Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
2022_autumn_asj
Search
statictaku
May 09, 2023
Research
120
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
2022_autumn_asj
statictaku
May 09, 2023
More Decks by statictaku
See All by statictaku
2023_spring_asj
statictaku
0
160
senior_thesis_slides
statictaku
0
88
卒業研究発表会資料
statictaku
0
180
poster_senior_thesis
statictaku
0
200
Formation of Astrophysical Objects 2022
statictaku
0
160
Other Decks in Research
See All in Research
JICA QUEST 共創×革新プログラム Impact Report(海ノ向こうコーヒー)
ontheslope
0
840
Prithvi-EO-2.0
satai
3
100
就労支援の現場での生成AI活用
enochan
0
150
Evaluation génomique des femelles laitières croisées : comprendre la méthode pour accompagner les éleveurs à son utilisation
institutdelelevage
PRO
0
170
超効率化への挑戦:1bit LLMの現状と展望
yumaichikawa
0
880
生成AIなんでも展示会vol6 LT登壇資料 NexteraBERT
rikkabotan7
0
190
【中間報告】国会議員の立法・政策実務を支える環境を巡る現状と課題
polipoli
0
770
JPA2026_NetworkTutorial_JunKashihara
junkashihara
0
230
モデル評価を効率的にする方法
ftakahashi
0
220
LA-Bench 2025:実験指示から実行可能手順を生成するためのデータセット/LA-Bench 2025: A Dataset for Generating Executable Experimental Procedures from Experimental Instructions
stktu
0
200
Adapter les bergeries aux fortes chaleurs
institutdelelevage
PRO
0
140
学術バーQ AI研究最前線:自己教師あり学習による画像モデルの事前学習
naok615
0
170
Featured
See All Featured
What’s in a name? Adding method to the madness
productmarketing
PRO
24
4.2k
エンジニアに許された特別な時間の終わり
watany
109
250k
Accessibility Awareness
sabderemane
1
250
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
10
1.4k
Statistics for Hackers
jakevdp
799
230k
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
1k
Design in an AI World
tapps
1
350
