整合機器學習模型與分子動力學模擬以發展高效抗菌肽;Integrating Machine Learning Models with Molecular Dynamics Simulations for Uncovering Highly Effective Antimicrobial Peptides

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/94008

Title:	整合機器學習模型與分子動力學模擬以發展高效抗菌肽;Integrating Machine Learning Models with Molecular Dynamics Simulations for Uncovering Highly Effective Antimicrobial Peptides
Authors:	蔡惠旭
Contributors:	國立中央大學化學學系
Keywords:	抗菌肽肽;機器學習;分子描述符;定向訊息傳遞神經網絡;粗粒度模型;傘式抽樣;Antimicrobial Peptide;Machine Learning;Molecular Descriptor;Directed Message Passing Neural Network;Coarse-Grained model;Umbrella Sampling
Date:	2024-09-27
Issue Date:	2024-09-30 14:24:27 (UTC+8)
Publisher:	國家科學及技術委員會(本會)
Relation:	財團法人國家實驗研究院科技政策研究與資訊中心
Appears in Collections:	[Department of Chemistry] Research Project

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