Eren

systems @Cloudflare | research @NASA & @Princeton | prev @Betterment

[Eren @numunebir]

I wrote this paper with NASA and Princeton on predicting magnetic flux during solar active region emergence.

problem statement: is it possible to predict the magnetic flux curve before the emergence of the active region itself becomes visible?

this matters because active regions drive space weather events, and earlier warnings can help forecasting systems react before the surface signal is obvious.

What seemed particularly intriguing about the work was the fact that the simpler model outperformed the more complex one.

the stacked LSTM with hybrid loss outperformed the encoder-decoder architecture due to the fact that the task at hand was not only predicting the correct value of flux, but also its timing.

the model predicts the magnetic flux emergence 3-10 hours before observation time based on acoustic power and continuum intensity from SDO/HMI data.

https://t.co/WJPRdJqlIK

[Eren @numunebir]

Just cold approached a guy in my boarding line. On my way to my internship.

Turns out they do smth similar to what I'm gonna be working on. The best part: they hire interns.

Don't be scared!

Now I gotta ask the pilots for a pic in the cockpit.

[Eren @numunebir]

@devparagiri Austin bro internship

[Eren @numunebir]

@hiiinternet Cat pics when?

[Eren @numunebir]

@natemcgrady I'll be using @natemcgrady from now on

[Eren @numunebir]

@hiiinternet SEO go brrr

[Eren @numunebir]

@hiiinternet Goat for doing the research

[Eren @numunebir]

@hiiinternet Poached by Fonzi?

[Eren @numunebir]

@abhinavsharma We are at 6. It's a cycle

[Eren @numunebir]

@abhinavsharma

[Eren @numunebir]

@icanberk @Pebble @ericmigi Hardware is crazy. That has battery+bluetooth+mic

[Eren @numunebir]

@faruk_parhat @YouTube Ooof. Now I can't unsee it...

[Eren @numunebir]

@D_R_Farrell Gotta create fresh email every few months

[Eren @numunebir]

@D_R_Farrell Substack needs onlook fr. Why is increase red?

[Eren @numunebir]

@jeff_weinstein @stripe @gaybrick Awesome stuff!

[Eren @numunebir]

@hiiinternet Sf exclusive?

[Eren @numunebir]

@devparagiri Typical europe

[Eren @numunebir]

@hiiinternet Might be a deployment bug

[Eren @numunebir]

@ZeynepAryay @sama

[Eren @numunebir]

@ZeynepAryay Didn't know abt mindra back then