Fast and Scalable Dynamic Gas Network Modeling and Simulation Framework With Gas Composition Tracking by Yifei Lu, Andrew Ivan Sulimro, Thiemo Pesch, Andrea Benigni

“…The proposed approach decouples the dynamic gas flow simulation and the composition tracking. …”
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Dynamically Tunable Multidimensional Feature Focusing and Diffusion Networks for Water Surface Debris Detection by Chong Zhang, Jie Yue, Jianglong Fu

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Pest detection in dynamic environments: an adaptive continual test-time domain adaptation strategy by Rui Fu, Shiyu Wang, Mingqiu Dong, Hao Sun, Mohammed Abdulhakim Al-Absi, Kaijie Zhang, Qian Chen, Liqun Xiao, Xuewei Wang, Ye Li

“…Our DynamicDA enhances images for each batch by combining strong and weak augmentations. …”
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Hybrid Attention-Enhanced Xception and Dynamic Chaotic Whale Optimization for Brain Tumor Diagnosis by Aliyu Tetengi Ibrahim, Ibrahim Hayatu Hassan, Mohammed Abdullahi, Armand Florentin Donfack Kana, Amina Hassan Abubakar, Mohammed Tukur Mohammed, Lubna A. Gabralla, Mohamad Khoiru Rusydi, Haruna Chiroma

“…Batch sizes and layer freezing methods were also adjusted according to image size. …”
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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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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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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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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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Necessary Measures for Ensuring the Quality of Hot Mix Asphalt in Lithuania by Kazys Petkevičius, Henrikas Sivilevičius

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scRDEN: single-cell dynamic gene rank differential expression network and robust trajectory inference by Han Zhang, Wei Zhang, Xiaoying Zheng, Yuanyuan Li

“…It is particularly noteworthy that scRDEN method yielded exceptional results when applied to the large-scale, multi-branched, double-batch mouse dentate gyrus data. This outstanding performance provides novel and valuable insights into large-scale, multi-batch trajectory inference and the study of transcriptional mechanism regulation during the processes of differentiation and development.…”
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Iron biochar synergy in aquatic systems through surface functionalities electron transfer and reactive species dynamics by Md Abdullah Al Masud, Hasara Samaraweera, Md. Mahmudul Hassan Mondol, Ardie Septian, Rakesh Kumar, Leigh G. Terry

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Characterization of the enteric virome of clinically healthy pigs around weaning on commercial farms in the Netherlands using next generation sequencing and qPCR by M.A.R. Schyns, R. van den Braak, J. Peijnenborg, S. Coppens, M. Deijs, M. G.J.M. Burggraaff, W. I. Kuller, S. Theuns, L. van der Hoek, A. de Groof

“…This study describes the dynamics of the enteric virome in clinically healthy pigs using NGS and qPCR until 10 weeks of age. …”
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Research on dynamic measurement and coupling coordination of traditional industrial transformation under the background of zero waste cities in China by Xing Li, Yang Tang, Ruoyu Zhong

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Continuous-flow phosphate removal using Cry-Ca-COS Monolith: Insights from dynamic adsorption modeling by Chanadda Phawachalotorn, Worawit Wongniramaikul, Satabodee Kaewnoo, Aree Choodum

“…The adsorption data were analyzed using five dynamic adsorption models—Adam-Bohart, Wolborska, Thomas, Yoon-Nelson, and Yan—employing both linear and non-linear approaches. …”
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Lattice-filled TA15 titanium alloy optics housing for laser communication terminals: Design and dynamics validation by Fei Chen, Jie Hou, Song Guo, Yinghong He, Fu Li, Juan Lv, Jianfeng Yang, Bin Xue

“…This work provides a new idea for the design and manufacture of lightweight, low-cost, and high-efficiency laser communication terminals, which can realize the batch substitution of AlSiC housings.…”
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Efficient recovery of rare metal lanthanum from water by MOF-modified biochar: DFT calculation and dynamic adsorption by Qilan Huang, Qianru Zhang, Shuwen Zhao, Chuchen Zhang, Huixin Guan, Jianqiao Liu

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