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    <p>Dear colleagues, </p>
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      <p>You are very welcome to contribute to our session "<b>Data-driven
          digital twins of the subsurface</b>" at the upcoming <b>GeoBerlin
          2023</b> (3-8 Sept). <br>
      </p>
      <p>We would appreciate if you can help us spread this information
        within your networks.</p>
      <p>Thank you very much in advance!<br>
      </p>
      <p>Judith <br>
      </p>
      <p>[On behalf of the conveners team]<br>
      </p>
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                                                          aria-selected="true"><span
class="actAsPara">4.7 Data-driven digital twins of the subsurface and
                                                          their
                                                          applications </span></span></span></span></span></b></font>
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                                                    bgcolor="#ffffff">Dear
                                                    colleague,<br>
                                                    <p>We would like<font
                                                        face="Arial"> to
                                                        cordially invite
                                                        you to submit an
                                                        abstract to the
                                                        <b>session 4.7</b>
                                                        in the frame of
                                                        the <b>GeoBerlin
                                                          2023</b>
                                                        conference.</font></p>
                                                    <p><font
                                                        face="Arial">Here,
                                                        you will have
                                                        the opportunity
                                                        of presenting a
                                                        <b>talk</b> or a
                                                        <b>poster</b>.</font></p>
                                                    <p><font
                                                        face="Arial">Each
                                                        abstract will
                                                        have a DOI and
                                                        will be
                                                        published in the
                                                        <b>DGGV media
                                                          library</b>.<br>
                                                      </font></p>
                                                    <p>Additionally,
                                                      students can take
                                                      part on the <b><span
                                                          id="u54653-57">students'
                                                          best poster
                                                          award!</span></b></p>
                                                    <p align="center"><font
                                                        color="#146287"><b>Abstract
                                                          submission
                                                          deadline</b><b
style="font-size:10.5pt">: Wednesday, 3 May 2023</b></font></p>
                                                    <p
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                                                      align="center"><a style="background:rgb(0,115,152);font-size:12pt;text-decoration-line:none;padding:0.15cm
                                                        1cm" target="_blank" moz-do-not-send="true" href="https://protect-au.mimecast.com/s/PddDCmO5glupj37qYiGbl4g?domain=geoberlin2023.de"><b><font
                                                          color="white">More
                                                          information</font></b></a></p>
                                                    Looking forward to
                                                    your contributions,<br>
                                                    <br>
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                                                          data-ibe-flags="txtStyleSrc"><span
class="actAsPara" id="u56058-11"><span id="u56058">Ángela María
                                                          Gómez-García,</span></span></span></span></span></span></span><span
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                                                          data-ibe-flags="txtStyleSrc"><span
class="actAsPara" id="u56058-11"><span id="u56058-3"> Judith Bott, Ajay
                                                          Kumar,</span></span></span></span></span></span></span><span
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class="actAsPara" id="u56058-11"><span id="u56058-5"> <br>
                                                          </span></span></span></span></span></span></span></div>
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                                                          data-ibe-flags="txtStyleSrc"><span
class="actAsPara" id="u56058-11"><span id="u56058-5">Magdalena
Scheck-Wenderoth and Mikhail Tsypin.</span><span id="u56058-6"></span><span
                                                          id="u56058-7"><br>
                                                          </span></span></span></span></span></span></span></div>
                                                    <p
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                                                          description</b></font><br>
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class="actAsPara">Subsurface utilization and the assessment of
                                                          associated
                                                          potential
                                                          seismic hazard
                                                          require robust
                                                          knowledge of
                                                          the rock
                                                          physical
                                                          properties, as
                                                          well as the
                                                          processes
                                                          controlling
                                                          state
                                                          variables,
                                                          pressure and
                                                          temperature,
                                                          from reservoir
                                                          to
                                                          lithospheric
                                                          scale. The
                                                          interpretation
                                                          of subsurface
                                                          observations
                                                          is often
                                                          non-unique due
                                                          to the scarce
                                                          data or
                                                          inherent
                                                          non-linearity.
                                                          Integration of
                                                          different
                                                          types of data
                                                          (e.g.,
                                                          geological,
                                                          well-log,
                                                          active and
                                                          passive
                                                          seismic,
                                                          potential
                                                          field, GNSS,
                                                          InSAR data)
                                                          and their
                                                          joint
                                                          inversion
                                                          allows to
                                                          narrow down
                                                          the solution
                                                          space, and
                                                          help to build
                                                          robust and
                                                          reliable
                                                          models of the
                                                          solid Earth,
                                                          useful for
                                                          process
                                                          simulations
                                                          and
                                                          predictions
                                                          beyond the
                                                          spatiotemporal
                                                          restrictions
                                                          of direct
                                                          observations.<br>
                                                          <br>
                                                          The data
                                                          integration
                                                          process,
                                                          however, is
                                                          challenging.
                                                          Direct
                                                          relationships
                                                          between
                                                          different
                                                          physical
                                                          properties are
                                                          mostly
                                                          empirical,
                                                          realistic
                                                          models are
                                                          complex, and
                                                          inversions
                                                          (including
                                                          sensitivity
                                                          tests) are
                                                          computationally
                                                          expensive.
                                                          Such
                                                          data-driven
                                                          integrative
                                                          digital twins
                                                          of the
                                                          subsurface are
                                                          the basis for
                                                          various
                                                          studies
                                                          targeted at,
                                                          for instance,
                                                          geothermal
                                                          energy,
                                                          groundwater
                                                          utilization,
                                                          energy and
                                                          waste storage,
                                                          mining, and
                                                          even
                                                          fundamental
                                                          geodynamic
                                                          questions.
                                                          With this
                                                          session, we
                                                          would like to
                                                          bring together
                                                          people from
                                                          various
                                                          disciplines to
                                                          exchange their
                                                          experience in
                                                          across-scales
                                                          data
                                                          integration
                                                          methods and
                                                          resulting
                                                          applications.
                                                          In particular,
                                                          we invite
                                                          contributions
                                                          that present
                                                          multidisciplinary
                                                          data
                                                          management and
                                                          visualization
                                                          software, as
                                                          well as
                                                          innovative
                                                          methods for
                                                          joint
                                                          inversion and
interpretation.</span><span class="actAsPara"></span></span></span></span></span></span></td>
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