Arjun Savel

Arjun Savel

@savel.bsky.social

astronomy phd candidate at UMD, College Park | he/him!

205 Followers 191 Following 15 Posts Joined Aug 2023
8 months ago
Postdoctoral Scholar - Roman Galactic Exoplanet Survey PIT | American Astronomical Society IPAC, part of the Physics, Math, and Astronomy Division at Caltech, provides science operations, user support, data and archive services, and scientific vision to maximize discovery with observatories...

#exoplanets #jobs 📣

I'm advertising for a postdoc! Come work with me in sunny SoCal on the Roman Galactic Exoplanet Survey Project Infrastructure Team. You'll help build the pipeline for Roman* occurrence rates.

*Launches NEXT YEAR!

Please RT & share with your networks!

aas.org/jobregister/...

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1 year ago

I'm co-chairing the Atmospheres, Climate, and Potential Habitability of Rocky Exoplanets II and III Oral sessions tomorrow afternoon from 14:10-17:30 with our fearless leader @offallingstars.bsky.social, Daniel Koll, and @lavainspace.bsky.social at #AGU24. Please come find us in Liberty N-P!

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1 year ago

This looks super cool! Will definitely give a detailed read — how much “tuning” did you have to do to make this Astro-specific?

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1 year ago

Oo tables is a great one! I haven’t fully played around with file upload yet. Neat tip!

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1 year ago
2025 projects | Aerosol Science CDT

PhD Advertisement!
4-yr PhD position as part of the EPSRC Aerosols CDT to work with me and Prof Jonathan Reid at Bristol on Laboratory experiments to measure the Optical Properties of Silicate aerosols for applications to exoplanet atmospheres.

See Application instructions and details via link

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1 year ago

I haven’t been able to get LLMs into my writing workflow — they don’t do snappy titles 😔 plus I don’t know how I feel about AI in that context yet!

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1 year ago

To kickstart things: For myself, I quite like getting quick, hand-wavy physical intuition for new concepts with LLMs. I also like using IDE tools to generate docstrings as I code. Nothing mission-critical, no calculations, and generally stuff I can easily verify.

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1 year ago

🔭🧪 Astronomers! Physicists! If you use AI in your research, how do you use it? Some examples:

- proposal writing
- debugging
- code writing
- code documentation
- (astro)physics explanations
- solving (astro)physics problems

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1 year ago

Yes please! This is super neat!

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1 year ago

Thanks as always to excellent collaborators (@megbedell.bsky.social, @exoplanetpete.bsky.social, and others). Check out the paper for full details! Submitted to AJ and gladly taking comments.

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1 year ago
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GitHub - arjunsavel/scope: Simulating high-resolution cross-correlation spectroscopy of exoplanet atmospheres. Simulating high-resolution cross-correlation spectroscopy of exoplanet atmospheres. - arjunsavel/scope

Finally, I want to highlight our code (github.com/arjunsavel/s...). There are excellent tools for simulating, e.g., JWST data; it’s much harder to do the same for high-res data. We hope to make proposal-writing, theorizing, and sandboxing more easy and robust. Accepting brave beta testers now :)

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1 year ago
2 x 2 grid of detection significance maps, with the colorbar indicating the SNR (signal to noise ratio) as a function of the two velocity parameters (Kp and Vsys). The four cases consider different photon SNRs (top row: high SNR, bottom row: low SNR) and different treatments (e.g., top left: radiative transfer-based tellurics, top right: data-driven tellurics).

Our results also show spurious signals at detection significances of up to SNR~4.5. Perhaps keep this in mind as you’re interpreting your signals!

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1 year ago
A corner plot showing that the posteriors from the baseline simulation (teal) change under the assumption of very strongly time-varying tellurics (maroon).

We found that inferences can be biased by limiting-case, strongly varying tellurics. Why? Telluric-removal methods, like PCA, generally assume static telluric spectra. Time-variable signals are therefore left as residuals, which retrievals try to fit as the planetary signal. Neat (and a bit scary)!

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1 year ago
A schematic of our simulation pipeline, beginning with a planet spectrum (top left), which is doppler shifted, then the star is included, then tellurics, then the blaze function, and finally processing with PCA and detrending.

We approached this problem bottom-up: simulating the complexity of high-resolution spectroscopy in a controlled environment, where we input the “ground truth” and see how it gets mutated.

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1 year ago

For this study, we wanted to assess what sculpts high-resolution datasets — does analysis (like principal components analysis) necessarily eat away at the planetary signal? What happens if the telluric spectrum changes? How do inferences respond to photon noise? From whence spurious signals??

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1 year ago

To set the scene: high-resolution spectroscopic observations are powerful probes of exoplanet atmospheres, and at the same time they can be tricky to interpret.

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1 year ago
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Peering into the black box: forward-modeling the uncertainty budget of high-resolution spectroscopy of exoplanet atmospheres Ground-based high-resolution cross-correlation spectroscopy (HRCCS; R >~ 15,000) is a powerful complement to space-based studies of exoplanet atmospheres. By resolving individual spectral lines, HRCCS...

First paper day on bluesky!! arxiv.org/abs/2411.073...

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1 year ago
Thumbs up in front of a poster.

I’m at #exoplanets5 today presenting a poster! Kenny Arnold (former UMD undergrad and postbac, now Wisconsin-Madison grad) has done excellent work simulating JWST limb asymmetries across the hot Jupiter population, and I’m here on his behalf. Come find me in Poster Hall A to chat!! 🔭

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2 years ago

There is a PhD opportunity (open to domestic and international students) with my colleague Peter Tuthill at @Sydney_Science on our space mission Toliman to look for planets around alpha Centauri!

www.sydney.edu.au/scholarships...

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2 years ago
A selfie of me stood next to a blackboard. The word "Job?" is written next to me on the blackboard.

I'm on the academic job market this fall! 🥳

I recently completed my PhD, and I'm looking for a 3+ year postdoc position. I'm also applying to fellowships to potentially work on my own project ideas. 🔭

Buckle up! It's time for a thread of self-promo 😇

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2 years ago
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"Physics of Planetary Atmospheres" – Registration of course interest (Autumn 2023) On 19 September 2023, we will start the PhD course "Physics of Planetary Atmospheres" at Uppsala University. This 10 ECTS credits (= 20 UK credits = 5 US credits) course will focus on terrestrial plan...

📢🪐(Exo)planet PhD students!

Uppsala University is offering a *fully remote* credited course on "Physics of Planetary Atmospheres" open to students of any institute starting 19 Sep. No final exam, all on Zoom, and SO MUCH FUN!

Info + register interest: forms.gle/JvLABm3uwy5Q... + please share! 🔭

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