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相关概念视频

Metal-Ligand Bonds02:51

Metal-Ligand Bonds

20.6K
The hemoglobin in the blood, the chlorophyll in green plants, vitamin B-12, and the catalyst used in the manufacture of polyethylene all contain coordination compounds. Ions of the metals, especially the transition metals, are likely to form complexes.
In these complexes, transition metals form coordinate covalent bonds, a kind of Lewis acid-base interaction in which both of the electrons in the bond are contributed by a donor (Lewis base) to an electron acceptor (Lewis acid). The Lewis acid in...
20.6K
Crystal Field Theory - Octahedral Complexes02:58

Crystal Field Theory - Octahedral Complexes

26.2K
Crystal Field Theory
To explain the observed behavior of transition metal complexes (such as colors), a model involving electrostatic interactions between the electrons from the ligands and the electrons in the unhybridized d orbitals of the central metal atom has been developed. This electrostatic model is crystal field theory (CFT). It helps to understand, interpret, and predict the colors, magnetic behavior, and some structures of coordination compounds of transition metals.
CFT focuses on...
26.2K
Complexation Equilibria: Factors Influencing Stability of Complexes01:09

Complexation Equilibria: Factors Influencing Stability of Complexes

347
In complexation reactions, metal cations are the electron pair acceptors, and the ligands are the electron pair donors. The stability of the metal complexes depends primarily on the complexing ability of the central metal ion and the nature of the ligands. Generally, the complexing ability of the metal ion depends on the size and charge of the ion. As the metal ion size increases, the stability of the metal complexes decreases, provided that the valency of the metal ion and the ligands remain...
347
Valence Bond Theory02:42

Valence Bond Theory

8.5K
Coordination compounds and complexes exhibit different colors, geometries, and magnetic behavior, depending on the metal atom/ion and ligands from which they are composed. In an attempt to explain the bonding and structure of coordination complexes, Linus Pauling proposed the valence bond theory, or VBT, using the concepts of hybridization and the overlapping of the atomic orbitals. According to VBT, the central metal atom or ion (Lewis acid) hybridizes to provide empty orbitals of suitable...
8.5K
Complexometric Titration: Ligands00:43

Complexometric Titration: Ligands

925
Different monodentate and polydentate ligands are used as complexing agents in complexometric titration reactions. The formation of complexes by mono- and bidentate ligands involves two or more intermediate steps, limiting their use as complexing agents. In comparison, polydentate ligands can form complexes with metal ions in a single-step process, facilitating sharper end points. This means polydentate ligands, such as amino carboxylic acid derivatives, are most commonly employed in...
925
Complexation Equilibria: The Chelate Effect01:19

Complexation Equilibria: The Chelate Effect

475
In complexation reactions, metal atoms or cations interact with ligands to form donor-acceptor adducts called metal complexes. Ligands that bind through one donor site are monodentate, ligands with two donor sites are bidentate, and those with more than two donor sites are polydentate ligands. For example, ethylene diamine is a bidentate ligand that binds through two nitrogen donor atoms, forming a five-membered ring. EDTA is a polydentate ligand that binds through four oxygen and two nitrogen...
475

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相关实验视频

Updated: Jun 12, 2025

Author Spotlight: Exploring Cellular Processes by Modeling Ligands in Cryo-EM Maps
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Author Spotlight: Exploring Cellular Processes by Modeling Ligands in Cryo-EM Maps

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在具有机器学习潜力的金属复合体中建模连接物交换.

Veronika Juraskova1, Gers Tusha2, Hanwen Zhang1

  • 1Chemistry Research Laboratory, University of Oxford, Oxford, OX1 3TA, UK. fernanda.duartegonzalez@chem.ox.ac.uk.

Faraday discussions
|September 23, 2024
PubMed
概括
此摘要是机器生成的。

使用MACE训练的机器学习潜力 (MLP) 可以准确地模拟溶液中的金属-连接体复合体. 这种计算效率高的方法捕捉了结构和动态特性,推进了化学中金属离子的研究.

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Analyzing Protein Architectures and Protein-Ligand Complexes by Integrative Structural Mass Spectrometry
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Ligand-Mediated Nucleation and Growth of Palladium Metal Nanoparticles
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Analyzing Protein Architectures and Protein-Ligand Complexes by Integrative Structural Mass Spectrometry
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科学领域:

  • 计算化学计算化学
  • 物理化学 物理化学
  • 材料科学 材料科学 材料科学

背景情况:

  • 金属离子在催化和自我组装中至关重要,但很难准确地建模它们在溶液中的行为.
  • 现有的方法,如力场和ab initio计算,对金属结合体复合体有局限性.

研究的目的:

  • 开发一种计算效率高的策略,用于在各种化学环境中建模金属离子.
  • 为了训练机器学习潜力 (MLPs) 用MACE在明确溶剂中的金属联体复合物.

主要方法:

  • 利用MACE,一个等价信息传递神经网络,训练MLP.
  • 作为模型系统,研究了水中的Mg2+和酸中的Pd2+.
  • 专注于平衡结构和连接体交换动态.

主要成果:

  • 训练有素的MLP准确地复制了平衡结构,包括协调数和几何.
  • MLPs成功地模拟了结构变化和自由能量障碍,用于连接物交换.
  • 证明了在溶液中准确预测金属连接体复合物的行为.

结论:

  • 开发的策略提供了一个计算效率高的方法,用于模拟溶液中的金属离子.
  • 这种方法促进了对更大,更复杂的含金属系统的研究.
  • 能够在生物分子和超分子组合中的金属离子理解方面取得进展.