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scientific-computing
3 postsFaCTz: GPU Compressor Preserves Vector-Field Topology at 60 GB/s
FaCTz is the first GPU-based lossy compressor guaranteeing critical-point preservation in vector fields, hitting 60 GB/s—up to 640x faster than cpSZ.
SciCode-Verified: Flawed Benchmark Masked True LLM Coding Skill
Fixing 263 defects in the SciCode benchmark lifted LLM scientific-coding accuracy from 60% to 98%, revealing the test—not the models—was flawed.
SDABench: A New Benchmark Testing LLMs on Scientific Discovery
SDABench evaluates LLMs on six scientific capabilities beyond code execution, exposing major gaps in assumption selection and mechanistic reasoning.
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