الباحثون

Michael W. Mahoney

المنشورات 2

نسخة أولية وصول مفتوح

Zatom-2: Multitask Pretraining on Atomistic Data for Generative Modeling across Domains

Miruna Cretu, Alex Abrudan, Antonia Panescu وآخرون · 2026

Unified atomistic modeling has the potential to accelerate discovery in chemistry, materials science, and biology by bridging data-rich chemical domains and data-scarce biological contexts. However, existing generative approaches to atomistic modeling remain highly specialized to scientific disciplines (chemistry vs. b …

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Characterizing High Bandwidth Flash for LLM Serving

Zack Yu, Chloe Wong, Coleman Hooper وآخرون · 2026

Large language model (LLM) serving requires substantial memory to store model weights and KV caches. As models grow larger and contexts become longer, memory capacity and bandwidth increasingly become bottlenecks for serving performance. Agentic workloads compound this pressure through repeated interactions over growin …

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