Interpretable Active Learning Identifies Iron‐Doped Carbon Dots With High Photothermal Conversion Efficiency for Antitumor Synergistic Therapy

Interpretable Active Learning Identifies Iron‐Doped Carbon Dots With High Photothermal Conversion Efficiency for Antitumor Synergistic Therapy

ABSTRACT Active learning (AL) is a powerful method for accelerating novel materials discovery but faces huge challenges for extracting physical meaning. Herein, we novelly apply an interpretable AL strategy to efficiently optimize the photothermal conversion efficiency (PCE) of carbon dots (CDs) in...

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Bibliographic Details
Main Authors: Tianliang Li, Bin Cao, Yitong Wang, Lixing Lin, Lifei Chen, Tianhao Su, Haicheng Song, Yuze Ren, Longhan Zhang, Yingying Chen, Zhenzhen Li, Lingyan Feng, Tong‐yi Zhang
Format: Article
Language:English
Published: Wiley 2025-07-01
Series:Aggregate
Subjects:
active learning | ferroptosis | nanozyme | photothermal therapy | SHapley Additive exPlanations equivalent value (SHAP‐EV)
Online Access:https://doi.org/10.1002/agt2.70060
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https://doi.org/10.1002/agt2.70060

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