Joined April 2015
- Tweets 812
- Following 1,331
- Followers 321
- Likes 16,080
53 Photos and videos
Ayush Prasad retweeted
18 Jan 2025
Recently published:
Modeling snow on sea ice using physics-guided machine learning
👉 bit.ly/3PAFAwX
By @ayushprd, @IoMerk & @AleksiNummelin
#emulator #physicsguidedml #MachineLearning #SnowModel #SnowOnSeaIce #ClimateChange #ClimateModelling
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Ayush Prasad retweeted
28 Mar 2024
What drives innovation in machine learning?
In a new paper, we argue that application-driven work is systemically under-valued in the machine learning community, but that it's essential for both innovation and impact.
arxiv.org/abs/2403.17381
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ALT A figure with two columns. Under "Methods-driven ML" are the attributes "stereotyped benchmarks", "narrow set of evaluation metrics", "massive datasets", and "problem-agnostic methods". Under "Application-driven-ML" are the attributes "real-world tasks", "application-specific evaluation metrics", "auxiliary domain knowledge", and "use-inspired methods".
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Ayush Prasad retweeted
19 Jun 2023
BREAKING: Airbus announces deal with Indian LCC Indigo for 500 A320neo family aircraft, the largest single deal in aviation history.
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28 Apr 2023
Excited to present our work on explainable machine learning for marine heatwaves forecasting at #EGU23 🌊🌡️
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Ayush Prasad retweeted
6 Apr 2023
How to pick a setting for your Econ research project
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Ayush Prasad retweeted
3 Mar 2023
Known for shedding light on the AI model, XAI has the potential to unveil new knowledge for applications in climate science – but which of the many XAI methods can we trust and should we choose?
See our preprint
arxiv.org/pdf/2303.00652.pdf
@TUBerlin_UMI with @Marlene_Climate
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A biotech company has announced an audacious effort to ‘de-extinct’ the dodo. Could the plan actually work? go.nature.com/3Iudwsk
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Ayush Prasad retweeted
11 Feb 2023
It's been almost ~5yrs since I returned to India after 15yrs in the US. I've written about it before but here is my story 5yrs later. It's been a ride & frankly one of my life's best decisions! If you are considering a move back to India, hope this helps:
medium.com/@MohapatraHemant/…
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Ayush Prasad retweeted
25 Jan 2023
Continuing the conversation on forest carbon credits quality, @PachamaInc just published a Research Brief, outlining our tech-driven approach to computing robust algorithmic baselines with validated uncertainty for avoided deforestation crediting.
pachama.com/blog/pachama-res…
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Ayush Prasad retweeted
12 Dec 2022
Super excited to present (albeit virtually) our @manpa_97 work on Mapping Biogeophysical Parameters Using Satellite Data and Geospatial Technologies at #AGU22. Drop by to hear me talk about it on Wed 14 at 20:55!
@theAGU @ClimateResearch @HariniNagendra
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18 Nov 2022
What an inspiring and exciting day it was at Slush 2022! Hearing about startups solving a wide range of problems from hyperspectral remote sensing to climate-friendly neo banks, kudos to the @SlushHQ team! #slush2022
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Ayush Prasad retweeted
1 Nov 2022
Welcome to the newest vantage point in Hong Kong airport — the skybridge is open
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Ayush Prasad retweeted
25 Oct 2022
In 2018, three colleagues and I published a front-cover paper in @PNASNews
It has > 170 citations as of 2022, and it was a success that might not have happened:
• We had $0 budget
• We had no PI (Principal Investigator)
• We had no credentials
[Here's how we did it] 🧵
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Ayush Prasad retweeted
14 Oct 2022
At today's @ImageUCPH workshop, section head @KErleben asked me to speak about "how to get cool research ideas." (1/25)
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9 Oct 2022
Nice comprehensive overview of various explainable AI methods link.springer.com/chapter/10…
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Ayush Prasad retweeted
28 Sep 2022
flew first time with @Finnair E190! absolute loved the flight 🛫 from crew to food to interiors all 💯
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Ayush Prasad retweeted
27 Sep 2022
Preprint: I am trying to publish my first, single author article🥳
"Explainable Artificial Intelligence and Interpretable Machine Learning for Agricultural Data Analysis"
ssrn.com/abstract=4230874
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Ayush Prasad retweeted
28 Aug 2022
Does anyone know of open options for sharing an apartment in Hamburg? (no luck on WG-Gesucht yet) Preferably women WG around Eimsbüttel/Altona/Barmbek region or within 1hr via public transport from @unihh
I'm moving from India to start my master's in climate science @SICSSUHH🌍
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