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<h3 dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 14pt; margin-bottom: 4pt;">
<span style="font-size: 13pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Call
for papers</span></h3>
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Workshop
for Causal Inference for Time Series Data at UAI 2023, Pittsburgh, USA: </span></p>
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<a href="https://sites.google.com/view/ci4ts2023/home" style="text-decoration: none;"><span style="font-size: 11pt; font-family: Arial; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">https://sites.google.com/view/ci4ts2023/home</span></a></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
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<span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Important
Dates</span></p>
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 12pt; margin-bottom: 12pt;">
<span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Paper
submission deadline: </span><span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">May
31, 2023 23:59 AoE</span><span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><br>
</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Notification
to authors: </span><span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">July
4, 2023 23:59 AoE</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><br>
</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Workshop
date: </span><span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">August
4, 2023</span></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Topic
and motivation</span></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Many
important research questions involve causation in systems for which direct experimentation is expensive, unethical or quite simply impossible. Examples include the Earth system, the human brain, socio-economic systems, epidemiology and industrial processes.
Research on causal inference aims to provide both theoretical foundations and practical methods that can use domain knowledge and observational or experimental data to learn and quantify possible causal relationships between the variables of interest. Most
real world data comes in the form of </span><span style="font-size: 11pt; font-family: Arial; font-style: italic; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">time
series</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
which pose special difficulties for causal inference, and have been the subject of statistical study since the beginning of the 20th century. To deal with the challenges posed by time series data, several theoretical frameworks and practical methods have been
developed, each based on their own set of underlying assumptions. Some of these approaches rely on the theory of continuous-time dynamical systems, others make use of results on stochastic processes or adapt the constraint-based approach to causality to time
series data. Although recent works have made advances on several fronts, many challenges remain and causal inference for time series is arguably still a
</span><span style="font-size: 11pt; font-family: Arial; background-color: rgb(255, 255, 255); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">relatively
underexplored area of research.</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"> </span></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-family: Arial; background-color: rgb(255, 255, 255); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">In
this workshop, we aim to bring together</span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">
leading researchers and new investigators on causal inference for time series, as well as
</span><span style="font-size: 11pt; font-family: Arial; background-color: rgb(255, 255, 255); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">experts
in dynamical systems and stochastic processes. </span></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-family: Arial; background-color: rgb(255, 255, 255); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">We
welcome any contributions on ongoing research at the interface of causality and time series modeling, including but not limited to: </span></p>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<ul style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;">
<li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Causal structure learning
on time series data</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Causal effect estimation,
from adjustment to do-calculus, on time series</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Counterfactual reasoning
on time series</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Interventions for
time-dependent causal models</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Time series root cause
analysis </span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Causal representation
learning for time series</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Causal modeling of
time-scale or frequency-dependent relations</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Frequency-space causal
inference and structure learning</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Dynamical systems-based
causal inference</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Stochastic process-based
causal inference</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Benchmarks simulating
real-world challenges</span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre; margin-left: 36pt;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 11pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Example applications
from different scientific domains (Earth sciences, neuroscience, economy, etc)</span></p>
</li></ul>
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<br style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0);">
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.2; text-align: justify; margin-top: 12pt; margin-bottom: 12pt;">
<span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Submission
instructions</span></p>
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 12pt; margin-bottom: 12pt;">
<span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">We
invite submissions on on-going research that have not yet been published in a venue with proceedings. While we welcome unfinished work, submissions in this track should contain original ideas, new connections between research fields, or novel results. The
main body of the submission,including figures and tables, must not exceed 8 pages plus one additional page for references. There is no page restriction for supplementary material. Reviewers will be asked to judge the main body of the paper and will not be
required to read the supplementary material. </span><span style="font-size: 11pt; font-family: Roboto, sans-serif; color: rgb(33, 33, 33); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Papers
should be submitted anonymously to the </span><a href="https://openreview.net/group?id=auai.org/UAI/2023/CI4TS" style="text-decoration: none;"><span style="font-size: 11pt; font-family: Roboto, sans-serif; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">OpenReview
submission portal</span></a><span style="font-size: 11pt; font-family: Roboto, sans-serif; color: rgb(33, 33, 33); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">
as a single pdf formatted using </span><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">the
</span><a href="https://www.auai.org/uai2023/submission_instructions" style="text-decoration: none;"><span style="font-size: 11pt; font-family: Arial; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">workshop’s
latex style file</span></a><span style="font-size: 11pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">.
All papers will undergo double-blind peer review. A subset of the accepted papers will be invited for a contributed talk; all other accepted papers will be invited to be presented at the poster sessions. The workshop will not have proceedings.</span></p>
<p dir="ltr" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); line-height: 1.38; text-align: justify; margin-top: 12pt; margin-bottom: 12pt;">
<span style="font-size: 11pt; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Organizers</span></p>
<ul style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); margin-top: 0px; margin-bottom: 0px; padding-inline-start: 48px;">
<li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Jakob Runge</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">1,2</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="mailto:jakob.runge@dlr.de">jakob.runge@dlr.de</a>, <a href="https://climateinformaticslab.com/about/">
https://climateinformaticslab.com/about/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Urmi Ninad</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">2</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:urmi.ninad@tu-berlin.de">urmi.ninad@tu-berlin.de</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="https://climateinformaticslab.com/about/">https://climateinformaticslab.com/about/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Jonas Wahl</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">2</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:wahl@tu-berlin.de">wahl@tu-berlin.de</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a href="https://jonaswahl.com/" style="text-decoration: none;"><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">https://jonaswahl.com/</span></a></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Andreas Gerhardus</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">1</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:andreas.gerhardus@dlr.de">andreas.gerhardus@dlr.de</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="https://climateinformaticslab.com/about/">https://climateinformaticslab.com/about/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Sara Magliacane</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">3,4</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:s.magliacane@uva.nl">s.magliacane@uva.nl</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="https://saramagliacane.github.io/">https://saramagliacane.github.io/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Charles Assaad</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">5</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:cassaad@easyvista.com">cassaad@easyvista.com</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="https://ckassaad.github.io/">https://ckassaad.github.io/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Tom Claassen</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">6</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:tom.claassen@ru.nl">tom.claassen@ru.nl</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="http://www.cs.ru.nl/~tomc/">http://www.cs.ru.nl/~tomc/</a></span></p>
</li><li dir="ltr" aria-level="1" style="list-style-type: disc; font-size: 10pt; font-family: Arial; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre;">
<p dir="ltr" role="presentation" style="line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;">
<span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">Clark Glymour</span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;"><span style="font-size: 0.6em; vertical-align: super;">7</span></span><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
</span><a><span style="font-size: 10pt; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; text-decoration: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"></span></a><a href="mailto:cg09@andrew.cmu.edu">cg09@andrew.cmu.edu</a><span style="font-size: 10pt; font-variant-ligatures: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-position: normal; vertical-align: baseline; white-space: pre-wrap;">,
<a href="https://www.cmu.edu/dietrich/philosophy/people/emeritus/glymour.html">https://www.cmu.edu/dietrich/philosophy/people/emeritus/glymour.html</a></span></p>
</li></ul>
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