The Five dataset is orginally generated from VASP ,the training, validation, testing all are from VASP AIMD converted into deepmd purpose the ratio of these are 80% for training 10% for validation the rest for the testing. DeepMD_TS_one is for the CI-NEB calculation for single gas diffusion energy surface then the adde...
Yu Chen Liu· Zenodo (CERN European Organi...· 0 citations
Over the past decade, diffusion models and generative adversarial networks haveadvanced to the point where synthetic videos are visually indistinguishable fromreal footage, enabling spread of misinformation, privacy violations, and fraud.Existing detectors rely primarily on unimodal spatio-temporal artifacts and gen-er...
Hussain Redwan· Zenodo (CERN European Organi...· 0 citations
Abstract During urban flooding, pollutants from point releases (e.g., sewer overflows) transported in street runoff can invade city blocks, exposing residents to contamination risks. The present laboratory study focuses on the intrusion of pollutants from flooded streets into a porous city block under steady flow condi...
Clément Fagour, S. Proust, Emmanuel Mignot· Water Resources Research· 0 citations
Objectives This study aimed to determine whether budesonide inhalation suspension (BIS) diffuses through polyvinyl chloride (PVC) endotracheal tube (ETT) cuffs and whether intracuff budesonide attenuates the acute subglottic injury during endotracheal intubation (ETI) in a rabbit model. Methods in vitro , high-performa...
Yi Zou, Qing Hu, Xiao Yan et al.· Frontiers in Pediatrics· 0 citations
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Background Fluid-attenuated inversion recovery vascular hyperintensities (FVHs) are an imaging marker of leptomeningeal collateral compensation, but their prognostic value in stroke remains controversial. Venous outflow (VO) dysfunction may offset collateral benefits, suggesting that VO status could modulate the progno...
Ping Yang, Lingjia Xu, Feng Zhou· Frontiers in Human Neuroscie...· 0 citations
Abstract The transport of polymers through nanopores is fundamentally governed by the interplay between molecular topology and nanoconfinement. However, how branching architecture influences the critical interception size ( R h,c ) under weak compression—where diffusion dominates and chain deformation is negligible—rem...
Yiren Wang, Haorong Huang, Jiawen Yang et al.· Nature Communications· 0 citations
This paper proposes a structural compression framework that treats organizational deterioration as a generative model for reconstructing various failure patterns documented in failure engineering. By viewing a significant subset of failure engineering knowledge as structurally isomorphic to organizational dysfunction,...
Dental crown restoration addresses a global public health burden, yet is constrained by a slow, variable, and labor-intensive manual design process that limits access to high-quality treatment. Here we introduce DentalGEN, a large-scale controllable generative artificial intelligence framework for automated dental crow...
Jiamin Wu, Ying Liu, Yanning Chen et al.· npj Digital Medicine· 0 citations
This software archive contains the MATLAB codes used in the study “Separation Between Spectral Accessibility and Fast-P Attenuation Sensitivity of Intrinsic scCO₂ Relaxation in Partially Saturated Sandstone.” The package includes the core numerical workflows for intrinsic scCO₂ constitutive relaxation, explicit two-pat...
Guangtan Huang, Xilin Shi, Shuying Wei et al.· Zenodo (CERN European Organi...· 0 citations
Abstract The Nurshuak–Tolkynay–Myrzakulov-II-Equation, which is (1 + 1)-dimensions integrable equation, considered one of the nonlinear models that very naturally arise inspect dealing with the mean field approximation of many-body systems, including various important phenomena like phase transitions, anomalous diffusi...
Emad H. M. Zahran, Ahmet Bekir, Adem C. Çevikel et al.· Zeitschrift für Naturforschu...· 0 citations
This study evaluated the hygrothermal desiccation behavior of compacted sodium bentonite buffer blocks, which are critical components of Engineered Barrier Systems (EBS) for high-level radioactive waste repositories. To address the risks associated with moisture loss during storage and installation, a coupled moisture-...
Yuan Feng, Jongwan Eun, Seunghee Kim et al.· Computers and Geotechnics· 0 citations
Learned and search-based docking are often compared on the top-ranked pose alone. On 303 benchmark complexes, each ligand was docked against its whole receptor with three configured pipelines, namely AutoDock Vina with gnina rescoring (AutoDock), the diffusion model DiffDock-L with smina optimisation (DiffDock) and Equ...
Dominik Mann, Bernhard Knapp, Heinrich Krobath et al.· Zenodo (CERN European Organi...· 0 citations
