2019, Carnmer, Brehmer, Louppe, Simulation-Based Inference, Frontiers
<p>December 4, 2019, 9:01 PM</p>
<p> </p>
<p>recomm by Barney Pell.</p>
<p> </p>
<p>Many domains of science have developed complex simulations to describe phenomena of interest. While these simulations provide high-fidelity models, they are poorly suited for inference and lead to challenging inverse problems. We review the rapidly developing field of simulation-based inference and identify the forces giving new momentum to the field. Finally, we describe how the frontier is expanding so that a broad audience can appreciate the profound change these developments may have on science.</p>
<p> </p>
<p>full text pdf in ArXiv .</p>
<p> </p>
<p>from NYU. and from Liege.</p>
<p> </p>
<p> </p>
<p> </p>
<p> </p>