Graph representation learning by Zhang, Xinyi

“…A set of criteria is also proposed for selecting initial meta-paths for mSHINE which is helpful to reduce the meta-path selection cost. …”
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Calibrating DFT Formation Enthalpy Calculations by Multifidelity Machine Learning by Gong, Sheng, Wang, Shuo, Xie, Tian, Chae, Woo Hyun, Liu, Runze, Shao-Horn, Yang, Grossman, Jeffrey C.

“…In this work, we use a multifidelity random forest model to learn the experimental formation enthalpy of materials with prediction accuracy higher than the Perdew-Burke-Ernzerhof (PBE) functional with linear correction, PBEsol, and meta-generalized gradient approximation (meta-GGA) functionals (SCAN and r2SCAN), and it outperforms the hotly studied deep neural network-based representation learning and transfer learning. …”
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Immunotherapy in autoimmune encephalitis by Trewin, BP, Freeman, I, Ramanathan, S, Irani, SR

“…In this review of a rapidly emerging field, we evaluate recent studies on larger cohorts, registries, and meta-analyses to highlight existing evidence for contemporary therapeutic approaches in AE. …”

Investigating the EM performance of building materials for mid-band 5G in urban built environment: an exploratory study by Ng, Sean Jake Peng

“…The thesis is concluded with the investigation of material loading on an evolved antecedent hexagonal-stubbed complementary split-ring resonator (CSRR)-loaded electrically small antenna (ESA) designed to cover the 3.5 GHz 5G frequency band. …”
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A middle infrared hyperspectral imaging based on diffraction grating and metalens by Gong, Tu

“…Additionally, a simulation of a meta-diffraction grating for visible light is made based on relevant papers to enhance the understanding of meta-diffraction grating and familiarity with the simulation software. …”
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Prediction models for intradialytic hypotension in hemodialysis patients: a protocol for systematic review and critical appraisal by Li, Zifeng, Yang, Luhuan, Xi, Zuyang, Yi, Wen

“…The protocol has been prepared using the Preferred Items for Systematic Review and Meta-analysis Protocols (PRISMA-P) guidelines. The systematic review protocol for IDH prediction in hemodialysis patients has been registered with the International Platform of Registered Systematic Review and Meta-analysis Protocols (INPLASY2023110081, DOI: 10.37766/inplasy2023.11.0081). …”
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Metasurface-tunable lasing polarizations in a microcavity by Yuan, Zhiyi, Huang, Shih-Hsiu, Qiao, Zhen, Wu, Pin Chieh, Chen, Yu-Cheng

“…The roles of intracavity metasurfaces and light–meta-atom interactions were investigated under a stimulated emission process in a microcavity. …”
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Rigid-elastic combined metamaterial beam with tunable band gaps for broadband vibration suppression by Zhang, Jiazhen, Peng, Xuzhang, Yu, Dewen, Hu, Guobiao, Yang, Yaowen

“…A parametric study elucidates the influences of geometric parameters on band gap formation, followed by an exploration of the tunability of the proposed meta-beam through a graded scheme and optimization strategy. …”
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Power management system design and optimization for European Student Moon Orbitor (ESMO) by Muhammad Dzahir Mohamed Zain Affandi.

“…ESMO is a European Space Agency (ESA) initiative to involve the universities to build the first student satellite to orbit the Moon. …”
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Comparison of models to predict incident chronic liver disease: a systematic review and external validation in Chinese adults by Cong, X, Song, S, Li, Y, Song, K, MacLeod, C, Cheng, Y, Lv, J, Yu, C, Sun, D, Pei, P, Yang, L, Chen, Y, Millwood, I, Wu, S, Yang, X, Stevens, R, Chen, J, Chen, Z, Li, L, Kartsonaki, C, Pang, Y

“…We aimed to systematically review CLD prediction models, meta-analyze their performance, and externally validate them in 0.5 million Chinese adults in the China Kadoorie Biobank (CKB). …”

Comparison of models to predict incident chronic liver disease: a systematic review and external validation in Chinese adults by Cong, X, Song, S, Li, Y, Song, K, MacLeod, C, Cheng, Y, Lv, J, Yu, C, Sun, D, Pei, P, Yang, L, Chen, Y, Millwood, I, Wu, S, Yang, X, Stevens, R, Chen, J, Li, L, Kartsonaki, C, Pang, Y, Chen, Z

