相关实验视频
Updated: Jan 13, 2026

09:50
Electrochemically and Bioelectrochemically Induced Ammonium Recovery
Published on: January 22, 2015
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使用深度学习潜力探索溶液中氨酸的酶选择性合成机制
Hongqiang Cui1,2, Da Zheng1,2, Huiying Chu1,3
1State Key Laboratory of Chemical Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China. chuhy2009@dicp.ac.cn.
Physical chemistry chemical physics : PCCP
|October 28, 2025
概括
在不对称合成中预测立体选择性是具有挑战性的. 这项研究引入了一个活跃的学习工作流,将分子动力学和深度学习结合起来,以准确地建模复杂的反应并预测产品性.
科学领域:
- 有机化学 有机化学
- 计算化学计算化学
- 化学物理 化学物理
背景情况:
- 预测催化反应中的立体选择性至关重要,但很难.
- 了解机械,能量和运动因素对于准确的预测至关重要.
- 目前的方法难以处理复杂的溶液相反应.
研究的目的:
- 开发一个积极的学习工作流程,用于预测非对称合成中的立体选择性.
- 将这项工作流应用于四级氨基酸盐的选择性合成.
- 为反应途径提供详细的机械洞察力.
主要方法:
- 一开始分子动力学 (AIMD) 和深度学习潜在分子动力学 (DLPMD) 模拟的代周期.
- 积极学习工作流集成AIMD和DLPMD.
- 在长时间内对大型分子系统进行模拟.
主要成果:
- 成功地复制了主要产品的实验观察到的奇拉性.
- 使用1HNMR光谱学证实了结果.
- 提供了对反应路径和热力学控制的详细见解.
结论:
- 拟议的积极学习工作流提高了对不对称合成的预测准确性.
- 深度学习技术为探索复杂的反应机制提供了一个有希望的策略.
- 热力学控制在研究的BINOL催化反应中决定了产品性.
相关概念视频
Preparation of Amines: Alkylation of Ammonia and Amines
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Alkylation is one of the methods used to prepare amines. Direct alkylation of ammonia or a primary amine with an alkyl halide gives polyalkylated amines along with a quaternary ammonium salt through successive SN2 reactions. This process of making the quaternary salt through the direct alkylation method is called exhaustive alkylation.
Each alkylation step makes the nitrogen center more nucleophilic, which triggers successive alkylations until a quaternary ammonium salt is formed. Considering...
Each alkylation step makes the nitrogen center more nucleophilic, which triggers successive alkylations until a quaternary ammonium salt is formed. Considering...
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Preparation of 1° Amines: Gabriel Synthesis
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Direct alkylation is not a suitable method for synthesizing amines because it produces polyalkylated products. Gabriel synthesis is the most preferred method to exclusively make primary amines. The method uses phthalimide, which contains a protected form of nitrogen that participates in alkylation only once to predominantly give primary amines.
Strong bases like NaOH or KOH deprotonate the phthalimide to form the corresponding anion, which acts as a nucleophile. Further, the anion attacks an...
Strong bases like NaOH or KOH deprotonate the phthalimide to form the corresponding anion, which acts as a nucleophile. Further, the anion attacks an...
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1° Amines to Diazonium or Aryldiazonium Salts: Diazotization with NaNO2 Mechanism
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Nitrous acid is a relatively weak and unstable acid prepared in situ by the reaction of sodium nitrite and cold, dilute hydrochloric acid. In an acidic solution, the nitrous acid undergoes protonation when it loses water to form a nitrosonium ion—an electrophile. Nitrous acid reacts with primary amines to give diazonium salts. The reaction is called diazotization of primary amines.
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Aldehydes and Ketones with Amines: Enamine Formation Mechanism
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Enamine formation involves the addition of carbonyl compounds to a secondary amine through a series of reactions. The mechanism begins with the generation of carbinolamine, a nucleophilic attack followed by several proton transfer reactions. The hydroxyl group of the carbinolamine is converted into water to make a better leaving group that can push the reaction forward by eliminating a water molecule. In enamine formation, the last step involves the abstraction of a proton from the α carbon to...
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Structure of Amines
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The hybridized nitrogen atom in amines possesses a lone pair of electrons and is bound to three substituents with a bond angle of around 108°, which is less than the tetrahedral angle of 109.5°. However, the C–N–H bond angle is slightly larger at 112°, with a carbon–nitrogen bond length of 147 pm. This carbon–nitrogen bond length of of amines is longer than the carbon–oxygen bond of alcohols (143 pm) but shorter than alkanes’ carbon–carbon bond (154 pm). These aspects are...
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Preparation of Amides
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Amides are synthesized by treating carboxylic acids with amines in the presence of dehydrating agents like dicyclohexylcarbodiimide (DCC).
The DCC-promoted synthesis of amides begins with the protonation of DCC by carboxylic acid. The protonation makes it a better acceptor. Next, the addition of carboxylate to the protonated carbodiimide gives a reactive acylating agent.
Subsequently, the amine acts as a nucleophile that attacks the acylating agent to form a tetrahedral intermediate. In the...
The DCC-promoted synthesis of amides begins with the protonation of DCC by carboxylic acid. The protonation makes it a better acceptor. Next, the addition of carboxylate to the protonated carbodiimide gives a reactive acylating agent.
Subsequently, the amine acts as a nucleophile that attacks the acylating agent to form a tetrahedral intermediate. In the...
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