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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>FAES-24 Open Workshop: Formal Methods and Generative AI for Embedded Software</title>
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<header>
<h1>FAES-24 Workshop: Formal Methods and Generative AI for Embedded Software</h1>
</header>
<div class="content">
<div class="note">
<p><strong>Note:</strong> This workshop has been finalized. Slides will still be posted.</p>
</div>
<h2>General Information</h2>
<p> In an era where the convergence of AI and embedded systems is transforming industries, we are excited to host an open workshop on "Formal Methods and Generative AI for Embedded Software". This event brings together leading researchers and experts to explore advancements at the intersection of embedded software, formal methods and generative AI. </p>
<p>
Through a series of presentations, this workshop will offer participants an opportunity to gain practical knowledge and real-world lessons from decades of AI innovation. With speakers covering topics from the latest in embedded software design to AI's role in standardization, attendees will walk away with actionable insights into how AI can enhance embedded systems engineering.
</p>
<p>
Join us as we delve deep into the future of AI-driven software development, learning from pioneers with extensive experience in both academia and industry.</p>
<p><strong>Location:</strong><a href="https://maps.google.com/maps?hl=en&gl=se&um=1&ie=UTF-8&fb=1&sa=X&ftid=0x465f12cf47fcda2d:0x650bbaa1170832ca "> Scania tekniskt centrum, Södertälje, Sweden</a>.</p>
<p><strong>Room:</strong> SSS.B117 08 HÖRSAL.</p>
<p><strong>Date:</strong> 24 October.</p>
<p><strong>Time:</strong> 09:30 - 16:00.</p>
<p><strong>Online Link:</strong> <a href="https://teams.microsoft.com/l/meetup-join/19%3ameeting_OGIxOTYzMmItZmE1NC00N2MxLTkxODItNzYxN2U2OTUyNzBi%40thread.v2/0?context=%7b%22Tid%22%3a%223bc062e4-ac9d-4c17-b4dd-3aad637ff1ac%22%2c%22Oid%22%3a%22f53d8ca4-4baf-4b35-aea7-e6a450c8cf3b%22%7d">here</a>.</p>
<h2>Workshop Overview</h2>
<p>This open workshop explores the intersection of formal methods and generative AI for embedded software, featuring talks on topics such as:</p>
<ul>
<li>Embedded Software Design & Updates</li>
<li>Neural Specification Synthesis</li>
<li>Generative AI and Standardization</li>
<li>CS and AI Experiences and Lessons</li>
<li>Open LLMs and Competitiveness</li>
<li>Execution-driven Differential Testing</li>
<li>Property-based Testing</li>
</ul>
<h2>Workshop Schedule</h2>
<table>
<thead>
<tr>
<th>Starting Time</th>
<th>Topic</th>
<th>Speaker & Affiliation</th>
<th>Title</th>
<th>Slides</th>
</tr>
</thead>
<tbody>
<tr>
<td>09:30 - 10:00</td>
<td>Arrival and Fika</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>10:00 - 10:15</td>
<td>Introduction and welcome</td>
<td>Adjun. Prof. Mattias Nyberg - Scania</td>
<td></td>
<td><a href="Presentations/Mattias Nybeg - Welcome, Posters & Panel dicussion.pptx">Download Slides</a></td>
</tr>
<tr>
<td>10:15 - 10:45</td>
<td>Presentation 1</td>
<td>Dr. Sanjit Roy and Duc Anh - Uppsala University</td>
<td>MIMOS: Embedded Software Design & Updates</td>
<td>To be posted</td>
</tr>
<tr>
<td>10:45 - 11:15</td>
<td>Presentation 2</td>
<td>Prof. Wolfgang Ahrendt - Chalmers University of Technology</td>
<td>Specify What? Enhancing Neural Specification Synthesis by Symbolic Methods</td>
<td>To be posted</td>
</tr>
<tr>
<td>11:15 - 11:45</td>
<td>Presentation 3</td>
<td>Prof. Miroslaw Staron - Chalmers University of Technology</td>
<td>Generative AI in standardization - from standards to requirements</td>
<td><a href="Presentations/Miroslaw Staron - GenAI Accelerates Standardization Scania public.pdf">Download Slides</a></td>
</tr>
<tr>
<td>11:45 - 12:00</td>
