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Stefano Martiniani

@stemartiniani.bsky.social
476 followers 830 following 41 posts

Asst. Professor of Physics, Chemistry, Mathematics, Neural Science at NYU | Simons Foundation Faculty Fellow | Open Science colabfit.org martinianilab.org

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Stefano Martiniani @stemartiniani.bsky.social · 10/02/2026
What if a world model could imagine the future from a completely different perspective? Introducing XVWM: given one view and an action, predict the future from another camera. A building block for theory of mind. Collaboration with aimlabs.com 📄 arxiv.org/abs/2602.07277
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Stefano Martiniani @stemartiniani.bsky.social · 18/06/2025
Contrastive Self-Supervised Learning is Just Sphere Packing! CLAMP (Contrastive Learning As Manifold Packing) recasts SSL as neural manifold packing with a physics-inspired repulsive-particle loss (like in jamming) and achieves new SOTA on ImageNet-100. arxiv.org/abs/2506.13717
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Stefano Martiniani @stemartiniani.bsky.social · 31/05/2025
The Martiniani Lab Left to right: Dr. M. Casiulis, Dr. (as of today!) A. Shih , S Rawat, Dr. J. Han, Dr. K. McClain, E. House, Dr. G. Zhang, ..., Dr. P. Hoellmer, T. Egg, S. Anand, A. Pal, P. Suryadevara, G. Wolfe, Dr. M. Martirossyan, (Dr. F. Morone)
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Stefano Martiniani @stemartiniani.bsky.social · 07/05/2025
🚀 Thrilled to introduce Open Materials Generation (OMatG), a state of the art framework for generative design of inorganic crystalline materials! Accepted at #ICML2025 & Spotlight at #AI4Mat @ICLR2025! 🔬 OMatG unifies flow matching & score-based diffusion, outperforming FlowMM and FlowLLM!
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Stefano Martiniani @stemartiniani.bsky.social · 06/01/2025
Instagram post of the Cultural Office of the Consulate General of Spain in New York🗽🌃 Help us spread the word! 🌐✨
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Stefano Martiniani @stemartiniani.bsky.social · 06/01/2025
Publicación de Instagram de la Oficina Cultural del Consulado General de España en Nueva York 🗽🌃 ¡Ayúdanos a correr la voz! 🌐✨
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Stefano Martiniani @stemartiniani.bsky.social · 06/01/2025
📢 We’re launching a lecture series in Spanish for the NYC community! 📅 January 31, 5:00 PM 🏛️ 370 Jay St, Brooklyn 👨‍🏫 Prof. Juan J. de Pablo 🌟 Title: Materiales del Futuro: La Revolución de la Inteligencia Artificial 📌 Register here: forms.gle/UPKzWpeQFCNS... Help us spread the word! 🌐✨
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Stefano Martiniani @stemartiniani.bsky.social · 06/01/2025
📢 ¡Lanzamos una serie de conferencias en español para la comunidad de NYC! 📅 31 de enero, 5:00 PM 🏛️ 370 Jay St, Brooklyn 👨‍🏫 Prof. Juan J. de Pablo 🌟 Título: Materiales del Futuro: La Revolución de la Inteligencia Artificial 📌 Regístrate: forms.gle/UPKzWpeQFCNS... ¡Ayúdanos a correr la voz! 🌐✨
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Stefano Martiniani @stemartiniani.bsky.social · 20/12/2024
Congrats to @satyamanand.bsky.social for "Transport and energetics of bacterial rectification" now out in @pnas.org! We develop a description of bacterial rectification based on single-bacterium dynamics that illustrates the generic principles governing the energetics of this nonequilibrium process.
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Stefano Martiniani @stemartiniani.bsky.social · 14/12/2024
Join us for the #AI4Mat workshop at #NeurIPS2024 today and check out our spotlight on how we built the most diverse database for AI for materials in the world openreview.net/forum?id=b8q...
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Stefano Martiniani @stemartiniani.bsky.social · 14/12/2024
@shivangrawat.bsky.social presenting his poster on dynamic normalization at #NeurIPS2024 shivangrawat.github.io/dynamic-divi...
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Stefano Martiniani @stemartiniani.bsky.social · 25/11/2024
First came the crystals, then the quasicrystals, and then the *gyromorphs*, the ideal isotropic bandgap material Learn about correlated disorder with delta peaks in our new preprint "Gyromorphs: a new class of functional disordered materials". arxiv.org/abs/2410.09023 #Skyprint below
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Stefano Martiniani @stemartiniani.bsky.social · 23/11/2024
Hello world #Bluesky Check out our new preprint "Mirages in the Energy Landscape of Soft Sphere Packings" www.arxiv.org/abs/2409.12113 and the #skyprint by Mathias below Heroic numerical work by @praharsh.bsky.social and @quasiulysse.bsky.social
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