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Molecular Dynamics Inc density functional theory dft
Density Functional Theory Dft, supplied by Molecular Dynamics Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/density+functional+theory+dft/density+functional+theory/pm42081355-11-12-0
Average 86 stars, based on 1 article reviews
density functional theory dft - by Bioz Stars, 2026-09
86/100 stars

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Functional Assay:

Article Title: Bridging the Pressure Gap in Hydrogenation of CO <sub>2</sub> to Formate on Cu(100) by Machine Learning Molecular Dynamics and First-Principles Microkinetic Modeling
Article Snippet: .. In this study, we address the challenge by applying a set of multiscale simulations that included density functional theory (DFT), machine learning-based molecular dynamics (MLMD), and microkinetic modeling (MKM) simulations, taking the case of hydrogenation of CO2 into formate on the Cu(100) surface. ..

Article Title: Altered morphology and diffusivity of water confined in MXenes: Machine learning–accelerated computations combined with experiments
Article Snippet: .. Here, we establish a multimodal investigation framework combining density functional theory (DFT), machine learning–accelerated molecular dynamics (MLaMD), and versatile experimental probes [including XRD, inelastic neutron scattering (INS), and zeta potential measurements] to systematically decode the surface-dependent properties of water confined in Ti 3 C 2 T 2 (T = -F, -O, and -OH) MXenes. ..

Article Title: Erasing dielectric breakdown artifacts to machine-learn charged Pt-water interfaces.
Article Snippet: .. Molecular dynamics (MD) simulations, powered by first-principles (ab initio) methods such as density functional theory (DFT), accurately describe the temporal evolution of materials, thus providing insights into the atomistic behavior at experimental temperatures and pressures. ..

Article Title: Exploring Quantum and electric Double-Layer Capacitances contributions in Doped Graphene Electrodes for applications in asymmetric supercapacitors
Article Snippet: A combined Density Functional Theory (DFT) and Equilibrium Molecular Dynamics (EMD) simulation framework is employed to simultaneously evaluate the quantum (CQ) and electric double-layer capacitance (EDLC) of Hf-adsorbed and N/B co-doped graphene-based supercapacitors providing a comprehensive understanding of interfacial charge storage and to analyze how each of two capacitance mechanisms contributes to the total differential capacitance in doped graphene electrodes used for aqueous supercapacitors.. The effects of Nitrogen (N)/Boron (B) doping as well as Hafnium (Hf) adsorption in pristine graphene have been examined in three different electrode–electrolyte models with Sodium Chloride (NaCl) as the aqueous electrolyte.. As per our results the total differential capacitance is primarily contributed by EDLC.

Article Title: Computational insights into the corrosion inhibition mechanism of daidzein on Al(AA7075) alloy in NaCl solution: A DFT and molecular dynamics study.
Article Snippet: This study employs a combined Density Functional Theory (DFT) and Molecular Dynamics (MD) approach to elucidate the corrosion inhibition mechanism of daidzein on the Al(AA7075) surface in a NaCl environment.. DFT results reveal that the neutral daidzein molecule (DZIN) possesses favorable electronic characteristics for adsorption, including a relatively small HOMO–LUMO energy gap of 4.398 eV, an ionization potential of 6.101 eV, and a high electrophilicity index of 3.462 eV, indicating strong electron-donation and acceptance capabilities.. The fractional electron transfer (ΔN = 0.231) confirms efficient charge exchange with aluminum, supported by a low chemical hardness (η = 2.199 eV) and high softness (σ = 0.455), which collectively enhance its surface reactivity.

Article Title: Molecular Dynamics Simulation of Nano-Aluminum: A Review on Oxidation, Structure Regulation, and Energetic Applications
Article Snippet: .. The breakthrough of molecular dynamics simulation technology provides a new approach to solve the above nAl-specific problems: Density Functional Theory (DFT) can accurately calculate the interfacial electronic structure of nAl–oxidant systems as the theoretical basis [ ], ab initio MD (AIMD) can capture the electronic dynamic behavior of initial chemical reactions involving nAl [ ], and ReaxFF MD realizes the nanosecond-scale reaction simulation of ten-million-atom nAl-containing systems to make up for the spatiotemporal limitation of AIMD [ ]. ..

Article Title: Synergistic Multiphysical Field Optimization of Magnesium-Based Hydrogen Storage Materials: Mechanisms, Progress, and Perspectives.
Article Snippet: This review systematically explores the research progress and existing challenges in enhancing the performance of magnesium-based hydrogen storage materials (particularly magnesium hydride, MgH2) using multi-physics field strategies.. Magnesium-based materials are considered important candidates for clean energy storage systems due to their high theoretical hydrogen storage capacity and abundant resource availability.. However, their practical application is still limited by the material’s high thermodynamic stability, slow hydrogen absorption/desorption kinetics, and high dehydrogenation temperatures.

Zeta Potential Analyzer:

Article Title: Altered morphology and diffusivity of water confined in MXenes: Machine learning–accelerated computations combined with experiments
Article Snippet: .. Here, we establish a multimodal investigation framework combining density functional theory (DFT), machine learning–accelerated molecular dynamics (MLaMD), and versatile experimental probes [including XRD, inelastic neutron scattering (INS), and zeta potential measurements] to systematically decode the surface-dependent properties of water confined in Ti 3 C 2 T 2 (T = -F, -O, and -OH) MXenes. ..

Inhibition:

Article Title: Computational insights into the corrosion inhibition mechanism of daidzein on Al(AA7075) alloy in NaCl solution: A DFT and molecular dynamics study.
Article Snippet: This study employs a combined Density Functional Theory (DFT) and Molecular Dynamics (MD) approach to elucidate the corrosion inhibition mechanism of daidzein on the Al(AA7075) surface in a NaCl environment.. DFT results reveal that the neutral daidzein molecule (DZIN) possesses favorable electronic characteristics for adsorption, including a relatively small HOMO–LUMO energy gap of 4.398 eV, an ionization potential of 6.101 eV, and a high electrophilicity index of 3.462 eV, indicating strong electron-donation and acceptance capabilities.. The fractional electron transfer (ΔN = 0.231) confirms efficient charge exchange with aluminum, supported by a low chemical hardness (η = 2.199 eV) and high softness (σ = 0.455), which collectively enhance its surface reactivity.

Software:

Article Title: Synergistic Multiphysical Field Optimization of Magnesium-Based Hydrogen Storage Materials: Mechanisms, Progress, and Perspectives.
Article Snippet: This review systematically explores the research progress and existing challenges in enhancing the performance of magnesium-based hydrogen storage materials (particularly magnesium hydride, MgH2) using multi-physics field strategies.. Magnesium-based materials are considered important candidates for clean energy storage systems due to their high theoretical hydrogen storage capacity and abundant resource availability.. However, their practical application is still limited by the material’s high thermodynamic stability, slow hydrogen absorption/desorption kinetics, and high dehydrogenation temperatures.



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