[Esip-machinelearning] ESIP Machine Learning Cluster Monthly Meeting Today 12:00PM EST - Guest Speaker on Time Series Data

[Ziheng Sun]

Dear All,

Good morning!

[:mega:] This is a reminder that our ESIP Machine Learning Cluster Monthly Meeting will be held on today September 20th, 2024, Friday from 12:00 PM to 1:00 PM EST.
Please find the meeting link in the ESIP calendar under the name “Machine Learning.”
https://www.esipfed.org/community-calendar/

Are you interested in using machine learning on time series data? Please join in us 🙂
We are excited to announce that our next meeting will feature an esteemed guest speaker, Benedikt Barthel, from the Massachusetts Institute of Technology (MIT). Barthel is known for his research in climate science, with a strong focus on improving the accuracy and efficiency of climate simulations. His work aims to address key challenges in modeling, particularly in the context of long-term climate predictions and rare event statistics, which are crucial for understanding the future impacts of climate change.
Barthel’s research includes the development of a non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare event statistics. This innovative framework enhances our ability to simulate climate systems more accurately, helping us better understand extreme weather patterns and their potential effects on the environment.
In this session, Barthel will be presenting on his latest work, titled “A Non-Intrusive Machine Learning Framework for Debiasing Long-Time Coarse Resolution Climate Simulations and Quantifying Rare Events Statistics”. We encourage you to explore this publication, which can be found here: (https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2023MS004122).
Our agenda for the ESIP Machine Learning Cluster Meeting is:

  *   Guest speaker
  *   Q&A
  *   Anything else?

If you have more things to discuss, please feel free to raise them.

Best,


--

Ziheng Sun, Ph.D.

Department of Geography and Geoinformation Science

Center for Spatial Information Science and Systems

College of Science, George Mason University

E-mail: zsun at gmu.edu<mailto:zsun at gmu.edu>

Tel: 1-703-993-6124

Website: https://zihengsun.github.io<https://zihengsun.github.io/>

Github: Geoweaver<https://secure-web.cisco.com/16BwzADfo_HrQYvcRwymRLXYfi0PCo93zpe26c8xDhIcKo2ITSDkWnRSerDt5ltTD5vxYxCxBd4bjA9G_nBAHsPRMtZM9ZJVafS5DcoOsWqCM6nGiygPIFGYj_oHEDNFSseUREzvwm0FO94aa_0LwSHJ3U0laF0xeIwWtpZnzbOylkcqRNPhWnsEChWssXcGq_HWzeSfhWgl22qKtTAIiTJQP6funwcYooWdQh7b2C6EP2yrC-hfTMs-xdDuoMSDgQyykmtmATFsIjwB-ajpDC49PbaM193bVyq1cfdvITZEIS6-MIf8uDg-CE7KuotBXK-UMXkVTsfpoFjSILmez1tvxe6-7kaARDmZMidyX2VruvOzAncfa0mFhhTW2WOnO5TS7NrT95vg475TqaD03lNZ_R1D-0ilxM-3m6L1TJ14/https%3A%2F%2Furldefense.com%2Fv3%2F__https%3A%2F%2Fgithub.com%2FESIPFed%2FGeoweaver__%3B%21%21JYXjzlvb%21kaz6TKf8FeZBuGSlcUlTukzY1TTcu0VzKyeOCoRDFiKHm2q368H3etyn_tqZQI7yoVPGkvCE1Lk%24> | PyGeoweaver<https://secure-web.cisco.com/1fos0j703uaGvoVrQKs2ToDXCbxKikSZlxRmCBjX7ZaATdcArIan5y5X4IFydylQySkQPgMNVwedSSzGv9pyUQu4YzBuKLle7iX2UulBnuDDCx-pVei3_GGSbCImMrDh4lYajQlhW6rnUTrPcNBwkHVDSA-cuy4mi5zFv4kxXJyIJwi5gDU3s1MBWf1MU51CumiD6jRP-yBZ-K38xfLug905znPChcFSpMwNUHiWxK6ZAxmCuEuyjyekmQR1_jhf0_rfyC0-ovVg1Z5ZqLroLFCrw7Dtv33Po3s5KEfa2c1GTIHhQr-pPipD78qlr4TaMsAGjKPWJR6Uo781WqPRw92VKIWy7oRBkhm8--Hg6mSxFTao0d6xgTEav7vBahJCrEva_ZAseXBaLmusV0SBVU1ZO3kAJ__ByZyrfJks5_mo/https%3A%2F%2Furldefense.com%2Fv3%2F__https%3A%2F%2Fsecure-web.cisco.com%2F1SPrGFCBeOk4g8ZWWAmZfjbKBEaQRE1VYgqrR2zi6YkRqi_m_JfTJ6djoBQ3k2EdvlwWvXaJBDhRJxB-b4FPMXhmIcEgjl85M-PjD9MX4451ZoWZA9mTAehjDYBFkhs15ZyJooON5exdWSaATuwqsdTg2x0cboGCrP0pj9Yl5CKEhnloILMOK2xDSDyAz_7fOeEih1mxyzlXCafHGJfJWuus7IpDCoW9E7ycLVG_2jNyhtj9yEo1-IljdSDg-VEMq1RndCSnZGDJZBYL_3JQhOmzXwOliN8mqrkxIakMz4kCR4ytGmh7-JK7yBj-6mhBrmx0Ap214zSuy7uRSEwcf1n5ji0_6w08PTSojQUyoxIS7GxGm1umaHkZm3jkJCAvJ6nnvuyS1CQzlMS5vC-IxhUM72qbGLn6y3HJwIwHyO2A%2Fhttps%2A3A%2A2F%2A2Fgithub.com%2A2FESIPFed%2A2Fpygeoweaver__%3BJSUlJSU%21%21JYXjzlvb%21kaz6TKf8FeZBuGSlcUlTukzY1TTcu0VzKyeOCoRDFiKHm2q368H3etyn_tqZQI7yoVPGxdY4CcM%24>