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
davidcarrasco
0
260
Applied NLP in the Age of Generative AI
inesmontani
PRO
4
2.5k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
35k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
128
56k
How Software Deployment tools have changed in the past 20 years
geshan
2
35k
Transcript
Density-Independent SPH๏ٴͼGodunov SPH๏ͷ Integral Approachͷద༻ͱͦͷੑೳ ᴷ ৽ SPH εΩʔϜ:Godunov DISPH
๏ʹ͍ͭͯ ᴷ ౬ઙ, ਖ਼ ஜେֶ January 6, 2023 ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 1 / 16
࣍ 1 ֤छεΩʔϜʹ͍ͭͯ SPH ๏ Density-Independent SPH ๏, GSPH ๏
Godunov DISPH ๏ Integral Approach 2 ςετܭࢉ ࣮ݧͷత Riemann 2D ੩ਫѹฏߧ 2D Kelvin-Helmholtz ෆ҆ఆੑ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 2 / 16
֤छεΩʔϜʹ͍ͭͯ SPH ๏ SPH ๏ͱ ѹॖੑྲྀମΛϥάϥϯδϡతʹղ͘ܭࢉख๏ɻཧֶͷଟذʹΔͰ͘༻͍ΒΕ ͍ͯΔɻ͋ΔҐஔͰͷྲྀମͷཧྔΛɺपΓͷཻࢠ͔ΒͷӨڹͷ͠߹ΘͤͰදݱɻ • ϝϦοτ ▶
1 ࣍ݩͷίʔυΛɺ΄΅ͦͷ·· 3 ࣍ݩͷίʔυʹద༻Մೳ ▶ ߴີྖҬ͕ࣗಈతʹߴղ૾ͱͳΔ ▶ ॏྗ૬ޓ࡞༻ͱͷΈ߹Θ͕ͤ༰қ • σϝϦοτ ▶ ྲྀମͷ৮ෆ࿈ଓ໘Λ͏·͘ѻ͑ͣɺͦͷͨΊྲྀମͷෆ҆ఆੑͷΛ͛Δ ▶ িܸΛଊ͑ΔͨΊʹਓతͳࢄҳ߲͕ӡಈํఔࣜɺΤωϧΪʔํఔࣜʹඞཁ ▶ ࢄԽͷࡍʹཻࢠͷඇํੑ͔Β͘Δۭؒθϩ࣍ͷޡ͕ࠩൃੜ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 3 / 16
֤छεΩʔϜʹ͍ͭͯ Density-Independent SPH ๏, GSPH ๏ DISPH ๏ɺGSPH ๏ͱ •
Saitoh & Makino (2013) Ͱ DISPH ๏͕ɺInutsuka (2002) Ͱ GSPH ๏͕։ൃ͞Εͨɻ DISPH ๏ ৮ෆ࿈ଓ໘Ͱ࿈ଓͳѹྗΛΧʔωϧਪ ఆ͠ɺྲྀମͷඍํఔࣜΛղ͍͍ͯΔɻ ਓޱ೪ੑ͕ඞཁɻ GSPH ๏ ཻࢠಉ࢜ͷ૬ޓ࡞༻ͷܭࢉͷࡍʹ Riemannsolver Λ༻͍ΔɻࠓճͷൃදͰ Cha & Whitworth (2003) ʹΑΔ Case3 ͷ GSPH Λ༻ɹਓޱ೪ੑඞཁͳ͠ɻ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 4 / 16
֤छεΩʔϜʹ͍ͭͯ Godunov DISPH ๏ ͕ࣗ։ൃͨ͠ GDISPH ๏ʹ͍ͭͯ • DISPH ๏ͱಉ͘͡ɺີͷΘΓʹ৮ෆ࿈ଓ໘Ͱ࿈ଓͳѹྗΛΧʔωϧਪఆ͠ɺ
GSPH ๏ͷಋग़ʹ฿ͬͯີʹཅʹґଘ͠ͳ͍ SPH ํఔࣜΛ࡞͍ͯ͘͠ɻ ѹॖੑྲྀମͷӡಈํఔࣜɺΤωϧΪʔํఔࣜ dv(r) dt = − 1 ρ(r) ∇P(r) (1) du(r) dt = − P(r) ρ(r) ∇ · v(r) (2) GDISPH ๏ಋग़ʹ༻͍Δࣜ q(r) = ΣjmjujW(|rj − r|, h(r)) = P(r) γ − 1 (3) F(r) ∼ ∫ F(r′)W(|r − r′|, h(r′))d3r′ (4) ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 5 / 16
