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<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">Dear Colleagues,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">We would like to bring to your attention that we are organizing the <i><a href="https://xai4sci.github.io/">XAI4Sci: Explainable machine learning for sciences</a></i> workshop
at the upcoming <a href="https://aaai.org/aaai-conference/">38th AAAI Conference on Artificial Intelligence</a> (AAAI-24) meeting (to be held in person in Vancouver, Canada). The event will take place on February 26, 2024.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">The <i>XAI4Sci</i> workshop aims to bring together a diverse community of researchers and practitioners working at the interface of science and machine learning to discuss
the unique and pressing needs for explainable machine learning models in support of science and scientific discovery. These needs include the ability to (1) leverage machine learning as a tool to make measurements and perform other activities in a manner comprehensible
to and verifiable by the working scientists, and (2) enable scientists to utilize the explanations of the machine learning models in order to generate new hypotheses and to further knowledge of the underlying science.<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">For more information about the workshop as well as the workshop proceedings please refer to the workshop
<a href="https://xai4sci.github.io/">website</a>. Please, feel free to share this announcement with students, postdocs, and with colleagues who might be interested in the event. We attach to this email the “Call for participation” describing the event in more
detail as well as “Call for papers.”<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">Please, let us know if you have any questions. <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">Sincerely,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual">Justyna Zwolak (NIST), Craig Greenberg (NIST), and Rich Caruana (Microsoft)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;mso-ligatures:standardcontextual"> <o:p></o:p></span></p>
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