Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Rewinder
Search
Adrian Price-Whelan
October 30, 2014
Science
96
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Rewinder
Presented at the Gaia Challenge 2 at the MPIA in Heidelberg.
Adrian Price-Whelan
October 30, 2014
More Decks by Adrian Price-Whelan
See All by Adrian Price-Whelan
the Astropy project - Flatware
adrn
1
270
the dynamic Milky Way in the Gaia era
adrn
1
230
The Astropy Project
adrn
1
130
Git and version control
adrn
1
130
Chaos and stellar streams
adrn
1
190
Software testing
adrn
0
220
Local Group Astrostatistics
adrn
1
110
100% Outer Space
adrn
1
160
SMHASH telecon 03/2015
adrn
0
110
Other Decks in Science
See All in Science
(CVPR2026) Back to Basics: Let Denoising Generative Models Denoise
shumpei777
0
220
生成AIが科学とRAにもたらしていること:メタサイエンスの視点から
rmaruy
0
100
Understanding CVP Waveforms: Interpretation and Clinical Implications in Anesthesiology
taka88
0
680
HajimetenoLT vol.17
hashimoto_kei
1
250
CVPR2026_VGGTとその仲間たち
mickey_0226
0
990
フィードフォワードニューラルネットワークを用いた記号入出力制御系に対する制御器設計 / Controller Design for Augmented Systems with Symbolic Inputs and Outputs Using Feedforward Neural Network
konakalab
0
160
Bリーグのショットデータを活用した得点期待値モデルの構築 / Construction of expected points model using shot data of B.LEAGUE
konakalab
0
160
AkarengaLT vol.41
hashimoto_kei
1
150
Utiliser Bitcoin sans Internet
rlifchitz
0
300
データベース04: SQL (1/3) 単純質問 & 集約演算
trycycle
PRO
0
1.5k
生成AIと司法書士の未来.pdf
tagtag
PRO
0
140
水耕栽培を始める前に知っておきたい植物の科学
grow_design_lab
0
280
Featured
See All Featured
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
360
30k
Building Adaptive Systems
keathley
44
3.1k
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
660
What’s in a name? Adding method to the madness
productmarketing
PRO
24
4.1k
Chasing Engaging Ingredients in Design
codingconduct
0
240
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
1
3.7k
Utilizing Notion as your number one productivity tool
mfonobong
4
450
Heart Work Chapter 1 - Part 1
lfama
PRO
8
36k
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
akademiya2063
PRO
1
180
My Coaching Mixtape
mlcsv
0
170
Designing Powerful Visuals for Engaging Learning
tmiket
1
460
Darren the Foodie - Storyboard
khoart
PRO
3
3.5k
Transcript
REWINDER Adrian Price-Whelan (Columbia University) Kathryn Johnston, David Hogg, Sarah
Pearson, Andreas Küpper, Allyson Sheffield
Internal dynamics / disruption Underlying potential Streams encode info. about:
How to “fit” stream data? Need a generative model!
GRAVITY Progenitor Lagrange points
Stars Progenitor
Present Past Rewinder
None
Stripped star Progenitor
(Star orbit) - (Progenitor orbit)
x1 = ri · ˆ r prog ( t )
L prog (t), r prog (t), x3 = ri · ˆ L prog ( t ) x2 = ri · ˆ x2
Instantaneous orbital plane
Normalized by tidal radius
None
Incorrect potential
✓ The disruption is simple?
✓ At the (unknown) unbinding time for each star…
“The Pal 5 Challenge” with 4 stars: 3 leading arm
1 trailing arm
None
Previously… Price-Whelan et al. (2014) Nparams / 6Nstars Bug: Computationally
can only use a few stars Feature: We can infer the potential with a few stars!
Price-Whelan et al. (2014)
Now Use importance sampling to marginalize over “true” phase-space positions
of the stars Only params. of marginal likelihood are potential params., progenitor position, nuisance params. Price-Whelan et al. (in prep.)
Price-Whelan et al. (in prep.)
SMHASH Spitzer Merger History And Shape of the Halo RR
Lyrae stars: intrinsic 2% scatter in P-L relation in IR Johnston, Madore, Majewski, Besla, Bono, Clementini, Cioni, Cohen, Freedman, Grillmair, Kallivayalil, Kollmeier, Law, Marengo, Mondon, Nidever, Pietrzynski, Persson, Price-Whelan, Rich, Scowcroft, Seibert, Smith, Sesar, Soszynski, Thompson, Udalski, van der Marel (Madore & Freedman 2012) (+ Spitzer Cycle 9 work)
SMHASH Debris targets: ~30 stars in Orphan stream ~100 stars
in Sagittarius (Sgr) stream 2 Sgr globular clusters 20 Sgr core fields
None