<div dir="ltr"><font color="#000000">Dear colleagues,<br></font><div><font color="#000000"><br></font></div><div><p style="box-sizing:border-box;margin:0px 0px 1em;padding:0px;font-family:Roboto,sans-serif;line-height:inherit"><font color="#000000">We seek to fill a postdoctoral position at NYU <a href="https://cims.nyu.edu/dynamic/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">Courant</a> and <a href="https://cds.nyu.edu/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">CDS</a>, as part of <a href="https://m2lines.github.io/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">M²LInES</a> (Multiscale Machine Learning In Coupled Earth System Modeling). This is an international effort to further our understanding of the climate system and improve climate models with scientific machine learning by reducing biases at the air-sea interface. M²LInES includes climate scientists, numerical modelers, and machine learning experts at NYU, Princeton, Columbia, MIT, Lamont, GFDL, NCAR, IPSL, IGE. </font></p><p style="box-sizing:border-box;margin:0px 0px 1em;padding:0px;font-family:Roboto,sans-serif;line-height:inherit"><font color="#000000">The postdoctoral associate will focus on improving our understanding of ocean processes which influence global climate, in particular patterns of sea surface temperatures and heat uptake. The project will focus on using methods such as equation discovery to learn new physics and develop subgrid parameterizations of ocean processes (e.g., <a href="https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2020GL088376" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">Zanna & Bolton, 2020</a>; or <a href="https://www.essoar.org/doi/10.1002/essoar.10511742.2" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">Ross et al., 2022</a>) to ensure interpretability, and easy implementation in global models. The postdoctoral researcher will work under the supervision of<a href="https://laurezanna.github.io/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit"> Prof Laure Zanna</a> and is expected to collaborate with other members of M²LInES. </font></p><p style="box-sizing:border-box;margin:0px 0px 1em;padding:0px;font-family:Roboto,sans-serif;line-height:inherit"><font color="#000000">Further information about equation-discovery for physics is discussed in a recent <a href="https://www.quantamagazine.org/machine-scientists-distill-the-laws-of-physics-from-raw-data-20220510/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">Quanta article</a>, details about machine learning for multiscale ocean processes are outlined in a <a href="https://dhruvbalwada.github.io/assets/documents/Balwada&Zanna2022.pdf" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">SIAM news article</a>, and a description of M²LInES’ goals and members can be found on our <a href="https://m2lines.github.io/" target="_blank" style="box-sizing:border-box;background-color:transparent;text-decoration-line:none;font-family:inherit;line-height:inherit">website</a>.  </font></p><p style="box-sizing:border-box;margin:0px 0px 1em;padding:0px;font-family:Roboto,sans-serif;line-height:inherit"><font color="#000000">The position, available immediately, is a full-time appointment, initially for one year, with the possibility of renewal for up to three years, subject to satisfactory performance and available funding. </font></p><div><font color="#000000">Applications should be uploaded at: <a href="http://apply.interfolio.com/117150" target="_blank">http://apply.interfolio.com/117150</a> </font></div><div><font color="#000000">For further information, contact us at <a href="mailto:m2lines@nyu.edu" target="_blank">m2lines@nyu.edu</a><br></font></div><div><font color="#000000"><br></font></div><div><div><font color="#000000">I would be grateful if you could share this email with any qualified candidates. </font></div><div><font color="#000000"><br></font></div><div><font color="#000000">Best regards,</font></div><div><font color="#000000"><br></font></div><div><font color="#000000">Johanna Goldman on behalf of Laure Zanna</font></div></div></div></div>