By partitioning the electron density into subsystem contributions, the Frozen Density Embedding (FDE) formulation of subsystem Density Functional Theory (DFT) has recently emerged as a powerful tool for reducing the computational scaling of Kohn-Sham DFT. To date, however, FDE has been employed to molecular systems only. Periodic systems, such as metals, semiconductors, and other crystalline solids have been outside the applicability of FDE, mostly because of the lack of a periodic FDE implementation. To fill this gap, in this work we aim at extending FDE to treat subsystems of molecular and periodic character. This goal is achieved by a dual approach. On one side, the development of a theoretical framework for periodic subsystem DFT. On the other, the realization of the method into a parallel computer code. We find that periodic FDE is capable of reproducing total electron densities and (to a lesser extent) also interaction energies of molecular systems weakly interacting with metallic surfaces. In the pilot calculations considered, we find that FDE fails in those cases where there is appreciable density overlap between the subsystems. Conversely, we find FDE to be in semiquantitative agreement with Kohn-Sham DFT when the inter-subsystem density overlap is low. We also conclude that to make FDE a suitable method for describing molecular adsorption at surfaces, kinetic energy density functionals that go beyond the GGA level must be employed.
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http://dx.doi.org/10.1063/1.4897559 | DOI Listing |
Diagnostics (Basel)
December 2024
Department of Dermatology, Tokyo Metropolitan Police Hospital, Tokyo 164-8541, Japan.
Fixed drug eruption (FDE) is a type of drug-induced skin inflammation characterized by the recurrence of lesions in the same region following repeated exposure to the causative drug. FDE typically presents as localized spots or plaques without systemic symptoms; however, it can manifest in other forms, such as blisters and papules. In FDE, effector memory CD8-positive T cells that remain dormant in the basal layer after a previous inflammation are reactivated upon re-exposure to the causative drug, leading to the development of erythema at the same sites.
View Article and Find Full Text PDFBr J Dermatol
November 2024
Department of Pharmacology. Faculty of Medicine, University of Sousse, Sousse, Tunisia.
PLoS One
October 2024
Department of Computer Engineering, Chungnam National University, Daejeon, South Korea.
Predicting ship trajectories can effectively forecast navigation trends and enable the orderly management of ships, which holds immense significance for maritime traffic safety. This paper introduces a novel ship trajectory prediction method utilizing Convolutional Neural Network (CNN), Deep Neural Network (DNN), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU). Our research comprises two main parts: the first involves preprocessing the large raw AIS dataset to extract features, and the second focuses on trajectory prediction.
View Article and Find Full Text PDFJ Cardiovasc Thorac Res
September 2024
Nutrition Research Center, Department of Clinical Nutrition, Faculty of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.
Introduction: This study aims to determine the effects of fenugreek seed dry extract (FDE) on the glycemic indices, lipid profile, and prooxidant-antioxidant balance (PAB) in patients with type 2 diabetes (T2D).
Methods: A double-blind randomized clinical trial was carried out on 54 individuals with T2D. Participants were randomly assigned to a FDE group (received 3 tablets containing 335 mg of FDE daily for 8 weeks) or a placebo group (received tablets containing microcrystalline cellulose).
Med Eng Phys
October 2024
Laboratoire PRISME, Université d'Orléans, 12 rue de Blois, BP 6744, 45067, Orléans, France. Electronic address:
This study introduces a new method for modeling electrocardiogram (ECG) waveforms using Fractional Differential Equations (FDEs). By incorporating fractional calculus into the well-established McSharry model, the proposed approach achieves improved representation and high precision for a wide range of ECG waveforms. The research focuses on the impact of integrating fractional derivatives into Integer Differential Equation (IDE) models, enhancing the fidelity of ECG signal modeling.
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