<td>Poster presentations</td>
<td></td>
<td></td>
<td><a href="Presentations/Mattias Nybeg - Welcome, Posters & Panel dicussion.pptx">Download Slides</a></td>
</tr>
<tr>
<td>12:00 - 13:00</td>
<td>Mingle lunch with posters</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>13:00 - 13:30</td>
<td>Presentation 4</td>
<td>Prof. Kary Främling - Umeå University</td>
<td>Been there, done that: Anecdotes and lessons learned from 40 years with CS and AI</td>
<td><a href="Presentations/Kary Främling - Been there, done that, Anecdotes and lessons learned from 40 years with CS and AI.pptx">Download Slides</a></td>
</tr>
<tr>
<td>13:30 - 14:00</td>
<td>Presentation 5</td>
<td>Dr. Magnus Sahlgren - AI Sweden</td>
<td>Open LLMs and European competitiveness</td>
<td><a href="Presentations/AISweden - The state of open LLMs in Europe - the Nordic perspective.pptx">Download Slides</a></td>
</tr>
<tr>
<td>14:00 - 14:30</td>
<td>Presentation 6</td>
<td>Khashayar Etemadi Someoliayi - KTH Royal Institute of Technology</td>
<td>Mokav: Execution-driven Differential Testing with LLMs</td>
<td><a href="Presentations/Khashayar Etemadi - Mokav Execution-driven Differential Testing with LLMs.pdf">Download Slides</a></td>
</tr>
<tr>
<td>14:30 - 15:00</td>
<td>Fika</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>15:00 - 15:30</td>
<td>Presentation 7</td>
<td>Prof. John Hughes - Quviq AB/Chalmers University of Technology</td>
<td>Property-based testing of embedded systems</td>
<td><a href="Presentations/John Hughes - Property based testing of embedded systems.pptx">Download Slides</a></td>
</tr>
<tr>
<td>15:30 - 16:00</td>
<td>Panel discussion</td>
<td>Moderated by Prof. Dilian Gurov - KTH Royal Institute of Technology</td>
<td>The future of AI-driven embedded software development</td>
<td><a href="Presentations/Mattias Nybeg - Welcome, Posters & Panel dicussion.pptx">Download Slides</a></td>
</tr>
<tr>
<td>16:00</td>
<td>End Workshop</td>
<td></td>
<td></td>
<td></td>
</tr>
</tbody>
</table>
<h2>Posters</h2>
<table>
<thead>
<tr>
<th>Presenter</th>
<th>Title</th>
</tr>
</thead>
<tbody>
<tr>
<td>Merlijn Sevenhuijsen</td>
<td>Effectiveness of Generating Formally Verified C code using Large Language Models</td>
</tr>
<tr>
<td>Gustav Ung</td>
<td>Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software</td>
</tr>
<tr>
<td>Jesper Amilon</td>
<td>Statistical Verification of Programs with Floating-Point Arithmetic</td>
</tr>
<tr>
<td>Anton Hampus</td>
<td>Formally Verifying Probabilistic Requirements Breakdowns</td>
</tr>
<tr>
<td>Ola Wingbrant</td>
<td>AutoDeduct, a toolchain for automated deductive verification</td>
</tr>
<tr>
<td>Liv Kåreborn</td>
<td>Investigating Open Source LLMs for Code Generation</td>
</tr>
</tbody>
</table>
<h2>Participation</h2>
<p><strong>Registration:</strong> In-person registration is closed; all participants who previously registered for in-person participation have gotten a spot. Online participation is possible through <a href="https://teams.microsoft.com/l/meetup-join/19%3ameeting_OGIxOTYzMmItZmE1NC00N2MxLTkxODItNzYxN2U2OTUyNzBi%40thread.v2/0?context=%7b%22Tid%22%3a%223bc062e4-ac9d-4c17-b4dd-3aad637ff1ac%22%2c%22Oid%22%3a%22f53d8ca4-4baf-4b35-aea7-e6a450c8cf3b%22%7d">this link</a>.</p>
<p><strong>Parking:</strong> Guest parking is available at the venue. Please mention your vehicle to the reception of Scania Tekniskt Centrum upon arrival.</p>
<p><strong>WiFi:</strong> WiFi needs to be provided by the participant. If you require guest WiFi, please contact <a href="mailto:merlijn.sevenhuijsen@scania.com">merlijn.sevenhuijsen@scania.com</a>.</p>
</div>
<footer>
<p>FAES-24 Workshop | Scania | October 24, 2024</p>
<p>Contact us through e-mail: merlijn.sevenhuijsen@scania.com</p>
</footer>
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