#microscopy2 articles

2 articles

AINeutralarXiv – CS AI · Feb 276/107

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SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy

Researchers have developed SPM-Bench, a PhD-level benchmark for testing large language models on scanning probe microscopy tasks. The benchmark uses automated data synthesis from scientific papers and introduces new evaluation metrics to assess AI reasoning capabilities in specialized scientific domains.

AINeutralarXiv – CS AI · Feb 274/104

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PCReg-Net: Progressive Contrast-Guided Registration for Cross-Domain Image Alignment

Researchers have developed PCReg-Net, a lightweight AI framework for cross-domain image registration that achieves real-time performance at 141 FPS with only 2.56M parameters. The system uses a progressive contrast-guided approach with four modules to align images across different domains, showing improvements over traditional and deep learning baselines on retinal and microscopy benchmarks.