{"ok":true,"trend":{"id":843949,"platform":"news","region":"global","key":"helmut katzgraber (55north): why materials simulation beats optimization for near-term quantum","title":"Helmut Katzgraber (55North): Why materials simulation beats optimization for near-term quantum","url":"https://news.google.com/rss/articles/CBMizgFBVV95cUxNc2NxNW9VVVBYZXdpcnFpMkhUTXVCbTlGZGU5UjJlUldWcGZ0YkMzQlkwWFNIc2V1Y1NhdWR3ZnZEaVhfSkRZdm9odUVCdnhXZUt6UktSbE9SMWZHY09SemRfLXBYakN6M0FIREwwUnhOUzhUUUdtTklpWnhPd2Ywd00xdGlBamRSRjhON3BHN3VOWjZ1bEsyVWdDQVNtLWtCa2gtaWNaOFVhSmprSjAyUTF6NnpkWUI2OVdTXy1lNWZNZUFEaUo5aDFXcXhfQQ?oc=5","first_seen":"2026-10-03T09:35:52.270275Z","last_seen":"2026-10-03T16:27:21.406757Z","last_rank":37,"peak_rank":37,"last_volume":null,"peak_volume":0,"seen_count":6,"score":0.7821875,"category_hint":"physics","section":"science","category":"physics","summary":"Helmut Katzgraber of 55North says materials simulation, not optimization, is the most promising application for near-term quantum computers. His argument, carried by The Quantum Insider, pushes back on the common framing that optimization problems will deliver the first practical quantum advantage, pointing instead to simulating physical materials as the field's realistic near-term target.","why":"Debate is active over which applications will show quantum advantage first as hardware matures.","tone":"neutral","entities":["Helmut Katzgraber","55North","The Quantum Insider"],"summarized_at":"2026-10-03T15:40:15.427992Z","meta":{"via":"scan","lang":"en","term":"quantum","source":"The Quantum Insider","published":"Sat, 03 Oct 2026 08:02:30 GMT"},"nw":null,"promo":null,"kind":null,"importance":null,"hidden":false,"hide_reason":null,"judged_at":null,"title_en":"Helmut Katzgraber argues materials simulation leads near-term quantum use","section_name":"Science","category_name":"Physics","timeline":[{"captured_at":"2026-10-03T09:35:52.270275Z","rank":37,"volume":null},{"captured_at":"2026-10-03T10:59:01.471429Z","rank":37,"volume":null},{"captured_at":"2026-10-03T12:20:59.821763Z","rank":37,"volume":null},{"captured_at":"2026-10-03T13:42:59.167398Z","rank":37,"volume":null},{"captured_at":"2026-10-03T15:04:58.309789Z","rank":37,"volume":null},{"captured_at":"2026-10-03T16:27:21.406757Z","rank":37,"volume":null}],"posts":[{"platform":"news","url":"https://news.google.com/rss/articles/CBMizgFBVV95cUxNc2NxNW9VVVBYZXdpcnFpMkhUTXVCbTlGZGU5UjJlUldWcGZ0YkMzQlkwWFNIc2V1Y1NhdWR3ZnZEaVhfSkRZdm9odUVCdnhXZUt6UktSbE9SMWZHY09SemRfLXBYakN6M0FIREwwUnhOUzhUUUdtTklpWnhPd2Ywd00xdGlBamRSRjhON3BHN3VOWjZ1bEsyVWdDQVNtLWtCa2gtaWNaOFVhSmprSjAyUTF6NnpkWUI2OVdTXy1lNWZNZUFEaUo5aDFXcXhfQQ?oc=5","author":"The Quantum Insider","title":"Helmut Katzgraber (55North): Why materials simulation beats optimization for near-term quantum","snippet":null,"posted_at":"2026-10-03T08:02:30Z","likes":null}],"elsewhere":[],"window":"7d"}}