Marine Voyage Optimization and Weather Routing with Deep Reinforcement Learning by Charilaos Latinopoulos, Efstathios Zavvos, Dimitrios Kaklis, Veerle Leemen, Aristides Halatsis

“…The problem becomes particularly complex when incorporating a dynamic environment, such as future expected weather conditions along the route and unexpected disruptions. …”
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InceptionDTA: Predicting drug-target binding affinity with biological context features and inception networks by Mahmood Kalemati, Mojtaba Zamani Emani, Somayyeh Koohi

“…Transformers struggle with scalability, while graph-based methods have difficulty handling large datasets and complex molecular structures. …”
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Automation of Formal Verification of Programs in the Pifagor Language by M. S. Ushakova, A. I. Legalov

“…Basic transformations of the data-flow graph are edge marking, equivalent transformation, splitting, folding of the program. …”
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Multi-Neighborhood Sparse Feature Selection for Semantic Segmentation of LiDAR Point Clouds by Rui Zhang, Guanlong Huang, Fengpu Bao, Xin Guo

“…To address these problems, a sparse feature dynamic graph convolutional neural network, abbreviated as SFDGNet, is constructed in this paper for LiDAR point clouds of complex scenes. …”
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2D-QSAR driven design, molecular docking, molecular dynamics simulation and MM/GBSA studies on quinazoline derivatives for development of VEGFR-2 inhibitors by Mayank Kashyap, Saurabh Gupta, Yogita Bansal, Gulshan Bansal

“…MM/GBSA calculation also indicated stable complex with binding free energy of 0.28 kcal/mol. …”
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Assessing institutional sanitation and its impact at a citywide level: an exploration of school sanitation in the Accra Metropolitan Area, Ghana by William Nkonde, William Nkonde, Claire Furlong, Brian Reed, Damir Brdanovic

“…However, current SFDGs assume that individuals use only home toilets, overlooking the complexity of toilet usage, including public and workplace facilities. …”
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Topological indices and their correlation with structural properties of carbon nanotube Y-junctions by Khawlah Alhulwah, Ali N.A. Koam, Nasreen Almohanna, Muhammad Faisal Nadeem, Ali Ahmad

“…In this work, the calculation of the Balaban, Forgotten, and Zagreb indices for the four types of CNT Y-junctions is carried out using chemical graph theory. The obtained results clearly show that all these topological indices increase progressively across the different configurations of the Y-junctions, which evidences a direct relationship among the structural complexity and stability with their electronic properties.…”
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Approximate Solution of Mixed Problem for Telegrapher Equation with Homogeneous Boundary Conditions of First Kind Using Special Functions by P. G. Lasy, I. N. Meleshko

“…It is linear in relation to the line splitting step with a time-exponential coefficient. …”
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Application of Polylogarithms to the Approximate Solution of the Inhomogeneous Telegraph Equation for the Distortionless Line by P. G. Lasy, I. N. Meleshko

“…It is linear with respect to the step of splitting the line and the step of splitting the time range in which the problem is considered. …”
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Solving 0-1 Knapsack and Bin Packing Problem Using Logical Social Group Optimization by Rhiddhi Prasad Das, Junali Jasmine Jena, Suresh Chandra Satapathy, Naeem M. S. Hannoon

“…For bin packing problems, the binary splitting strategy optimally minimizes bin usage, achieving 5 bins on the P04 dataset, while maintaining solution quality. …”
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