<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1">
<style type="text/css" style="display:none;"> P {margin-top:0;margin-bottom:0;} </style>
</head>
<body dir="ltr">
<span style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);"><b>Big ICICLE Release 2024-09</b></span>
<div class="elementToProof" style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
The ICICLE team aims to build the next generation Cyberinfrastructure (CI) to render Artificial Intelligence (AI) more accessible to everyone and to drive its democratization further in solving larger societal problems.</div>
<div style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
It is with great pleasure that we announce this <b><i>2024-09</i></b> release of ICICLE CI components.</div>
<div style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
This release includes the following components:</div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>New to ICICLE CI Catalog</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Intelligent Cyberinfrastructure</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>AI Foundations</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/OSU-slatelab/SpeechGUI-AlignmentFramewor" id="OWA8584785f-fa45-9dc8-473b-316e42fa6199" class="OWAAutoLink">Plug-N-Play Speech Interfaces v1.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Plug and play components for speech front ends, including wakeword detection, transcription, and endpoint detection</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>AI for CI-for-AI</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://colab.research.google.com/drive/1bCfPnasMrgJhW53ZC2wxb-7Ogck43TrO?usp=sharing" id="OWA35115d6e-d747-c3c9-dc5e-2e40e337cfd2" class="OWAAutoLink">Intelligence Plane with Smart Scheduler Use Case v0.0.1</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
A jupyter notebook to try all IntelligencePlane and Smart Scheduler services. These services were hosted on a server that facilitates the creation of new monitoring topics and job scheduling. The jobs are monitored by IntelligencePlane, which tracks their performance
and utilization, and reschedules them based on the data captured from the monitoring topics.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>CI-for-AI</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/icicle-ai/ArrayMorph" id="OWA8ab4a8a5-fa1e-78e4-cc9e-c37a1541aa97" class="OWAAutoLink">ArrayMorph For Cloud HDF5 v1.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
ArrayMorph stores and retrieves HDF5 data from the AWS S3 cloud object store</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/ICICLE-ai/ProfilingCompiler" id="OWA9f9712d2-60f0-1ad7-ef24-a78eff304831" class="OWAAutoLink">Profiling Compiler v1.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
The Profiling compiler V1.0 collects critical data such as loop upper bounds, data types, the number of mathematical operations, and other static features to enhance performance insights.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Privacy, Accountability, and Data Integrity</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/ICICLE-ai/AUTOLYCUS" id="OWA4a381dd4-0e29-a9ea-6549-161ed7314ef7" class="OWAAutoLink">AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
a novel retraining (learning) based model extraction attack framework against interpretable models under black-box settings.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Reference Architecture</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/icicle-ai/CI-Components-Catalog/blob/master/architecture/architecture-component-schema.yaml" id="OWA97e4503c-b5a3-de93-cadf-0d97c3d633ac" class="OWAAutoLink">Reference Architecture Data Schema v0.1.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Data schema for describing the architecture of a component in the ICICLE component catalog.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Software Architecture and Design</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://icicleai.tapis.io/#/ml-hub/" id="OWA7151133c-5168-b4e6-52d8-4c1ceec5b7fa" class="OWAAutoLink">Tapis ML-Hub v0.2.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Hosted, browser-based user interface for interacting with HuggingFace models, datasets, and inference servers.</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://tapis.readthedocs.io/en/latest/technical/workflows.html" id="OWA054308d2-4896-f345-0398-4d97dd8df2ac" class="OWAAutoLink">Tapis Workflows Service v1.7.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
The Workflows Service is an API and Workflow Engine with which Tapis users can create and execute their research computing workflows.</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/icicle-ai/ct-controller" id="OWA3a63a785-b913-10b5-1fe3-81440f1d350a" class="OWAAutoLink">CT-Controller v0.1</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
A tool to manage the provisioning and de-provisioning of remote hardware using OpenStack and SSH as well as the setup, deployment, and cleanup of software.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Use Inspired Science</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Animal Ecology</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://icicleai.tapis.io" id="OWAe0b2b85e-e348-221e-c708-ce496d1863e3" class="OWAAutoLink">Camera Traps Edge Simulator Dashboard v0.3.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
TapisUI integrated dashboard for analyzing edge-to-center tradeoffs within the Camera Traps project, making use of Tapis Jobs for function calls.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Digital Agriculture</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://icicle.osu.edu/media/document/2024-09-13/harvest-user-guide.pdf" id="OWAfa688a42-01b6-e04f-4d8c-61c0c5896bbc" class="OWAAutoLink">HARVEST v0.9</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Harvest is a novel tool designed to democratize AI for Digital Agriculture. It Combines Geospatial data preprocessing, Semi-Supervised Learning, Inferencing, and Visualization. Allowing users to quickly get insights into ground conditions.</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://go.osu.edu/icicle-installopenpass" id="OWAfd7c47f1-e80d-2ad8-2cb4-488610bab4e3" class="OWAAutoLink">OpenPass v1.0.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
