[Esip-machinelearning] ESIP Machine Learning Cluster Monthly Meeting

[Ziheng Sun]

Dear All,

This is a reminder that our ESIP Machine Learning Cluster Monthly Meeting will be on Friday, 10/20/2023, from 12:00 PM to 1:00 PM EST.

Join Zoom meeting:https://us02web.zoom.us/j/88357173454?pwd=djkvOEx0TTZRekJLWVRHcEMyUitNZz09
Meeting ID: 883 5717 3454
Passcode: 225768

The highlight of this meeting is the presence of an esteemed guest speaker, Dr. Anuj Karpatne. Dr. Karpatne is an Associate Professor in the Department of Computer Science at Virginia Tech and has dedicated his career to solving some of the most pressing scientific and social challenges. His work in the fields of data mining and machine learning is truly impressive, with a focus on applying these methods to domains such as climate science, hydrology, ecology, and many more.

To give you a sneak peek of what to expect, Dr. Karpatne will be sharing his expertise on the topic, "Knowledge-guided Machine Learning: Advances in an Emerging Paradigm Combining Scientific Knowledge with Machine Learning for Geosciences." To prepare for the meeting, we encourage you to take a look at one of Dr. Karpatne's influential papers. You can find it right here: https://ieeexplore.ieee.org/abstract/document/8423072?casa_token=pDpIe4tUVRUAAAAA:bfXz[…]lm38WI8MGEgFiLJtYxrvkmeFYVDkx-FGajmuxRnoI41ZMBEPfyPAnRehmv2<https://ieeexplore.ieee.org/abstract/document/8423072?casa_token=pDpIe4tUVRUAAAAA:bfXz[%E2%80%A6]lm38WI8MGEgFiLJtYxrvkmeFYVDkx-FGajmuxRnoI41ZMBEPfyPAnRehmv2>
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[https://ieeexplore.ieee.org/ielx7/69/8755525/8423072/graphical_abstract/tkde-gagraphic-2861006.jpg]<https://ieeexplore.ieee.org/abstract/document/8423072?casa_token=pDpIe4tUVRUAAAAA:bfXz[%E2%80%A6]lm38WI8MGEgFiLJtYxrvkmeFYVDkx-FGajmuxRnoI41ZMBEPfyPAnRehmv2>
Machine Learning for the Geosciences: Challenges and Opportunities<https://ieeexplore.ieee.org/abstract/document/8423072?casa_token=pDpIe4tUVRUAAAAA:bfXz[%E2%80%A6]lm38WI8MGEgFiLJtYxrvkmeFYVDkx-FGajmuxRnoI41ZMBEPfyPAnRehmv2>
ieeexplore.ieee.org
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Our agenda for the ESIP Machine Learning Cluster Meeting is:

  *   guest speaker
  *   Q&A
  *   Earth AI paper tag-up
  *   Anything else?

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

All the 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>

Book: Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges<https://secure-web.cisco.com/1jpofVhAQe9PnNhSWAnOpGAMSWQI-divOkOltPT2JbedoDaz3NDuAC9mHQSUHnJB7BcPRU5Uqq4qhEXUqWiXbD7koJZcQEb6aQFDl1lsVSoamKRUqTIFAH57KjMm3gjYtLiogajEd_sKum3lZUsBj7tqXfs8xZch7EM0Vsg7BmV9KOrzScs-DLbTx2-47SAKIk2B8rUdmcatckfnyy2_m7ElVwxSMcFnv_2wpl4ImTu1PPApsdvmH6fyKKasSp_FOX6kym-JyuufFsIlFIUZytPh6npifry97fLTUNfzOGuX0GA8ipLHbSezK4rdGeNMDU-IDXK6rh4_mo8BsYEHTN5fbaEgDHZ3H34dt5a5w0BsGCoEKUR0c7bm9rwFbkiSd1w7X2pwwesGT6FxOhUieUzX7bTnMmwzYEhHbMi6bRqA/https%3A%2F%2Furldefense.com%2Fv3%2F__https%3A%2F%2Fwww.sciencedirect.com%2Fbook%2F9780323917377%2Fartificial-intelligence-in-earth-science__%3B%21%21JYXjzlvb%21kaz6TKf8FeZBuGSlcUlTukzY1TTcu0VzKyeOCoRDFiKHm2q368H3etyn_tqZQI7yoVPGGP8cP_8%24> - ISBN: 9780323917377

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