“…We aimed to systematically review and meta-analyze CLD prediction models and externally validated them in 0.5 million Chinese adults in the China Kadoorie Biobank (CKB).…”

Development and evaluation of a polygenic risk score for lung cancer in never-smoking women: a large-scale prospective Chinese cohort study by Wei, X, Sun, D, Gao, J, Zhang, J, Zhu, M, Yu, C, Ma, Z, Fu, Y, Ji, C, Pei, P, Yang, L, Millwood, IY, Walters, RG, Chen, Y, Du, H, Jin, G, Chen, Z, Hu, Z, Li, L, Shen, H, Lv, J, Ma, H

“…We first performed a large GWAS meta-analysis (8595 cases and 8275 controls) to systematically identify the susceptibility loci for lung cancer in never-smoking Asian women and then generated a PRS using GWAS datasets. …”

Cluster analysis on dynamic graphs by Nguyen, Ngoc Khanh

“…This project describes: a novel graph clustering algorithm that is an efficient extension of the Gibbs sampling under distance-dependent Chinese Restaurant Process, ddCRP for graph, a general cluster ensemble, and a cluster matching algorithm based on the concept of Meta-Graph [32], an algorithm pipeline to tackle the dynamic graph clustering problem, intensive experiments to measure performance of the new algorithms.…”
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Inflammatory biomarkers and motoric cognitive risk syndrome: multicohort survey by Groeger, Justina L., Ayers, Emmeline, Barzilai, Nir, Beauchet, Olivier, Callisaya, Michele, Torossian, Maral R., Derby, Carol, Doi, Takehiko, Lipton, Richard B., Milman, Sofiya, Nakakubo, Sho, Shimada, Hiroyuki, Srikanth, Velandai, Wang, Cuiling, Verghese, Joe

“…In meta-analysis, highest tertiles of IL-6 (aOR 1.57, 95%CI 1.01- 2.44) and CRP (aOR 1.65, 95%CI 1.09–2.48) was associated with MCR versus lowest tertiles in the pooled sample. …”
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Learning to generalize to new tasks/domains with limited data by Peng, Danni

“…A recurrent neural network design is adopted for the meta-model generator to leverage its ability of capturing the sequential patterns. …”
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Algorithmic discrimination and ethical perspective of artificial intelligence / by Kılıç, Muharrem, editor, Kahyaoglu, Sezer Bozkus, editor, SpringerLink (Online service)

“…Comprising an array of insightful chapters, this book offers an in-depth exploration of artificial intelligence technologies, encompassing a broad spectrum of topics ranging from data protection to algorithmic discrimination, the deployment of artificial intelligence in criminal proceedings to combating hate speech, and from predictive policing to meta-surveillance. It aims to serve as a call to action, urging societies and policymakers to acknowledge the potential threats posed by AI and recognize the need for robust legislative frameworks and ethical principles to ensure that international standards on human rights are upheld in the face of technological advancements…”
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Optimization Techniques for Hybrid Power Systems : Renewable Energy, Electric Vehicles, and Smart Grid / by Hazra, Sunanda, 1991-, editor 655474, Sultana, Sneha, 1988-, editor 655475, Roy, Provas, 1973-, editor 646925, IGI Global Scientific Publishing (Online service) 655412

“…This book has a focus on nature-inspired and meta-heuristic optimization methods, and it demonstrates how these techniques have revolutionized renewable energy problem-solving and their application in real-world scenarios. …”
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Gas-phase and solid-state electronic structure analysis and DFT benchmarking of HfCO by Ariyarathna, Isuru R., Cho, Yeongsu, Duan, Chenru, Kulik, Heather J.

“…We utilized the CCSD(T) benchmark values of De, excitation energy, and ionization energy (IE) values to evaluate density functional theory (DFT) errors with 23 exchange–correlation functionals spanning GGA, meta-GGA, global GGA hybrid, meta-GGA hybrid, range-separated hybrid, and double-hybrid functional families. …”
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Hardness of Range Avoidance and Remote Point for Restricted Circuits via Cryptography by Chen, Yilei, Li, Jiatu

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Essence facts and the source of normativity by Baysan, U

“…Along the way, I address questions about what it is to be a normative fact and relate the implications of this discussion to general issues about metaphysical explanation in meta-normativity.…”