001 A mutual information-boosted multi-head self-attention network for high-precision prediction of lithium-ion battery health status Semantic Scholar Paper Xin Zhang, Tian Hu et al. Oct 1 002 An automated mylar inspection system for ABF substrates using vision graph convolutional network Semantic Scholar Paper Ssu-Han Chen, Hui-Qun Zhang et al. Oct 1 003 Application of unsupervised machine learning for performance-driven segmentation of sustainable knitted fabrics of ultraviolet protection and moisture-related comfort Semantic Scholar Paper S. Duru, C. Erden et al. Oct 1 004 Large-area damage inpainting of ancient paintings with long-range contextual Semantic Scholar Paper Jumei Chang, Zengguo Sun et al. Oct 1 005 State of health estimation and remaining useful life prediction of Li-ion battery oriented to real-world electric vehicles: A comprehensive evaluation methodology Semantic Scholar Paper Haixu Yang, Fengwei Liang et al. Oct 1 006 State-of-health estimation of lithium-ion batteries based on probabilistic diffusion models and self-learning dynamic channel attention assisted extended long short-term memory Semantic Scholar Paper Jianguo Miao, Jilong Xie et al. Oct 1 007 A degradation-adaptive deep-sea polymetallic nodule image segmentation framework with dual-frequency fusion for Jiaolong submersible Semantic Scholar Paper Zixiang Dai, Xu Yang et al. Sep 1 008 An enhanced SOH prediction framework for lithium-ion batteries via CVAE-GRU architecture and projection theorem fusion Semantic Scholar Paper Hengshan Zhang, Yueyang Gao et al. Sep 1 009 Automatic identification method for phase structure of steel slag concrete based on deep learning network of transformer Semantic Scholar Paper Chao Yin, Guanting Ye et al. Sep 1 010 BEKDNet: A boundary-enhanced Mamba network with cross-image relational distillation for aerospace thermal control coating defect segmentation Semantic Scholar Paper Kailin Hou, Zhiqiang Liang et al. Sep 1 011 Data-driven decision support method for trimming allowance to achieve high-precision assembly in complex steel structures Semantic Scholar Paper Qirong Chen, Dongsheng Li et al. Sep 1 012 From surface to volume: Deep learning-driven 3-dimensional realization of large 2-dimensional images for energy materials Semantic Scholar Paper Kunning Tang, Y. Wang et al. Sep 1 013 High-dimensional design of kirigami patches metamaterials using physics-based machine learning with uncertainty quantification Semantic Scholar Paper Jinyang Li, Jyotshna Bali et al. Sep 1 014 Machine learning for materials analysis, process optimization, and defect detection in additive manufacturing: A review Semantic Scholar Paper B. Xie, Xiaoxuan Liu et al. Sep 1 015 Noise-robust damage quantification in laminated composite structures using hybrid transformer and convolutional neural network Semantic Scholar Paper Muhammad Haris Yazdani, Muhammad Muzammil Azad et al. Sep 1 016 Process-conditioned transmission electron microscopy image generation from optical critical dimension metrology Semantic Scholar Paper Kun Jeong, S. Kim Sep 1 017 Quantitative stress assessment of dented fuselage panels through the integration of FEM, parametric modeling and Gaussian process regression Semantic Scholar Paper Xiaowei Wu, Sanjay Gothivarekar et al. Sep 1 018 Remaining useful life prediction of lithium-ion batteries by physics-interpretable enhanced electrochemical features and adaptive spline modeling based on TCN-KAN Semantic Scholar Paper Xiaoli Zhang, Jie Lv et al. Sep 1 019 Self-attention enhanced TCN for remaining useful life prediction of roller in a hot rolling process with uncertainty assessment Semantic Scholar Paper Di Zhou, Canyang Ding et al. Sep 1 020 Topology optimization of piezoelectric structures based on multi-modal input neural