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Sep 2026

Exfoliation of Molecular Crystals Enables Two-Dimensional Polymerization for Stable Photoelectric Response Devices.

Two-dimensional polymers (2DPs) have emerged as a class of important materials with the unique advantages of an ultrathin, lightweight nature and a large accessible surface area, showing their promising potential in the area of optoelectronics, energy storage and conversion, and molecular separation. Currently, their s...

Xiao-Feng Zhang, Chuang-Wei Wu, Quan-Wei Ma et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Efficient Test-Time Adaptation through Human-AI Interaction

This work proposes test-time adaptation through human-agent interaction (TAHI), which integrates these signals into agent context and weights, and crystallizes each user's training and evaluation criteria via an evolving rubric module.

Zora Zhiruo Wang, Apurva Gandhi, Rulin Shao et al. · 0 citations

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