[Esip-cdf] Invitation to submit an article for a special issue in AI Magazine

Fri Apr 25 01:17:36 EDT 2025

I would be interested to contribute from the perspective of changing 
user demands and the role of synthesis databases - how AI/ML is driving 
and helping science ready data.

Kerstin

On 4/24/25 11:57, Reyna Jenkyns via Esip-cdf wrote:
> I am interested, but wouldn't be able to meet to discuss until May 12 
> or later.
>
> *Reyna Jenkyns | Associate Director*
> World Data System - International Technology Office
> Hosted by Ocean Networks Canada, University of Victoria
> M 250 415 3336  |#100-2474 Arbutus Rd, Victoria, BC V8N 1V8
> ORCID: 0000-0001-6975-6816
> https://wds-ito.org/
>
>
> ------------------------------------------------------------------------
> *From:* Esip-cdf <esip-cdf-bounces at lists.esipfed.org> on behalf of 
> Stocks, Karen via Esip-cdf <esip-cdf at lists.esipfed.org>
> *Sent:* Thursday, April 24, 2025 8:48 AM
> *To:* CDF <esip-cdf at lists.esipfed.org>
> *Subject:* [Esip-cdf] FW: Invitation to submit an article for a 
> special issue in AI Magazine
>
> Dear CDF members,
>
> AI Magazine <https://onlinelibrary.wiley.com/journal/23719621> is 
> having a special issue on the “intersection of the FAIR Principles and 
> Machine Learning, AI Readiness and AI Reproducibility” (invitation 
> only). There is an opportunity to submit an article on AI-readiness 
> from the data facility perspective, looking at progress and 
> challenges. Is anyone in the CDF community interested in making this a 
> group effort? Timeline is fairly tight: first draft by June 16.
>
> Best,
>
> -Karen
>
> <><><><><><><><><><><><><><><>
>
> Karen Stocks, PhD
>
> Director, Geological Data Center
>
> Scripps Institution of Oceanography
>
> +1 858-534-1898
>
> kstocks at ucsd.edu <mailto:kstocks at ucsd.edu>
>
> *From: *Schreiber, Lynne <lbschreiber at ucsd.edu>
> *Date: *Thursday, April 17, 2025 at 10:21 AM
> *To: *Stocks, Karen <kstocks at ucsd.edu>
> *Cc: *Kirkpatrick, Christine <christine at sdsc.edu>
> *Subject: *Invitation to submit an article for a special issue in AI 
> Magazine
>
> Dear Karen,
>
> As you may remember, we are organizing an invitation-only, special 
> issue for the Association for the Advancement of Artificial 
> Intelligence (AAAI)'s */AI Magazine 
> <https://onlinelibrary.wiley.com/journal/23719621>/*. This email is 
> your formal invitation to take part and we're hopeful you will accept 
> by using this link <https://forms.gle/AUCdunGVhFFq2wQv6>. We ask you 
> to let us know by April 30th and papers are due by June 16.  Any 
> revisions would be made by you during November.
>
> The FARR (FAIR in ML, AI-readiness and Reproducibility) Research 
> Coordination Network is seeking articles for a special issue 
> in<https://onlinelibrary.wiley.com/journal/23719621>*/AI Magazine 
> <https://onlinelibrary.wiley.com/journal/23719621>/* at the 
> intersection of the FAIR Principles and Machine Learning, AI Readiness 
> and AI Reproducibility.
>
> The special issue is interested in the following topics, with papers 
> ideally addressing both research and practice aspects of more than one 
> topic, and with other related topics also welcome:
>
>   * Improving AI reproducibility, and understanding sources of
>     irreproducibility
>   * FAIR data practices and leveraging large language models (LLMs)
>     for increasing the FAIRness of domain-specific applications
>   * Challenges and progress in making data AI-ready, including
>     automation in dataset preparation
>   * Defining and improving FAIR in the context of AI, such as for AI
>     models
>   * Metadata and AI, including potential standards for AI models
>   * Private AI models tailored to specific contexts
>   * Understanding and addressing gaps in standards and best practices
>     across various fields
>   * The role of institutional stakeholders, such as data repositories
>
> *See below for additional information regarding the special issue.*
>
> *Special Issue Editors*
>
>   * *Geoffrey Fox*, University of Virginia
>   * *Daniel S. Katz*, NCSA & SCDS & iSchool, University of Illinois
>     Urbana-Champaign
>   * *Christine R. Kirkpatrick*, SDSC, University of California San Diego
>   * *Yuhun (Douglas) Rao*, North Carolina Institute for Climate
>     Studies, North Carolina State University
>
> *Notes*
>
>   * Authors *Do Not* pay publication fees
>   * Articles are *open access*
>
> *Guidelines*
>
> AI Magazine prefers expository articles, 6000-9000 words in length 
> (including references and author biographies), without a lot of 
> mathematical formalism.
>
>   * Author guidelines
>     <https://onlinelibrary.wiley.com/page/journal/23719621/homepage/author-guidelines>
>
> *Tentative Schedule*
>
>   * *Intent to submit: April 30, 2025
>     <https://forms.gle/AUCdunGVhFFq2wQv6>*
>   * Papers due: June 16, 2025
>   * Reviews due: August 15, 2025
>   * Paper submission addressing comments: September 30, 2025
>   * 2nd reviews: October 31, 2025
>   * Final Papers: November 28, 2025
>   * Publication: Spring 2026
>
> We look forward to your contribution to this special issue in AI 
> Magazine. Please let us know if you have any questions.
>
> Kind regards,
>
> Lynne Schreiber and Christine Kirkpatrick
>
> https://www.farr-rcn.org/get-involved/ai-magazine 
> <https://www.farr-rcn.org/get-involved/ai-magazine>
>
>
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-- 
Dr. Kerstin A. Lehnert
Doherty Senior Research Scientist
Director, Geoinformatics Research Group
Director, Astromaterials Data System
Director, Interdisciplinary Earth Data Alliance
Lamont-Doherty Earth Observatory of Columbia University
61 Route 9W, Palisades, NY, 10964, USA
+1 (845) 365-8506
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