Dark Matter | A Quest After Perspectiveshttps://iphysresearch.github.io/blog/tag/dark-matter/Dark MatterHugo Blox Builder (https://hugoblox.com)en-usTue, 27 May 2025 00:00:00 +0000https://iphysresearch.github.io/blog/media/sharing.pngDark Matterhttps://iphysresearch.github.io/blog/tag/dark-matter/Deep learning-driven likelihood-free parameter inference for 21-cm forest observationshttps://iphysresearch.github.io/blog/mypublication/2025_21cm_forest/Tue, 27 May 2025 00:00:00 +0000https://iphysresearch.github.io/blog/mypublication/2025_21cm_forest/<p>Generative flows expand a limited simulation set, while inference flows estimate parameter posteriors from the forest power spectrum. The analysis uses simulated observations relevant to the Square Kilometre Array.</p> <h2 id="sources">Sources</h2> <ul> <li><a href="https://www.nature.com/articles/s42005-025-02139-5" target="_blank" rel="noopener">Publisher record</a></li> <li><a href="https://arxiv.org/abs/2407.14298" target="_blank" rel="noopener">arXiv abstract and submission history</a></li> <li><a href="https://api.crossref.org/works/10.1038/s42005-025-02139-5" target="_blank" rel="noopener">Publisher metadata via Crossref</a></li> </ul>