{"slug": "1d-data-to-3d-topology-ai-deepfakes-to-protien-folding", "title": "1d data to 3D topology, AI deepfakes to protien folding", "summary": "A researcher is experimenting with converting 1D data into 3D topological knots for applications in AI audio deepfake detection, protein folding, drug docking, solar magnetic flare analysis, and music visualization.", "body_md": "An experiment in taking 1D data, transforming it into a 3D knot and analysing comparing, in the forms of ai audio deepfake detection, protien folding and drug docking, magnetic flares from the sun, and making pretty videos from music :)\n\n| Name | Name | Last commit date | ||\n|---|---|---|---|---|", "url": "https://wpnews.pro/news/1d-data-to-3d-topology-ai-deepfakes-to-protien-folding", "canonical_source": "https://github.com/bitofabluetit/knotreel", "published_at": "2026-07-14 17:29:49+00:00", "updated_at": "2026-07-14 17:48:04.683123+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "ai-research"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/1d-data-to-3d-topology-ai-deepfakes-to-protien-folding", "markdown": "https://wpnews.pro/news/1d-data-to-3d-topology-ai-deepfakes-to-protien-folding.md", "text": "https://wpnews.pro/news/1d-data-to-3d-topology-ai-deepfakes-to-protien-folding.txt", "jsonld": "https://wpnews.pro/news/1d-data-to-3d-topology-ai-deepfakes-to-protien-folding.jsonld"}}