֤छεΩʔϜʹ͍ͭͯ Godunov DISPH ๏ GDIPH ๏ʹ͓͚Δ Case3 ܕͷӡಈํఔࣜɺΤωϧΪʔํఔࣜ ˙ vi
= −ΣjmjujP∗ ij u∗ ij [ 1 q2 i ∇iW(ri − rj, hi) + 1 q2 j ∇iW(ri − rj, hj) ] ˙ ui = −ΣjmjujP∗ ij u∗ ij [ v∗ ij − vi ] [ 1 q2 i ∇iW(ri − rj, hi) + 1 q2 j ∇iW(ri − rj, hj) ] (5) ఴ͑ࣈʹ*ͷ͍ͨཧྔʹࣗ༝Λ࣋ͨͤΔɻGSPH ๏Ͱɺriemann solver ͷղ ྫͱͯ͠ɺu∗ ij = ui, v∗ ij = vi+vj 2 ͱ͠ɺP∗ ij riemann solver ͔ΒٻΊΔύλʔϯΛ GDISPH Case3 2 2 ͱ໊͚ͮΔɻ(ຊൃදͰ͜Ε͕ॏཁͳ GDISPH ͷεΩʔϜ) ΧʔωϧͷۭؒඍʹɺGarcia-Senz et al. (2012) ͕ߟҊͨ͠ IA Λ༻͢Δ͔൱͔ͷࣗ༝ ͕ଘࡏɻ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 6 / 16
֤छεΩʔϜʹ͍ͭͯ Integral Approach Integral Approach(IA) ͱ • ֦ࢄ߲ʹݱΕΔ 2 ֊ඍ߲ͷܭࢉʹ༻͞Ε͍ͯͨํ๏
(Brookshaw 1985) ΛҰ֊ ඍʹԠ༻ • 1 ֊ඍͰݱΕΔΧʔωϧͷۭؒඍΛผͷͷʹม͑Δ͚ͩͰΑ͍ɻ ∇iW(ri − rj, hi) ∼ τ−1 i (rj − ri)Wij(hi) ∇iW(ri − rj, hj) ∼ τ−1 j (rj − ri)Wij(hj) τ(r) = [∫ (r′ − r) ⊗ (r′ − r)W(|r − r′|, h(r)) ] d3r′ (6) • IA ʹΑΓཧྔͷ 1 ֊ඍͷਫ਼͕ྑ͘ͳΓɺۭؒ 0 ࣍ͷޡࠩখ͘͞ͳΔ͜ͱ͕ใࠂ ͞Ε͍ͯΔɻ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 7 / 16
ςετܭࢉ ࣮ݧͷత ࣮ݧͷత • SPH ๏ɺDISPH ๏ ▶ ΧʔωϧͷۭؒඍΛ IA
ʹ͢Δ͔൱͔ • Case3 ͷ GSPH ๏ ▶ ΧʔωϧͷۭؒඍΛ IA ʹ͢Δ͔൱͔ ▶ riemann solver ͷߴਫ਼Խ͢Δ͔൱͔ɺ͢ΔͳΒྲ੍ྀݶؔΛԿʹ͢Δ͔ • Case3 ͷ GDISPH ๏ ▶ ΧʔωϧͷۭؒඍΛ IA ʹ͢Δ͔൱͔ ▶ ఴ͑ࣈʹ*ͷ͍ͨཧྔΛ riemann solver Ͱղ͔͘൱͔ɺղ͔ͳ͍ͳΒԿʹ͢Δ͔ ▶ riemann solver ͷߴਫ਼Խ͢Δ͔൱͔ɺ͢ΔͳΒྲ੍ྀݶؔΛԿʹ͢Δ͔ riemann solver ͷߴਫ਼Խ Cha & Whitworth (2003) ͷΓํͰߦͬͨɻ ֤εΩʔϜʹର༷ͯ͠ʑͳΈ߹Θͤͷύλʔϯ͕ଘࡏɻ͜ͷதͰ࠷༏ΕͨεΩʔϜΛબ ఆ͢ΔͨΊɺ 150 ݸͷύλʔϯʹؔͯ͠ riemann ,2D ੩ਫѹฏߧ,2D Kelvin-Helmholtz ෆ҆ఆੑͷܭࢉΛߦͬͨɻͦͷதͰ͍͔ͭ͘ͷεΩʔϜΛϐοΫΞοϓ͠ɺͦͷಛੑΛൺֱ ݕ౼͢Δɻ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 8 / 16
ςετܭࢉ Riemann Riemann ڧ͍িܸ͕ൃੜ͢Δ { ρ = 1,
P = 1000, v = 0 x < 0 ͷͱ͖ ρ = 1, P = 0.1, v = 0 x > 0 ͷͱ͖ (7) ີ ѹྗ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 9 / 16