network Semantic Scholar Paper Jianhua Xiang, Yudong Yang et al. Sep 1 021 Ultra lightweight framework with attention mechanism for crack segmentation using OTSU pre-segmentation and offline self-distillation Semantic Scholar Paper Yichuan Dong, Jian Jiang et al. Sep 1 022 Variational energy-embedded multiphysics informed neural network framework for nonlinear bending, free vibration, and buckling of magneto-electro-elastic plates Semantic Scholar Paper D. Ly, Tram-Ngoc Bui et al. Sep 1 023 A multimodal fusion-enhanced perception network for online grain size estimation in laser directed energy deposition Semantic Scholar Paper Jie Wang, Zhifen Zhang et al. Aug 1 024 An efficient time-lapse hydration model for powders coupled with machine learning algorithms Semantic Scholar Paper Pingyang Zhang, Xujiang Wang et al. Aug 1 025 Autoencoder: An efficient inverse design method for gallium nitride high electron mobility transistor structures Semantic Scholar Paper Yan Pang, Meilan Hao et al. Aug 1 026 Color-based damage detection and evaluation of post-fire NSC components using machine learning and finite element modeling Semantic Scholar Paper Zejia Liu, Yuxi Zhao et al. Aug 1 027 Correlating non-uniform reinforcement corrosion parameters using hybrid ensemble model and low-cost three-dimensional photogrammetry Semantic Scholar Paper A. Haamidh, K. S. J. Babu et al. Aug 1 028 Damage assessment of impact-damaged steel reinforced concrete columns using machine learning Semantic Scholar Paper Jinghui Wei, Zongbo Hu et al. Aug 1 029 Deep active sequential learning of stress evolution in early-age concrete informed by thermo-chemo-mechanical modelling Semantic Scholar Paper Minfei Liang, Yong Fang et al. Aug 1 030 Deep learning prediction of weld bead geometry during multi-pass multi-layer welding process Semantic Scholar Paper Van-Doi Truong, Jonghun Yoon Aug 1 031 Defect detection of monocrystalline silicon wafers for photovoltaic applications using an improved you only look once version 8 small algorithm Semantic Scholar Paper Wenbo Bi, Xinyu Wang et al. Aug 1 032 Dual-domain data enhancement and lightweight deep architecture for robust powder bed defect detection Semantic Scholar Paper Zihan Yang, Junlai Zhao et al. Aug 1 033 Enabling inverse design of metamaterials via trustworthy and interpretable representation learning with epistemic uncertainty awareness Semantic Scholar Paper Jiangce Chen, Jury Alrumaihi et al. Aug 1 034 Ensemble modeling via entropy weight method and technique for order preference by similarity to an ideal solution for powder factor optimization toward targeted blast fragmentation Semantic Scholar Paper Weizhong Chen, Bo Liu et al. Aug 1 035 Explainable artificial intelligence framework for predicting and minimizing CO₂ emissions in GGBFS-geopolymer concrete Semantic Scholar Paper S. R. Wani, A. Al-Fakih et al. Aug 1 036 From data-driven machine learning to distilled analytical models: Predicting tensile creep of concrete at early age Semantic Scholar Paper Zhiqiang Cao, Tianyu Xie et al. Aug 1 037 Gradient stream-based detection of tiny burr defects in the inner bore of optical fiber connector crimp tubes Semantic Scholar Paper Zhuxi Ma, Xiaolin Zheng et al. Aug 1 038 Hierarchical detection and evaluation method for surface defects based on dynamic feature selection and uncertainty-guided optimization Semantic Scholar Paper Liangliang Li, Peng Wang et al. Aug 1 039 High-fidelity generation of three-dimensional X-ray computed tomography graph for concrete under limited data based on a latent diffusion model Semantic Scholar Paper Zhantang Chen, Bihan Zhang et al. Aug 1 040 Hybrid deep neural network-model predictive control strategy for high-yield magnesium stearate: A sustainable batch reactor temperature