OpenPASS provides a platform to launch easy-use pre-built missions for unmanned aerial vehicles with AI integration.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>ICICLE CI Components Changelog</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Intelligent Cyberinfrastructure</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Software Architecture and Design</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://icicleai.tapis.io" id="OWA99137449-b1c2-531a-1d80-91d5556b9622" class="OWAAutoLink">Base ICICLE Tapis Software</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Implied authentication with new <b>icicleai</b> namespace which supports globus login</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://icicleai.tapis.io" id="OWAcee148b1-aa19-b940-e512-989540d7015a" class="OWAAutoLink">TapisUI v1.7.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Integrated new authentication methods</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Moved to a plugin based architecture for manageable component integration</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Added Pods Service Volumes/Images/Templates/Snapshots to UI with preliminary creation and listings</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Added Workflows task editor, visualization, and new pipeline features</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Redesigned sidebar, breadcrumbs, and most primary interfaces</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Updated Edge Simulator Dashboard</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Added preliminary CKN, Training Catalog, Visual Analytics, and OpenPASS integrations</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Update of core libraries and reorganization of repository for easier development</li></ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://tapis.readthedocs.io/en/latest/technical/pods.html" id="OWA56c35595-afc8-3d77-4184-12bc6610671e" class="OWAAutoLink">Tapis Pods Service v1.7.0</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Changed CORS for tapis-ui integration.</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Added auto saving openapi.json, removing manual step of copy/paste.</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Updating openapi.json.</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Added dev_tools useful links to <code>make vars</code>.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Use Inspired Science</b></div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Animal Ecology</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://github.com/tapis-project/camera-traps" id="OWAb3bd2c80-b20a-e9da-e258-87a0f80d8b17" class="OWAAutoLink">Camera Traps Edge Simulator v0.3.3</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Implementation of power monitoring plugin for x86 and ARM architectures.</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Implementation of oracle plugin to analyze simulation results.</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Various bug fixes.</li></ul>
</ul>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Smart Foodsheds</b></div>
<ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b><a href="https://vadash.pods.icicleai.tapis.io" id="OWAb2510650-b85f-f996-768e-552b7ac1f279" class="OWAAutoLink">Smart Foodsheds Visual Analytics (VA) Dashboard v0.4</a></b>
</li><ul>
<li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Allowing Natural Language Queries via Text2Query Interface</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Receiving exploratory answers for a user query utilizing LLMs and visualizing the pipeline for explainability</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Direct answer retrieval via the text 2 query module</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Multiple view types (table viewer and graph viewer) are available including data flows between them</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Table viewer allows for selective data display and graph viewer allows interaction with PPOD KG</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
SPARQL Editor and executor to retrieve data from endpoints</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
VegaLite visualizer for geographic data</li></ul>
</ul>
<div style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
The ICICLE team is committed to delivering the best software and CI components. We welcome your feedback and suggestions for future releases. A list of all ICICLE components can be found on our website under
<a href="https://icicle.ai/cyberinfrastructure/software" id="OWAba618aa7-8463-7297-e9ef-a63dcdbd3070" class="OWAAutoLink">
CI & Software</a></div>
<div style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Please subscribe to <a href="https://lists.osu.edu/mailman/listinfo/icicle-discuss" id="OWA604fe9c9-2abf-9520-07fa-11e3d11ec1b1" class="OWAAutoLink">
icicle-discuss</a> and post to discuss all installation/build problems, performance issues, features and other miscellaneous questions related to the different software and CI components of the ICICLE project. You are welcome to post patches and enhancements
to the released components.</div>
<div style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
Subscribe to our mailing list <a href="https://lists.osu.edu/mailman/listinfo/icicle-announce" id="OWA0fa4903c-c62e-91a2-6ca1-8141f511d154" class="OWAAutoLink">
icicle-announce</a> to stay up to date on the latest ICICLE news and releases.</div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<b>Acknowledgements</b></div>
<div class="elementToProof" style="margin-top: 1em; margin-bottom: 1em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 11pt; color: rgb(0, 0, 0);">
<i>This release is brought to you by the National Science Foundation (NSF) funded AI institute for Intelligent Cyberinfrastructure with Computational Learning in the Environment (ICICLE) (OAC 2112606)</i></div>
</body>
</html>