Spatiotemporal Dynamic Changes in Cropland and Multi-Scenario Simulation in the Yarlung Zangbo River Basin by Mengni He, Yanguo Liu, Liwei Tan, Jingji Li, Ziqin Wang, Yafeng Lu, Wenxu Liu, Qi Tan

“…Using land use transfer matrices, center of gravity models, standard deviation ellipses, the Patch-generating Land Use Simulation (PLUS) model, and Partial Least Squares Structural Equation Modeling (PLS-SEM), it explores cropland dynamics and predicts land use for 2030. …”
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Dynamic Surrogate Optimization of Vertically Stacked Nanosheet FET Based on Gaussian Process Regression by Christofer N. Yalung, Doldet Tantraviwat

“…The design of vertically stacked n-type and p-type nanosheet FETs (NSFETs) was applied using a dynamic surrogate optimization-gaussian process regression (DSO-GPR) with batch assessment and halting conditions. …”
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Development of Hybrid Neutron Dynamics Algorithm Based on Transient Fission Matrix Combined Method by LI Yuehang, HE Donghao, LIU Xiaojing, PAN Qingquan

Spatially Explicit Analysis of Landscape Structures, Urban Growth, and Economic Dynamics in Metropolitan Regions by Ioannis Vardopoulos, Marco Maialetti, Donato Scarpitta, Luca Salvati

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Limiting Dynamics for Q-Learning with Memory One in Symmetric Two-Player, Two-Action Games by J. M. Meylahn, L. Janssen

“…Lastly, we show that the mutual best-response dynamics are realized by a sample batch Q-learning algorithm in the infinite batch size limit.…”
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Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems by Maria Chiara Angelini, Angelo Giorgio Cavaliere, Raffaele Marino, Federico Ricci-Tersenghi

“…Here we show that in discrete optimization and inference problems, the dynamics of an SGD-like algorithm resemble very closely that of Metropolis Monte Carlo with a properly chosen temperature, which depends on the mini-batch size. …”
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Effects of pattern dynamics on carbon storage capacity in the Qinghai-Tibetan Plateau from 1980 to 2020 by Jiajia Li, Guohua Liu, Xukun Su, Junyan Zhao, Lingli Zuo, Shuyuan Zheng, Kui Luo

“…Carbon storage was positively correlated with Aggregation Index and Largest Patch Index, but negatively correlated with Patch Density and Edge Density. …”
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In and out: factors influencing two decades of straying and homing by Pacific salmon within the Columbia River basin by Peter A. H. Westley, Andrew H. Dittman, Benjamin W. Nelson, Morgan H. Bond, Molly Payne, Thomas P. Quinn

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Inverse design of perimeter-controlled InAs-assisted metasurface for two-dimensional dynamic beam steering by Sabri Raana, Mosallaei Hossein

“…The current commercially viable light detection and ranging systems demand continuous, full-scene, and dynamic two-dimensional point scanning, while featuring large aperture size to ensure long distance operation. …”
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Globally consistent dense 3D reconstruction with loop closure under fast camera motion by Haigang Sui, Xuanhao Wang, Guohua Gou, Yang Ye, Han Li, Hao Zhang, Weicheng Jiang, Mingting Zhou

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VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis by Rexford Nii Ayitey Sosu, Jinfu Chen, Edward Kwadwo Boahen, Zikang Zhang

“…These flaws can be detected using dynamic analysis methods that extract various aspects from smart contract bytecode. …”
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An Efficient and Robust Estimation of Spatio‐Temporally Distributed Parameters in Dynamic Models by an Ensemble Kalman Filter by Yohei Sawada, Le Duc

“…Abstract The accuracy of Earth system models is compromised by unknown and/or unresolved dynamics, making the quantification of systematic model errors essential. …”
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Optimizing the dynamic treatment regime of outpatient rehabilitation in patients with knee osteoarthritis using reinforcement learning by Sijia Liu, Jiawei Luo, Chengqi He

“…Then, based on the key features screened out, a dynamic treatment recommendation system was constructed by using deep reinforcement learning algorithms, including Deep Deterministic Policy Gradien(DDPG), Deep Q-Network(DQN) and Batch-Constrained Q-learning(BCQ). …”
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Spatiotemporal dynamics and influencing factors of land carbon stock in Chengdu Plain using an integrated model by Jie Tang, Wenfu Peng

“…Abstract Understanding land carbon stock dynamics is essential for sustainable land use and ecological conservation amid rapid urbanisation. …”
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Treated wastewater reuse for recharge in agricultural fields: Retention dynamics and geochemical modeling of macronutrients in soils by Ajit Kumar, Basant Yadav

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Bridging cell morphological behaviors and molecular dynamics in multi-modal spatial omics with MorphLink by Jing Huang, Chenyang Yuan, Jiahui Jiang, Jianfeng Chen, Sunil S. Badve, Yesim Gokmen-Polar, Rossana L. Segura, Xinmiao Yan, Alexander Lazar, Jianjun Gao, Bing Yao, Michael Epstein, Linghua Wang, Jian Hu

“…Additionally, MorphLink is scalable and robust against cross-sample batch effects, making it an efficient method for integrative spatial omics data analysis across samples, cohorts, and modalities, and enhancing the interpretation of results for large-scale studies.…”
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Investigating the Dynamic Change and Driving Force of Isolated Marsh Wetland in Sanjiang Plain, Northeast China by Shuangwei Zhang, Jiping Liu, Yanhui Chen, Wenhan Pei, Lihui Xuan, Yingpu Wang

“…Through field surveys, combined with visual interpretation and the Random Forest Algorithm, the distributional changes in isolated marsh wetlands, non-isolated marsh wetlands, and natural marsh wetlands in the Sanjiang Plain from 1975 to 2020 were identified and extracted. The dynamic change characteristics as well as the patch importance values (dIIC) of isolated and non-isolated marsh wetlands were analyzed using the dynamic degree, standard deviation ellipse model, and the integral index of connectivity (IIC). …”
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Necessary Measures for Ensuring the Quality of Hot Mix Asphalt in Lithuania by Kazys Petkevičius, Henrikas Sivilevičius

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Ecological analysis and multi-scenario simulation of Yellow River Delta wetland under clearing of Spartina alterniflora by Zhiyong Wang, Zhenjin Li, Xiaotong Liu, Haoran Song, Shunwei Liu, Jintao Qi, Fang Jing, Zhenhai Gao

“…Through wetland analysis, we designed scenarios for natural development, ecological priority, farmland protection, and combined development. The patch generating land use simulation model was used to simulate wetland scenarios for 2030 and analyze factors influencing wetland use cover change and future conversion patterns. …”
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Modeling the Effects of Vegetation on Air Purification Through Computational Fluid Dynamics in Different Neighborhoods of Beijing by Bin Cai, Haomiao Cheng, Fanding Xiang, Han Wang, Tianfang Kang

“…The results also showed that the size and configuration of green patches directly influence PM_2.5 purification efficiency, with consolidated green areas outperforming scattered patches in particle absorption and deposition. …”
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