Automatic identification of slip pathways in ductile inorganic materials by combining the active learning strategy and NEB method by Jun Luo, Tao Fan, Jiawei Zhang, Pengfei Qiu, Xun Shi, Lidong Chen

“…In this study, we propose an automated workflow based on the interlayer slip potential energy surface to identify slip pathways in complex inorganic systems. Our computational approach consists of two key stages: first, an active learning strategy is utilized to efficiently and accurately model the interlayer slip potential energy surfaces; second, the climbing image nudged elastic band method is employed to identify minimum energy pathways, followed by comparative analysis to determine the final slip pathway. …”
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Design of a logistics warehouse robot positioning and recognition model based on improved EKF and calibration algorithm by Yunbo Wang, Chao Ye

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Maximizing theoretical and practical storage capacity in single-layer feedforward neural networks by Zane Z. Chou, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller

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Exploring the conformational transitions of biomolecular systems using a simple two-state anisotropic network model. by Avisek Das, Mert Gur, Mary Hongying Cheng, Sunhwan Jo, Ivet Bahar, Benoît Roux

“…We first search for the minimum energy structure on the cusp hypersurface and then treat it as the transition state. …”
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Stacking modeling with genetic algorithm-based hyperparameter tuning for uniaxial compressive strength prediction by Tanveer Alam Munshi, Khanum Popi, Labiba Nusrat Jahan, M. Farhad Howladar, Mahamudul Hashan

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A pose generation model for animated characters based on DCNN and PFNN by Boli Wang

“…The experiment outcomes denote that the raised model begins to converge at 50 iterations, with a minimum loss value of 0.13. The convergence speed and loss value are better than other models. …”
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A novel machine learning based approach for iPS progenitor cell identification. by Haishan Zhang, Ximing Shao, Yin Peng, Yanning Teng, Konda Mani Saravanan, Huiling Zhang, Hongchang Li, Yanjie Wei

“…In this paper, we propose a novel computational approach for the identification of iPS progenitor cells based on machine learning and microscopic image analysis. …”
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Learning path planning methods based on learning path variability and ant colony optimization by Jing Zhao, Haitao Mao, Panpan Mao, Junyong Hao

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Phylogenetic reconstruction of orthology, paralogy, and conserved synteny for dog and human. by Leo Goodstadt, Chris P Ponting

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Customer active power consumption prediction for the next day based on historical profile by Ahmad A. Goudah, Mohamed El-Habrouk, Dieter Schramm, Yasser G. Dessouky

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Trends in SARS-CoV-2 infection prevalence during England's roadmap out of lockdown, January to July 2021. by Oliver Eales, Haowei Wang, David Haw, Kylie E C Ainslie, Caroline E Walters, Christina Atchison, Graham Cooke, Wendy Barclay, Helen Ward, Ara Darzi, Deborah Ashby, Christl A Donnelly, Paul Elliott, Steven Riley

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New Current-Mode Integrated Ternary Min/Max Circuits without Constant Independent Current Sources by Mona Moradi, Reza Faghih Mirzaee, Keivan Navi

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Proper Magic Sigma Coloring of Specific Graphs by Panuvit Chuaephon, Kittikorn Nakprasit

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CLASSIFICATION AND PREDICTION OF BENTHIC HABITAT FROM SCIENTIFIC ECHOSOUNDER DATA: APPLICATION OF MACHINE LEARNING ALGORITHMS by Baigo HAMUNA, Sri PUJIYATI, Jonson Lumban GAOL, Totok HESTIRIANOTO

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Uniquely hamiltonian graphs for many sets of degrees by Gunnar Brinkmann, Matthias De Pauw

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Comparison of Optimization- and Rule-Based EMS for Domestic PV-Battery Installation with Time-Varying Local SoC Limits by Akila Herath, Supun Kodituwakku, Dinithi Dasanayake, Prabath Binduhewa, Janaka Ekanayake, Kamalanath Samarakoon

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Machine learning approaches for imputing missing meteorological data in Senegal by Mory Toure, Nana Ama Browne Klutse, Mamadou Adama Sarr, Md Abul Ehsan Bhuiyan, Annine Duclaire Kenne, Wassila Mamadou Thiaw, Daouda Badiane, Amadou Thierno Gaye, Ousmane Ndiaye, Cheikh Mbow

“…RF yielded comparable performance, especially for maximum and minimum temperature (TMAX, TMIN), maintaining strong stability even at 20 % missingness. …”
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Spectral Efficiency Analysis for Uplink Multicell Massive MIMO Cellular Communication System under Fading Channels by Yibeltal Abebaw, Rajeev K. Shakya, Demissie Jobir Gelmecha, Eshetu Tessema Ware

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The Metric Dimension of Algebraic Constructed Graph of Dihedral Group Dn by Qammar Rubab, Saba Rao, Muhammad Ishtiaq

“…Metric dimension is the minimum number of vertices in a graph that can uniquely identify all other vertices based on their distances to the vertices in the set. …”
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Multimedia Vision Improvement and Simulation in Consideration of Virtual Reality Reconstruction Algorithms by Jing He

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