor with a heart condition, in a batting line-up featuring Joe Root -- recently crowned England's player of the year in all formats -- and Yorkshire colleague Jonny Bairstow.
England captain Alastair Cook needs just 36 more runs to become the first Englishman to reach 10,000 in Tests.
"There is a bit of revenge to be had," said Broad, reflecting on a 2014 series which saw Cook, severely criticised for tactical naivety, contemplate resigning the England captaincy after the Headingley defeat by Sri Lanka.
"It was quite an emotional series, it really hurt us as a team to lose in our own conditions."
Tomorrow's match is set to break fresh ground by being the first in men's cricket where a new points system, modelled on the one used by England and Australia for the women's Ashes, will be employed.
Details on how points will be allocated between Tests, one-day internationals and Twenty20s are expected to be announced later today.
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