Publications
[1] *Gabe Guo*, Aniv Ray, Miles Izydorczak, Judah Goldfeder, Hod Lipson, Wenyao Xu. "Unveiling intra-person fingerprint similarity via deep contrastive learning." Science Advances, Vol. 10, No. 2, eadi0329 (2024). DOI:10.1126/sciadv.adi0329
[2] *Gabe Guo*, Judah Goldfeder, Ling Lan, Aniv Ray, Hanming Yang, Boyuan Chen, Simon Billinge, Hod Lipson. "Towards End-to-End Structure Determination from X-Ray Diffraction Data Using Deep Learning." npj Computational Materials (2024). https://www.nature.com/articles/s41524-024-01401-8
[3] *Gabe Guo*, Tristan Saidi, Maxwell Terban, Michele Valsecchi, Simon JL Billinge, Hod Lipson. "Ab Initio Structure Solutions from Nanocrystalline Powder Diffraction Data via Diffusion Models." To appear in Nature Materials (2025). Preprint at https://arxiv.org/abs/2406.10796
Awards
Selected Media Coverage:
[1] CNN: "Are fingerprints unique? Not really, AI-based study finds" Jan 12, 2024. https://www.cnn.com/2024/01/12/world/fingerprints-ai-based-study-scn/index.html
[2] BBC: "Our fingerprints may not be unique, claims AI" Jan 11, 2024. https://www.bbc.com/news/technology-67944537
[3] BBC Science Focus: "Your fingerprints aren't unique after all, discovers AI" Jan 12, 2024. https://www.sciencefocus.com/news/fingerprints-not-unique-ai
[4] The Times: "AI can now link two separate fingerprints from same person" Jan 11, 2024. https://www.thetimes.co.uk/article/ai-can-now-link-two-separate-fingerprints-from-same-person-8xt2s6x7x
[5] Metro: "AI smashes the idea that all fingerprints are unique – and could solve cold cases" Jan 12, 2024. https://metro.co.uk/2024/01/12/ai-breakthrough-shows-fingerprints-may-not-unique-20103694/
[6] The Sun: "AI YOU KIDDING? AI breakthrough finds our fingerprints may NOT be unique after all – and experts think it could 'revive cold cases'" Jan 12, 2024. https://www.thesun.co.uk/tech/25338599/ai-breakthrough-tool-fingerprints-unique-cold-cases/
[7] The Register: "AI flips the script on fingerprint lore – maybe they're not so unique after all" Jan 11, 2024. https://www.theregister.com/2024/01/11/ai_fingerprints_unique/
[8] New Scientist: "AI can tell if prints from two different fingers belong to same person" Jan 12, 2024. https://www.newscientist.com/article/2412199-ai-can-tell-if-prints-from-two-different-fingers-belong-to-same-person/
[9] Courthouse News Service: "AI disproves differences between same-hand fingerprints" Jan 12, 2024. https://www.courthousenews.com/ai-disproves-differences-between-same-hand-fingerprints/