techhub.social is one of the many independent Mastodon servers you can use to participate in the fediverse.
A hub primarily for passionate technologists, but everyone is welcome

Administered by:

Server stats:

4.6K
active users

#ai4pex

0 posts0 participants0 posts today
AI4PEX<p>🚀 First General Assembly for <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> in Lund!<br>Last month partners from across Europe met to advance <a href="https://mastodon.social/tags/EarthSystemModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthSystemModels</span></a> with <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a>, <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> &amp; <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthObservation</span></a>. 4 days packed with: <br>✨ Shaping benchmarking tools <br>🛠 Reviewing progress &amp; syncing milestones <br>🌍 Boosting outreach &amp; community building <br>🤝 Hands-on collaboration </p><p>Big thanks to Lund University for hosting &amp; to all driving this forward!<br>👉 www.ai4pex.org</p><p><a href="https://mastodon.social/tags/Climate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Climate</span></a> <a href="https://mastodon.social/tags/HorizonEU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HorizonEU</span></a></p>
AI4PEX<p>Fourth and last day of our <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> GA is again reserved for workshops.<br>Moderated by Fangfei Lan from UNIL we spend the morning focusing on Neural Operater Learning. In the afternoon, we build our own hybrid model using the SINDBAD modeling framework, led by Nuno Carvalhais from MPG-BGC. </p><p><a href="https://mastodon.social/tags/CINEA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CINEA</span></a> <a href="https://mastodon.social/tags/ESMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESMs</span></a></p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> General Assembly Day 2: starting the day with in-depth scientific talks and a poster session on the main projects achievements of the last year, before we split into groups to discuss in more detail the next steps for the atmosphere, ocean and land teams. <br>In the evening we went to see the Kulturen Open Air Museum, traveling back in time, immersing in the history of the region.</p><p><a href="https://mastodon.social/tags/CINEA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CINEA</span></a> <a href="https://mastodon.social/tags/HorizonEU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HorizonEU</span></a></p>
AI4PEX<p>Today we are kicking off the 1st <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> General Assembly in Lund, Sweden, hosted by Lund University. Within the next 4 days we will talk about achievements, discuss on methods and plan the work for the next year, while getting closer, building trust and turning our team into a project family. </p><p>Today, we started with a workshop on Doing Interdisciplinarity to set the stage for an effective communication across disciplinary boundaries, moderated by Catrin Finkenauer from Utrecht University.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> &amp; <a href="https://mastodon.social/tags/EXPECT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EXPECT</span></a> joining forces to improve prediction of Climate Extremes in <a href="https://mastodon.social/tags/ESMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESMs</span></a></p><p>Fantastic momentum at <a href="https://mastodon.social/tags/EGU25" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EGU25</span></a>! Teams from two <a href="https://mastodon.social/tags/HorizonEU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HorizonEU</span></a> projects came together for a Splinter Meeting to explore synergies and plan future collaboration.</p><p>Next steps? We're aiming for a joint hackathon and an ECR meeting to build stronger connections and drive innovation across projects. Stay tuned—exciting things ahead!</p><p><a href="https://mastodon.social/tags/CINEA_EU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CINEA_EU</span></a> <a href="https://mastodon.social/tags/ESM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESM</span></a> <a href="https://mastodon.social/tags/ClimateResearchNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateResearchNet</span></a> <a href="https://mastodon.social/tags/ClimateScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateScience</span></a> <a href="https://mastodon.social/tags/ResearchInnovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ResearchInnovation</span></a></p>
AI4PEX<p>🎆 Happy New Year 2025! ✨</p><p>This year <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> goal is to improve the representation of three important processes in climate models:</p><p>(i) the response of tropical and subtropical low clouds to <a href="https://mastodon.social/tags/warming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>warming</span></a>;<br>(ii) the vegetation response to increased CO2;<br>(iii) role of mesoscale processes (<a href="https://mastodon.social/tags/eddies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eddies</span></a>) in the ocean.</p>
AI4PEX<p>🎄 <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> wishes you a wonderful holiday season and a prosperous New Year!</p>
AI4PEX<p>📢Exciting news! <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> is now on Bluesky!</p><p>👉Connect with us at ai4pex.bsky.social for the latest project news and stay up to date with our research. </p><p><a href="https://mastodon.social/tags/ClimateResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateResearch</span></a> <a href="https://mastodon.social/tags/HorizonEU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HorizonEU</span></a> <a href="https://mastodon.social/tags/Bluesky" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bluesky</span></a> <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthObservation</span></a> <a href="https://mastodon.social/tags/EarthSystemModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthSystemModels</span></a></p>
AI4PEX<p>Happy to share that <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> has been featured in a new publication from the EU Research and Innovation highlighting 19 Horizon Europe projects that use artificial intelligence technology in current <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthObservation</span></a> research activities. The report highlights various research tasks, views on what AI can offer, as well as the benefits, the risks and the limitations.<br>👉 Read more: <a href="https://op.europa.eu/en/publication-detail/-/publication/20cd754a-8523-11ef-a67d-01aa75ed71a1/language-en" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">op.europa.eu/en/publication-de</span><span class="invisible">tail/-/publication/20cd754a-8523-11ef-a67d-01aa75ed71a1/language-en</span></a></p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> will tackle these challenges through a multidisciplinary framework focusing on processes controlling responses in the Atmosphere, Ocean and Land, and constraining key model process parameterisations to reliably represent how they are seen to operate in observations.</p>