ςετܭࢉ Riemann ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov
DISPH, IA January 6, 2023 10 / 16
ςετܭࢉ 2D ੩ਫѹฏߧ 2D ੩ਫѹฏߧ ॳظ݅ͷ··มಈ͠ͳ͍ͷ͕ཧతͳղ ѹྗશྖҬͰҰఆɹ • Ի Cs
= 1.02 ͰܭࢉྖҬΛԣΔ࣌ؒ 1.0 ͷ 8 ഒͰ͋Δ t = 8.0 ·Ͱܭࢉ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 11 / 16
ςετܭࢉ 2D ੩ਫѹฏߧ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov
DISPH, IA January 6, 2023 12 / 16
ςετܭࢉ 2D Kelvin-Helmholtz ෆ҆ఆੑ 2D Kelvin-Helmholtz ෆ҆ఆੑ Ґஔ y =
0.25, y = 0.75 ͷͦΕͧΕʹɺy ࣠ํͷʹ 2 ͷઁಈΛ༩͍͑ͯΔ ෆ҆ఆੑͷͷλΠϜεέʔϧ τKH = 1.06 ͷ 2 ഒͷ t = 2.0 ·Ͱܭࢉ ॳظ݅ ༩͑ͨઁಈ ༗ݶମੵ๏Ͱղ͍ͨ߹ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 13 / 16
ςετܭࢉ 2D Kelvin-Helmholtz ෆ҆ఆੑ ౬ઙ (ஜେֶ) DISPH, Godunov SPH,
Godunov DISPH, IA January 6, 2023 14 / 16
ςετܭࢉ 2D Kelvin-Helmholtz ෆ҆ఆੑ ·ͱΊ • GDISPH Case3 2 2
▶ Riemann ɺ੩ਫѹฏߧʹ͓͍ͯ DISPH ͱಉ༷ͳ݁Ռ,Kelvin-Helmholtz ෆ҆ఆੑʹ ؔͯ͠ GSPH ͱಉ༷ͳ݁ՌɻSPH ͷεΩʔϜͱͯ͠ɺѹॖੑྲྀମͷΛ͖ͪΜͱղ͚ ͍ͯΔɻ ▶ ߴਫ਼Խͨ͠߹ɺ೪ੑ͕খ͘͞ͳΔ͜ͱ͕ݪҼͰڧ͍িܸԼͰͷৼಈ͕ൃੜͯ͠͠ ·͏ɻ • IA ▶ Kelvin-Helmholtz ෆ҆ఆੑͰɺIA ԽΑΓߏ͕ΑΓେ͖͘ɻ͔͠͠ɺ੩ਫѹฏߧ ͔Β DISPH ܥͷεΩʔϜͰ IA ԽʹΑΓϊΠζΛर͍͘͢ͳ͍ͬͯΔɻ • SSPH,DISPH ▶ Kelvin-Helmholtz ෆ҆ఆੑʹ͓͍ͯɺਓతͳϊΠζ͕ෆ҆ఆੑʹΑΓ૿͞Εͯ͠·ͬͯ ͍Δɻt=2.0 Ͱͷ Kelvin-Helmholtz ෆ҆ఆੑͷ༷ࢠΛݟΔͱɺਅΜத͔Βݟͯࠨଆʹ͋Δେ ͖ͳߏͱӈଆʹ͋Δେ͖ͳߏ͕߹ಉͳܗʹͳ͍ͬͯͳ͍ɻ খ͞ͳϊΠζ͕࠷ऴతʹେ͖͍ӨڹΛ༩͍͑ͯΔɻ ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 15 / 16
ςετܭࢉ 2D Kelvin-Helmholtz ෆ҆ఆੑ ग़య Figure: ”Fancy SPH convolution scheme
(verbose, modified colors scheme)” created by Jlcercos is licenced under CC BY-SA 4.0(https://creativecommons.org/licenses/by-sa/4.0/) ౬ઙ (ஜେֶ) DISPH, Godunov SPH, Godunov DISPH, IA January 6, 2023 15 / 16
ςετܭࢉ 2D Kelvin-Helmholtz ෆ҆ఆੑ Reference I ౬ઙ (ஜେֶ) DISPH,
Godunov SPH, Godunov DISPH, IA January 6, 2023 16 / 16