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Toward a Fully Autonomous, AI-Native Particle Accelerator

1. ์—ฐ๊ตฌ ๋ฐฐ๊ฒฝ ๋ฐ ํ•„์š”์„ฑ ๋ณต์žก๋„ ํญ์ฆ : ์ฐจ์„ธ๋Œ€ ๊ฐ€์†๊ธฐ๋Š” ์ˆ˜๋ฐฑ๋งŒ ๊ฐœ์˜ ์„ผ์„œ์™€ ์ˆ˜์ฒœ ๊ฐœ์˜ ์ƒํ˜ธ ์—ฐ๊ฒฐ๋œ ์žฅ์น˜๋กœ ๊ตฌ์„ฑ๋ผ ์ธ๊ฐ„ ์šด์˜์ž์˜ ์ธ์ง€ยท์กฐ์ž‘ ํ•œ๊ณ„๋ฅผ ์ดˆ๊ณผํ•œ๋‹ค. AI ํ™œ์šฉ ํ˜„ํ™ฉ : ์ตœ๊ทผ ๊ฐ€์†๊ธฐ ๋ชจ๋ธ๋ง, ํŠœ๋‹, ์ง„๋‹จ, ์ด์ƒ ํƒ์ง€ ๋“ฑ์— AI๊ฐ€ ์„ฑ๊ณต์ ์œผ๋กœ ์ ์šฉ๋˜๊ณ  ์žˆ์œผ๋‚˜ ๋Œ€๋ถ€๋ถ„ ๋ ˆํŠธ๋กœํ• ํ˜•ํƒœ์ด๋ฉฐ, ์ „๋ฐ˜์ ์ธ ์‹œ์Šคํ…œ ์ž์œจ์„ฑ์€ ๋ฏธ๋น„ํ•˜๋‹ค. ์ „๋žต์  ๋™๊ธฐ : DOE์˜ โ€œGenesis Missionโ€ ๋ฐ ๊ตญ์ œ ๊ฐ€์†๊ธฐ ๋กœ๋“œ๋งต์—์„œ AIโ€‘๊ธฐ๋ฐ˜ ์ž์œจ ์šด์˜์„ ํ•ต์‹ฌ ๊ณผ์ œ๋กœ ์ง€์ •ํ•จ์œผ๋กœ์จ ์ •์ฑ…ยท์žฌ์ •์  ์ง€์›์ด ํ™•๋Œ€๋  ์ „๋ง์ด๋‹ค. 2. ํ•ต์‹ฌ ๊ฐœ๋… โ€“ โ€œAIโ€‘๋„ค์ดํ‹ฐ๋ธŒโ€ ๊ฐ€

Physics
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FLUKA-Based Optimization of Muon Production Target Design for a Muon Collider Demonstrator

1. ์—ฐ๊ตฌ ๋ฐฐ๊ฒฝ ๋ฐ ๋ชฉ์  ๋ฎค์˜จ ์ฝœ๋ผ์ด๋” ๋Š” ํŒŒ์ด์˜จ ๋ถ•๊ดด๋ฅผ ํ†ตํ•ด ๋ฎค์˜จ์„ ์ƒ์„ฑํ•˜๋ฏ€๋กœ, ๊ณ ํšจ์œจ ํƒ€๊นƒ ์„ค๊ณ„๊ฐ€ ํ•ต์‹ฌ์ด๋‹ค. ๊ธฐ์กด ์„ค๊ณ„์—์„œ๋Š” ์ž…์ž ์ˆ˜์œจ๊ณผ ํƒ€๊นƒ ๋‚ด ์—ดยท๊ธฐ๊ณ„์  ๋‚ด๊ตฌ์„ฑ์„ ๋™์‹œ์— ๋งŒ์กฑ์‹œํ‚ค๋Š” ๊ฒƒ์ด ์–ด๋ ค์› ๋‹ค. ๋ณธ ๋…ผ๋ฌธ์€ FLUKA ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์„ ํ™œ์šฉํ•ด ๊ธฐํ•˜ํ•™ยท์žฌ๋ฃŒ ๋ณ€์ˆ˜ ๊ฐ€ 2์ฐจ ์ž…์ž ์ƒ์‚ฐ๊ณผ ์—ด ๋ถ€ํ•˜์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์„ ์ •๋Ÿ‰ํ™”ํ•˜๊ณ , ์†”๋ ˆ๋…ธ์ด๋“œ ์บก์ฒ˜ ํšจ์œจ ์„ ํ•จ๊ป˜ ๊ณ ๋ คํ•œ๋‹ค. 2. ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ํ™˜๊ฒฝ ๋ฐ ๋ฐฉ๋ฒ•๋ก  | ํ•ญ๋ชฉ | ๋‚ด์šฉ | | | | | ์ž…์ž ๋น” | 8 GeV ์–‘์„ฑ์ž, 10ยนยณ ์ž…์ž/๋ฑ…ํฌ, 100 k ์ž…์ž ์‹œ๋ฎฌ๋ ˆ์ด์…˜ (Monteโ€‘Carlo)

