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On the training of physics-informed neural operators for solving parametric partial differential equations
Announce Type: new Abstract: Physics-informed neural operators (PINOs) aim to learn solution operators for partial differential equations by using the governing physics as supervision, rather than relying solely on paired input-output simulation data. By incorporating physical constraints into the training objective, PINOs combine the cross-instance generalization of neural operators with the data efficiency of physics-informed learning. Despite this promise, how to train PINOs efficiently...
On the training of physics-informed neural operators for solving parametric partial differential equations
Announce Type: cross Abstract: Physics-informed neural operators (PINOs) aim to learn solution operators for partial differential equations by using the governing physics as supervision, rather than relying solely on paired input-output simulation data. By incorporating physical constraints into the training objective, PINOs combine the cross-instance generalization of neural operators with the data efficiency of physics-informed learning. Despite this promise, how to train PINOs efficiently...
Yamal, Williams to be available for Spain’s opening World Cup match
Yamal, Williams to be available for Spain’s opening World Cup match Star forward Yamal expected to be ready after suffering a groin injury that kept him out of a pretournament friendly. Spain coach Luis de la Fuente says Lamine Yamal, Nico Williams and Victor Munoz are on track to be available for their World Cup opening game against Cape Verde on June 15. Yamal, 18, has been managing groin issues and a hamstring injury suffered in April, while Williams and Munoz have also been recovering...
Spain's Yamal, Williams on course for World Cup opener, says De la Fuente
Spain's Yamal, Williams on course for World Cup opener, says De la Fuente PUEBLA, Mexico, June 7 : Spain coach Luis de la Fuente said on Sunday that Lamine Yamal, Nico Williams and Victor Munoz are on track to be available for their World Cup opener against Cape Verde on June 15. Yamal, 18, has been managing groin issues and a hamstring injury suffered in April, while Williams and Munoz have also been recovering from injuries. The trio remained at Spain's training base in Chattanooga,...
Spain’s World Cup 2026 team preview: Players to watch, group matches, squad
Spain’s World Cup 2026 team preview: Players to watch, group matches, squad Led by some outrageously young and talented players, are Spain set to repeat another Euro-World Cup double in 2026? Previous World Cup appearances: 16 Best performance: Winners (2010) First appearance: 1934 (Italy) Top goal scorer: David Villa (9) Most appearances: Sergio Busquets, Iker Casillas, Sergio Ramos (17) Player to watch: Lamine Yamal FIFA world ranking: 2 The reigning European champions arguably boast the...
Democratic battles and incumbents on defense: What to watch in Tuesday’s primaries
The fight to shape the future of the Democratic Party is playing out in a slew of key primaries across six states Tuesday, as races across six states set the matchups in crucial November battlegrounds and settle personal and ideological battles across the country. Voters will head to the polls in California, Iowa, Montana, New Jersey, New Mexico and South Dakota, with the biggest contest of the night being California’s race to succeed Gov. Gavin Newsom. California has a slew of important...
Spain beat Peru 3-1 in friendly as World Cup fever grips Puebla
Spain beat Peru 3-1 in friendly as World Cup fever grips Puebla PUEBLA, Mexico, June 8 : Spain beat Peru 3-1 on Monday in their final World Cup warm-up match, giving thousands of fans in Puebla a glimpse of one of the tournament favourites days before the global showpiece begins. Mikel Oyarzabal opened the scoring after two minutes with a fierce strike from the edge of the area before Pedri doubled the lead after the half-hour mark, tapping into an empty net following a cross from Ferran...
Which UK-based players are heading to the 2026 World Cup?
World Cup 2026: Which Premier League, EFL and Scottish Premiership players are heading to this summer's tournament Teams had to submit their squads for the 2026 World Cup squads by Tuesday June 2; Mexico host South Africa in the tournament opener on Thursday June 11; the 104-game tournament ends at MetLife Stadium in New Jersey on Sunday July 19 Tuesday 2 June 2026 09:08, UK With the squads now confirmed and locked in, more than 200 players from the UK are heading to the 2026 World Cup....
Improved quantum processor logical error rates via correction and detection
Abstract Performing quantum algorithms for critical problems in physics and chemistry requires substantially lower error rates than the physical error rates of present quantum computers. Achieving such low logical error rates requires quantum error correction1,2 and physical error rates below a critical threshold value3,4,5,6,7,8. We experimentally demonstrate on a trapped-ion quantum charge-coupled device (QCCD)9,10 improvements in logical error rates ranging from 11× to 800× compared with...
What are the FIFA World Cup 2026 squads for all 48 teams?
What are the FIFA World Cup 2026 squads for all 48 teams? From icons bidding adieu, to upcoming stars looking to make their mark on the biggest, Al Jazeera lists all the players. The countdown to the FIFA World Cup 2026 has entered the single-figure mark, with the tournament getting under way in nine days in Mexico City.