Curriculum: https://geo-smart.github.io/curriculum

Special Issue: Recent Development of Practical AI in Remote Sensing and Geoinformatics<https://secure-web.cisco.com/1olTOxr1NJ3oL8HfugDx6s43JzjxqVgOm8jdtSifIg6p5BXcgH3WONxspny1akfnNvvbPabmB5rGmJYbX78RYEN4dXYjYN1eTFtmuEs4sIdsjTgVCOpnJUv3EU8YKJ6ovyRRTV497kPb75yuxa5cSExkD7D2XfY36KlU409UeFtvxqRqncwW20gMcLtUh4pEskIty4z5cggR05pNYCH_YPfM5gz0xbGxWW8kNsIexAStZPp8lAEBre1wGV-2_HbURcJE21cP281kb6wLUA5caB68ZDd964YhfAY5IuG7mHLd3whyiSyULrQsh9rJue-_QWVJKuq-rZ79MiFGAsq-YGGYOyijiRYsRv8zI2plmboaTmFuuePJxRQHydc98mOa2Z63W30ZdpIMjGh82MTJ7FZEn7TmicMuvk8NE_hzKMNQ/https%3A%2F%2Furldefense.com%2Fv3%2F__https%3A%2F%2Fwww.mdpi.com%2Fjournal%2Fremotesensing%2Fspecial_issues%2FAI_GMU__%3B%21%21JYXjzlvb%21kaz6TKf8FeZBuGSlcUlTukzY1TTcu0VzKyeOCoRDFiKHm2q368H3etyn_tqZQI7yoVPGHw_gbgU%24>

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[cid:0fe9a339-ad45-40ba-8ae4-fed5b3048fc5]<https://outlook.office.com/bookwithme/user/7bfcef0b8af9467daaaf2841fba65e4f@gmu.edu?anonymous&ep=bwmEmailSignature>          Book time to meet with me<https://outlook.office.com/bookwithme/user/7bfcef0b8af9467daaaf2841fba65e4f@gmu.edu?anonymous&ep=bwmEmailSignature>
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