AI4PEX<p>21. <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 9: Coupling.</p><p>We will couple, tune and evaluate the new <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a>-enhanced component models of the land, ocean and atmosphere to <a href="https://mastodon.social/tags/ESMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESMs</span></a> as more realistic component models are the first step towards improved projections of the future <a href="https://mastodon.social/tags/EarthSystem" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthSystem</span></a>.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 8: Projections<br>AI4PEX aims to deliver improved <a href="https://mastodon.social/tags/climateprojections" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climateprojections</span></a> of changes in the regimes of <a href="https://mastodon.social/tags/ExtremeEvents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExtremeEvents</span></a> and associated impacts from the next generation of <a href="https://mastodon.social/tags/ESMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESMs</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a>-enhanced and grounded on <a href="https://mastodon.social/tags/earthobservations" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>earthobservations</span></a>.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 7: Extremes 🌊☀️🔥🌧️.</p><p>We support understanding the recent trends in <a href="https://mastodon.social/tags/ExtremeWeather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExtremeWeather</span></a>, such as prolonged <a href="https://mastodon.social/tags/Droughts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Droughts</span></a> and <a href="https://mastodon.social/tags/heatwaves" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>heatwaves</span></a>, with the consequential intensification of <a href="https://mastodon.social/tags/wildfire" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wildfire</span></a> weather, as well as the increases in <a href="https://mastodon.social/tags/ExtremeRainfall" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExtremeRainfall</span></a> regimes and <a href="https://mastodon.social/tags/Floods" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Floods</span></a>.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 6: Uncertainty Quantification</p><p>To overcome the limitations of traditional manual calibration methods, such as high computational costs and slow iterative processes, we improve uncertainty quantification by leveraging on Perturbed Parameter Ensemble.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 5: Land</p><p>We build <a href="https://mastodon.social/tags/hybridmodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hybridmodels</span></a> representing short-to-long-term responses of <a href="https://mastodon.social/tags/TerrestrialEcosystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TerrestrialEcosystems</span></a> to changes in climate and atmospheric CO2, improve the vegetation response to water and heat stress and temperature sensitivity of decomposition in soils.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 4: <a href="https://mastodon.social/tags/Ocean" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ocean</span></a><br>We will improve the representation of ocean-related feedbacks on climate dynamics by<br>- joint reconstruction of ocean heat and C fluxes<br>- including ocean mesoscale processes (eddies)<br>- computationally-efficient emulation of ocean biogeochemistry</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 3: Atmosphere</p><p>We will build new data-driven, yet physics-aware, ML-based <a href="https://mastodon.social/tags/hybridmodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hybridmodels</span></a> to better represent <a href="https://mastodon.social/tags/CloudFeedbacks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CloudFeedbacks</span></a> and related atmospheric processes with special focus on subtropical low clouds.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 2: Model Development</p><p>To develop better <a href="https://mastodon.social/tags/EarthSystemModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthSystemModels</span></a> we will expand the use of <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthObservation</span></a> in combination with <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a>. We focus on explainability of <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> models and causality to better identify model-observations mismatch.</p>
AI4PEX<p><a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> research focus 1: <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthObservation</span></a></p><p>We use existing in-situ observations and satellite data to generate new upscaled <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a>-based products, and cross-check for with the <a href="https://mastodon.social/tags/Copernicus" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Copernicus</span></a> land, ocean and atmospheric datasets.</p><p><a href="https://mastodon.social/tags/EarthSystemModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthSystemModels</span></a> <a href="https://mastodon.social/tags/climatescience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climatescience</span></a></p>
AI4PEX<p>Are you wondering how <a href="https://mastodon.social/tags/AI4PEX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI4PEX</span></a> plans to overcome uncertainties in <a href="https://mastodon.social/tags/ESMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESMs</span></a> and how to improve <a href="https://mastodon.social/tags/climateprojections" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climateprojections</span></a> in the future? <br>Over the next weeks, we will introduce you to the main research tasks of our project, which will ultimately result in an improved <a href="https://mastodon.social/tags/ESM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ESM</span></a>.</p><p>🚀 Stay tuned!</p>