https://chayanchatterjee.com/tag/physics-informed-ai/Physics-informed AIWowchemy (https://wowchemy.com)en-usFri, 10 Jul 2026 00:00:00 +0000https://chayanchatterjee.com/media/icon_hu893f8f5c2fd565b3b8f53fe35f6c2a2b_550131_512x512_fill_lanczos_center_3.pnghttps://chayanchatterjee.com/tag/physics-informed-ai/https://chayanchatterjee.com/publication/multimessenger_ai/Fri, 10 Jul 2026 00:00:00 +0000https://chayanchatterjee.com/publication/multimessenger_ai/<p>This Perspective grew out of the 2025 Vanderbilt workshop &ldquo;Multimessenger Astronomy in the Era of Foundational AI&rdquo; and frames multimessenger astronomy as a two-way opportunity: AI can help coordinate observations, accelerate inference and identify anomalies, while physically governed multimessenger data can help test whether frontier AI systems reason reliably about the natural world.</p> <table> <thead> <tr> <th style="text-align:center"> <figure > <div class="d-flex justify-content-center"> <div class="w-100" ><img alt="Fig. 2 from the Nature Astronomy Perspective showing the projected multimessenger astronomy data surge through 2041" srcset=" /publication/multimessenger_ai/featured_hu0c254996f1d8d9249c3682a489af77f5_1469897_3800186b496b6ab78f734acd8dc4b563.webp 400w, /publication/multimessenger_ai/featured_hu0c254996f1d8d9249c3682a489af77f5_1469897_55198741fe8ce6b54ef36063337631c3.webp 760w, /publication/multimessenger_ai/featured_hu0c254996f1d8d9249c3682a489af77f5_1469897_1200x1200_fit_q75_h2_lanczos_3.webp 1200w" src="https://chayanchatterjee.com/publication/multimessenger_ai/featured_hu0c254996f1d8d9249c3682a489af77f5_1469897_3800186b496b6ab78f734acd8dc4b563.webp" width="760" height="645" loading="lazy" data-zoomable /></div> </div></figure> </th> </tr> </thead> <tbody> <tr> <td style="text-align:center"><em>Fig. 2: MMA&rsquo;s data surge through 2041. The figure shows projected cumulative spacetime volume across messenger channels and the corresponding growth in observed binary neutron star multimessenger events.</em></td> </tr> </tbody> </table>