Physics
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New Challenges in Plasma Accelerators: Final Focusing for Wakefield Colliders

1. ์ตœ์ข… ์ดˆ์  ์‹œ์Šคํ…œ(FFS)์˜ ํ•ต์‹ฌ ์—ญํ• ๊ณผ ๊ธฐ๋ณธ ๊ณต์‹ ๊ด‘๋„ (L frac{N b^2 f {text{rep}}}{4pisigma xsigma y}) ์—์„œ (sigma {x,y})๋Š” IP์—์„œ์˜ RMS ๋น” ํฌ๊ธฐ์ด๋ฉฐ, ์ด๋ฅผ ์ตœ์†Œํ™”ํ•˜๊ธฐ ์œ„ํ•ด ์Œ๊ทน์ž(Quadrupole) ์Œ ์„ ์ด์šฉํ•œ ํ…”๋ ˆ์Šค์ฝ”ํ”„ ํ˜•ํƒœ์˜ ์ดˆ์  ๋ฐฐ์น˜๊ฐ€ ์ „ํ†ต์ ์œผ๋กœ ์‚ฌ์šฉ๋œ๋‹ค. ํ”Œ๋ผ์ฆˆ๋งˆ ๊ฐ€์†๊ธฐ์˜ ๊ฒฝ์šฐ ์ž…์ž ์—๋„ˆ์ง€๊ฐ€ ์ˆ˜ TeV ์ˆ˜์ค€์œผ๋กœ ์ƒ์Šนํ•˜๋ฉด์„œ ์ž…์ž ๊ฐ•์„ฑ(rigidity) ๊ฐ€ ํฌ๊ฒŒ ์ฆ๊ฐ€ํ•˜๊ณ , ๋™์ผํ•œ ์ดˆ์  ๊ฐ•๋„๋ฅผ ์–ป๊ธฐ ์œ„ํ•ด์„œ๋Š” ์ดˆ์  ์ž์„์˜ ์ž๊ธฐ์žฅ ๊ตฌ๋ฐฐ(K) ๋ฅผ ํฌ๊ฒŒ

Physics
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Standards and Safety: an Overview

1. ์—ฐ๊ตฌ์˜ ์˜์˜์™€ ๋ฒ”์œ„ ๊ฐ€์†๊ธฐ ์„ค๋น„ ํŠน์ˆ˜์„ฑ ๊ฐ•์กฐ : ์ผ๋ฐ˜ ์‚ฐ์—… ์„ค๋น„์™€ ๋‹ฌ๋ฆฌ ๊ฐ€์†๊ธฐ ์šด์˜์ž๋Š” ์ฃผ๋กœ ์›๊ฒฉ ์ œ์–ด์‹ค์— ์œ„์น˜ํ•˜์ง€๋งŒ, ์œ ์ง€๋ณด์ˆ˜ ์‹œ ๊ณ ์••ยท์ €์˜จ ์žฅ๋น„์— ์ง์ ‘ ์ ‘๊ทผํ•œ๋‹ค๋Š” ์ ์„ ๋ช…ํ™•ํžˆ ์ œ์‹œํ•œ๋‹ค. ์ด๋Š” ์œ„ํ—˜ ๋ถ„์„์ด ์„ค๊ณ„ ๋‹จ๊ณ„๋ฟ ์•„๋‹ˆ๋ผ ์ „์ฒด ์ˆ˜๋ช…์ฃผ๊ธฐ(Lifecycle) ์ „๋ฐ˜์— ๊ฑธ์ณ ํ•„์š”ํ•จ์„ ์„ค๋“๋ ฅ ์žˆ๊ฒŒ ๋ณด์—ฌ์ค€๋‹ค. ๊ทœ์ œ ํ”„๋ ˆ์ž„์›Œํฌ ํ†ตํ•ฉ : EU ์ง€์นจ(20์—ฌ ๊ฐœ) ์ค‘ ํŠนํžˆ PED์™€ Machinery Directive์— ์ดˆ์ ์„ ๋งž์ถ”์–ด, ์••๋ ฅยท๊ธฐ๊ณ„ยท์ „๊ธฐยทEMCยทPPE ๋“ฑ ๋‹ค์–‘ํ•œ ๊ทœ์ œ ์˜์—ญ์„ ํ•œ๋ˆˆ์— ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ๊ฒŒ ์ •๋ฆฌํ•˜์˜€๋‹ค. 2. ์œ„ํ—˜ ๋ถ„์„

Physics

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