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相关论文: Reaction Coordinates for Conformational Transition…

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Reaction coordinates are widely used throughout chemical physics to model and understand complex chemical transformations. We introduce a definition of the natural reaction coordinate, suitable for condensed phase and biomolecular systems,…

统计力学 · 物理学 2017-03-08 Robert T. McGibbon , Brooke E. Husic , Vijay S. Pande

The identification of meaningful reaction coordinates plays a key role in the study of complex molecular systems whose essential dynamics is characterized by rare or slow transition events. In a recent publication, precise defining…

计算物理 · 物理学 2018-11-14 Andreas Bittracher , Ralf Banisch , Christof Schütte

We consider the application of Kramers theory to the microscopic calculation of rates of conformational transitions of macromolecules. The main difficulty in such an approach is to locate the transition state in a huge configuration space.…

生物大分子 · 定量生物学 2008-09-02 Marcello Sega , Pietro Faccioli , Francesco Pederiva , Henri Orland

Contemporary materials science research is heavily conducted in silico, involving massive simulations of the atomic-scale evolution of materials. Cataloging basic patterns in the atomic displacements is key to understanding and predicting…

人机交互 · 计算机科学 2026-01-16 Rostyslav Hnatyshyn , Danny Perez , Gerik Scheuermann , Ross Maciejewski , Baldwin Nsonga

The transition states and dividing surfaces used to find rate constants for bimolecular reactions are shown to undergo qualitative changes, known as Morse bifurcations, and to exist for a large range of energies, not just immediately above…

化学物理 · 物理学 2015-11-12 Robert S. MacKay , Dayal C. Strub

Deflection of atoms in \Lambda-type configuration passing through two crossed standing light waves is proposed for probing and visualization of atomic superposition states. For this goal, we use both the large-dispersive and Raman-resonant…

量子物理 · 物理学 2013-07-23 Gor A. Abovyan , Gagik P. Djotyan , Gagik Yu. Kryuchkyan

Conformational transitions are ubiquitous in biomolecular systems, have significant functional roles and are subject to evolutionary pressures. Here we provide a first theoretical framework for topological transition, i.e. conformational…

无序系统与神经网络 · 物理学 2015-09-02 Alireza Mashaghi , Abolfazl Ramezanpour

We study a system of diffusing point particles in which any triplet of particles reacts and is removed from the system when the relative proximity of the constituent particles satisfies a predefined condition. Proximity-based reaction…

数值分析 · 数学 2025-04-07 Taylor Kearney , Ricardo Ruiz-Baier , Mark B. Flegg

Biochemical and environmental modeling typically relies on reaction networks to represent complex transformations. While the Linkage Class Decomposition (LCD) partitions networks based on visual standard connectivity, it often misaligns…

Computing reaction rates in biomolecular systems is a common goal of molecular dynamics simulations. The reactions considered often involve conformational changes in the molecule, either changes in the structure of a protein or the relative…

动力系统 · 数学 2013-07-03 Eric Darve , Ernest Ryu

A study of the $\lambda$- and $N$-atomic configurations under dipolar interaction with $2$ modes of electromagnetic radiation is presented. The corresponding quantum phase diagrams are obtained by means of a variational procedure. Both…

量子物理 · 物理学 2016-07-06 S. Cordero , O. Castaños , R. López-Peña , E. Nahmad-Achar

We present a new adaptive resolution technique for efficient particle-based multiscale molecular dynamics (MD) simulations. The presented approach is tailor-made for molecular systems where atomistic resolution is required only in spatially…

软凝聚态物质 · 物理学 2007-05-23 Matej Praprotnik , Luigi Delle Site , Kurt Kremer

Disentangling the mechanistic details of a chemical reaction pathway is a hard problem that often requires a considerable amount of chemical intuition and a component of luck. Experiments struggle in observing short-life metastable…

化学物理 · 物理学 2019-08-01 Valerio Rizzi , Dan Mendels , Emilia Sicilia , Michele Parrinello

Adapting large language models (LLMs) trained on broad organic chemistry to smaller, domain-specific reaction datasets is a key challenge in chemical and pharmaceutical R&D. Effective specialisation requires learning new reaction knowledge…

机器学习 · 计算机科学 2026-02-12 Jiayun Pang , Ahmed M. Zaitoun , Xacobe Couso Cambeiro , Ivan Vulić

Identifying reaction coordinates(RCs) is an active area of research, given the crucial role RCs play in determining the progress of a chemical reaction. The choice of the reaction coordinate is often based on heuristic knowledge. However,…

化学物理 · 物理学 2024-01-17 Abhijit Gupta

A supervised machine learning algorithm, called locally adaptive discriminant analysis (LADA), has been developed to locate boundaries between identifiable image features that have varying intensities. LADA is an adaptation of image…

The reaction-coordinate mapping is a useful technique to study complex quantum dissipative dynamics into structured environments. In essence, it aims to mimic the original problem by means of an 'augmented system', which includes a suitably…

量子物理 · 物理学 2019-09-11 Luis A. Correa , Buqing Xu , Benjamin Morris , Gerardo Adesso

We investigate and provide optimal sets of reaction coordinates for mixed pairs of molecules displaying polar, uniaxial, or spherical symmetry in two and three dimensions. These coordinates are non-redundant, i.e., they implicitly involve…

统计力学 · 物理学 2017-05-01 Thomas Heinemann , Sabine H. L. Klapp

Mass-conserving reaction-diffusion (MCRD) systems are widely used to model phase separation and pattern formation in cell polarity, biomolecular condensates, and ecological systems. Numerical simulations and formal asymptotic analysis…

偏微分方程分析 · 数学 2026-02-09 Xiaoqing He , Quan-Xing Liu , Dong Ye

We calculate the electronic structure of several atoms and small molecules by direct minimization of the Self-Interaction Corrected Local Density Approximation (SIC-LDA) functional. To do this we first derive an expression for the gradient…

凝聚态物理 · 物理学 2009-10-28 S. Goedecker , C. J. Umrigar
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