control framework Semantic Scholar Paper R. Manimaran, J. M. Ali et al. Aug 1 041 Light gradient boosting machine-enhanced parameter-free Rao-differential evolution algorithm for efficient multi-objective nonlinear steel frame optimization Semantic Scholar Paper V. Truong, Manh-Cuong Nguyen et al. Aug 1 042 Mechanistic and data-driven investigation of nano-minimum quantity lubrication aided milling of heat-treated high-speed tool steel for enhanced machinability and sustainability Semantic Scholar Paper A. Arunkumar, Krishnadas Narayanan Nampoothiri et al. Aug 1 043 Multi-scale wavelet low-frequency fusion network for particle image segmentation and size analysis of diammonium phosphate Semantic Scholar Paper Yonghao Liu, Xun Lang et al. Aug 1 044 Performance prediction of circular concrete-filled steel tubular columns strengthened with steel tube and sandwiched concrete jackets using diffusion models Semantic Scholar Paper Zongming Song, Keao Peng et al. Aug 1 045 Uncertainty-aware fuzzy soft-computing framework for thermal optimization of Jeffery hybrid nanofluid flow over a Riga surface Semantic Scholar Paper A. Hussain, Shoaib Ali et al. Aug 1 046 Interface Defects and Recombination in HTL-Free and Bilayer Cs2SnI6 Perovskite Solar Cells: Numerical Modeling and Machine Learning Analysis. Semantic Scholar Paper Md Zannatul Arif, Guobing Zhou et al. Jul 20 047 Mapping Order in Semicrystalline Polymers using Machine Learning of Nanobeam Electron Diffraction arXiv Paper Nicholas Marchese, Arthur R C McCray et al. Jul 18 048 SSA(BBO)-optimized neural networks for remaining useful life estimation and health monitoring of lithium-ion batteries. Semantic Scholar Paper Wenlong Tao, Chao Lu et al. Jul 18 049 Multi-Modal Semantic Segmentation of Electrolyzer Components for Sustainable Hydrogen Technologies: A Dual-Branch Deep Learning Approach arXiv Paper Wasimul Karim, Nur Mohammad Fahad et al. Jul 17 050 Quantum machine learning for predicting properties of van der Waals bilayers. Semantic Scholar Paper C. Chowdhury, L. Giordano Jul 17 051 Supervised artificial intelligence classification of clinker processing conditions by optical microscopy. Semantic Scholar Paper Daniela Gastaldi, Mirko Ippolito et al. Jul 17 052 Surrogate-to-code verification of a non-intrusive POD-GPR machine-learning emulator of peak thermomechanical fields, with application to a carbon-carbon aircraft brake disc arXiv Paper Franklin Kamche Jul 17 053 Familywise Feature Importance Stability in Chemical and Materials Machine Learning. Semantic Scholar Paper Ruilin Lai, Xiaotong Liu et al. Jul 16 054 A risk-constrained machine learning method for reproducible and sensitive gas-sensing material screening. Semantic Scholar Paper Yiwei Jiang, Wenhao Lin et al. Jul 15 055 Machine learning prediction of DFT-derived electrical conductivity in perovskite and double perovskite materials using physically motivated descriptors. Semantic Scholar Paper Fatemeh Mohammad Dezashibi, F. Roshani Jul 15 056 Physics-Informed Residual Deep Learning for Constitutive Modeling of Hot Deformation and Dynamic Recrystallization in a Mo-Rich $\alpha+\beta$ Titanium Alloy arXiv Paper Prashil S. Joshi, Diksha Mahadule et al. Jul 15 057 XCT-SAM: Sequential Parameter-Efficient Domain Adaptation of SAM for Industrial XCT Defect Segmentation arXiv Paper Mahamudul Hasan, Md. Mushfiqur Rahaman et al. Jul 15 058 A Masked Autoencoder Approach to Unsupervised Steel Surface Defect Recognition arXiv Paper Shrey Patel Jul 14 059 Deep Learning-based Surrogate Modelling of the LOD Method for Multiscale Problems arXiv Paper M. Haltmayer, J. Seo et al. Jul 14 060 Insights into the Indexing of Powder X-ray Diffraction from a Robust Transformer Deep Learning. Semantic Scholar Paper Ke Shu, Wei-Xin Yan et al. Jul 13