Search Results - "Qiu, Yunrui"
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1
General synthesis of single-atom catalysts with high metal loading using graphene quantum dots
Published in Nature chemistry (01-09-2021)“…Transition-metal single-atom catalysts present extraordinary activity per metal atomic site, but suffer from low metal-atom densities (typically less than 5…”
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Journal Article -
2
Surface Plasmon Enabling Nitrogen Fixation in Pure Water through a Dissociative Mechanism under Mild Conditions
Published in Journal of the American Chemical Society (15-05-2019)“…Nitrogen fixation in a simulated natural environment (i.e., near ambient pressure, room temperature, pure water, and incident light) would provide a desirable…”
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Journal Article -
3
Tutorial on how to build non-Markovian dynamic models from molecular dynamics simulations for studying protein conformational changes
Published in The Journal of chemical physics (28-03-2024)“…Protein conformational changes play crucial roles in their biological functions. In recent years, the Markov State Model (MSM) constructed from extensive…”
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4
Integrative generalized master equation: A method to study long-timescale biomolecular dynamics via the integrals of memory kernels
Published in The Journal of chemical physics (07-10-2023)“…The generalized master equation (GME) provides a powerful approach to study biomolecular dynamics via non-Markovian dynamic models built from molecular…”
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Journal Article -
5
Disease mutations and phosphorylation alter the allosteric pathways involved in autoinhibition of protein phosphatase 2A
Published in The Journal of chemical physics (07-06-2023)“…Mutations in protein phosphatase 2A (PP2A) are connected to intellectual disability and cancer. It has been hypothesized that these mutations might disrupt the…”
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6
Non-Markovian Dynamic Models Identify Non-Canonical KRAS-VHL Encounter Complex Conformations for Novel PROTAC Design
Published in JACS Au (28-10-2024)“…Targeted protein degradation (TPD) is emerging as a promising therapeutic approach for cancer and other diseases, with an increasing number of programs…”
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7
Modeling Dynamics of Multi-Body Systems via Machine Learning and Non-Markovian Approaches
Published 01-01-2024“…Multi-body systems are widely prevalent in chemistry, biology, and material sciences. Their complex energy landscapes, heterogeneous dynamics across different…”
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Dissertation -
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Information Bottleneck Approach for Markov Model Construction
Published in Journal of chemical theory and computation (25-06-2024)“…Markov state models (MSMs) have proven valuable in studying the dynamics of protein conformational changes via statistical analysis of molecular dynamics…”
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Journal Article -
9
An Efficient Path Classification Algorithm Based on Variational Autoencoder to Identify Metastable Path Channels for Complex Conformational Changes
Published in Journal of chemical theory and computation (25-07-2023)“…Conformational changes (i.e., dynamic transitions between pairs of conformational states) play important roles in many chemical and biological processes…”
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Journal Article -
10
An Efficient Path Classification Algorithm Based on Variational Auto-Encoder to Identify Metastable Path Channels for Complex Conformational Changes
Published in Journal of chemical theory and computation (29-06-2023)“…Conformational changes (i.e., dynamic transitions between pairs of conformational states) play important roles in many chemical and biological processes…”
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Journal Article -
11
The Ion-Dipole Correction of the 3DRISM Solvation Model to Accurately Compute Water Distributions around Negatively Charged Biomolecules
Published in The journal of physical chemistry. B (03-11-2022)“…The 3D reference interaction site model (3DRISM) provides an efficient grid-based solvation model to compute the structural and thermodynamic properties of…”
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12
Efficient photoelectrochemical CO2 conversion for selective acetic acid production
Published in Science bulletin (Beijing) (15-07-2021)“…[Display omitted] Amidst the development of photoelectrochemical (PEC) CO2 conversion toward practical application, the production of high-value chemicals…”
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Journal Article -
13
Coarse-graining conformational dynamics with multi-dimensional generalized Langevin equation: how, when, and why
Published 20-05-2024“…A data-driven ab initio generalized Langevin equation (AIGLE) approach is developed to learn and simulate high-dimensional, heterogeneous, coarse-grained…”
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14
Unsupervised machine learning for supercooled liquids
Published 05-04-2024“…Unraveling the relation between structural information and the dynamic properties of supercooled liquids is one of the grand challenges of physics. Dynamic…”
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Journal Article -
15
An Information Bottleneck Approach for Markov Model Construction
Published 03-04-2024“…Markov state models (MSMs) are valuable for studying dynamics of protein conformational changes via statistical analysis of molecular dynamics (MD)…”
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Journal Article