Approximation algorithms for stochastic scheduling on unrelated machines by Scott, Jacob (Jacob Healy)

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Networked control of aircraft operations at airports and in terminal areas by Khadilkar, Harshad (Harshad Dilip)

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Internal multiscale autoregressive processes, stochastic realization, and covariance extension by Frakt, Austin B. (Austin Berk)

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Understanding the recovery of a secondary forest in Singapore through the lenses of traits and demography by Gan, Jessie Hui Sze

“…They also reveal the potential influence of stochastic processes such as dispersal limitation on the colonization success of non-pioneer species in the secondary forest and masting events on seedling recruitment. …”
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On the adversarial robustness of Gaussian processes by Patanè, A

“…Employing the central limit theorem for stochastic processes, we then demonstrate how the derived bounds can also be used for the adversarial analysis of infinitely-wide deep BNN architectures.…”

The role of biodiversity in Southeast Asian tropical forest restoration by Veryard, R

“…This relationship is likely driven by species-specific niche differences which generate stronger complementary effects through a more functionally diverse seedling cohort and is unlikely to be generated via stochastic processes as hypothesised under neutral theory. .…”

Spatial stochastic modelling of biological processes by Jones, A

“…In this thesis, we study cellular signalling processes as stochastic processes. Specifically, we built a stochastic model of the canonical Wnt/Beta-catenin signalling pathway and compared this with existing deterministic models. …”

Microbiota and potential opportunistic pathogens associated with male and female fruit flies of Malaysian Bactrocera carambolae (Insecta: Tephritidae) by Yong, Hoi Sen, Song, Sze Looi, Chua, Kah Ooi, Lim, Phaik Eem, Eamsobhana, Praphathip

“…The differences in bacterial diversity and relative abundance may be reasonably attributed to stochastic processes, in part to environmental factors such as food resources and habitats. …”

Dynamics of the soil microbial community associated with Morchella cultivation: diversity, assembly mechanism and yield prediction by Yihong Yue, Haibo Hao, Haibo Hao, Qian Wang, Tingting Xiao, Yuchen Zhang, Qun Chen, Hui Chen, Jinjing Zhang

“…Moreover, the neutral community model revealed that stochastic processes dominate the bacterial community in forests and paddies and both the bacterial and fungal communities in orchard crops, whereas deterministic processes mostly govern the fungal community in forests and paddies and both the bacterial and the fungal communities in greenhouses. …”
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Communication Times Reconstruction in a Telecontrolled Client–Server Scheme: An Approach by Kalman Filter Applied to a Proprietary Real-Time Operating System and TCP/IP Protocol by Jorge Salvador Valdez-Martínez, Pedro Guevara-López, Gustavo Delgado-Reyes, Diana Lizet González-Baldovinos, Jose Luis Cano-Rosas, Manuela Calixto-Rodriguez, Jonathan Villanueva-Tavira, Hector Miguel Buenabad-Arias

“…Communication times are characterized as stochastic processes. So, in order to validate the reconstruction presented, the level of dependence between the random processes is evaluated by analyzing their moments of probability as well as their covariance moments. …”
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Body size as key trait determining aquatic metacommunity assemblies in benthonic and planktonic habitats of Dongting Lake, China by Yabing Gu, Zhenghua Liu, Junsheng Li, Delong Meng, Haijun Yuan, Min Zhang, Hetian Zhang, Huaqun Yin, Jing Cong, Nengwen Xiao

“…Specifically, body size showed significantly positive correlation with the relative influence of deterministic processes which controlled the microbial community assembly processes, whereas body size was significantly positively correlated with stochastic processes in zoobenthos community. Molecular ecological network analyses also found that the average clustering coefficients and among-module connectivity were significantly negatively and positively correlated with their corresponding body size, respectively. …”
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Soil Fungal Community Differences in Manual Plantation Larch Forest and Natural Larch Forest in Northeast China by Mingyu Wang, Xin Sui, Xin Wang, Xianbang Zhang, Xiannan Zeng

“…The null model test results showed the importance of stochastic processes in soil fungal community assembly in manual plantation larch forests. …”
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Bacterial community assembly driven by temporal succession rather than spatial heterogeneity in Lake Bosten: a large lake suffering from eutrophication and salinization by Hao Liu, Hao Liu, Hao Liu, Jiangyu Dai, Ziwu Fan, Bei Yang, Hang Wang, Yang Hu, Keqiang Shao, Guang Gao, Xiangming Tang

“…Deterministic processes dominated community assembly, but there was an increase in the proportion of stochastic processes during summer. In summer, the functions related to photosynthesis, nitrogen fixation, and decomposition of organic matter showed higher abundance. …”
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Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series by Aurora Martins, Riccardo Pernice, Celestino Amado, Ana Paula Rocha, Maria Eduarda Silva, Michal Javorka, Luca Faes

“…The method first exploits vector autoregressive fractionally integrated (VARFI) models to yield a linear parametric representation of vector stochastic processes characterized by short- and long-range correlations. …”
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Climate Change Causes Salinity To Become Determinant in Shaping the Microeukaryotic Spatial Distribution among the Lakes of the Inner Mongolia-Xinjiang Plateau by Changqing Liu, Fan Wu, Xingyu Jiang, Yang Hu, Keqiang Shao, Xiangming Tang, Boqiang Qin, Guang Gao

“…Meanwhile, increasing salinity enhanced the importance of deterministic processes in microeukaryotic community assembly, and the dominance of stochastic processes in freshwater lakes transformed into deterministic processes in salt lakes. …”
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Metagenomic and machine learning-aided identification of biomarkers driving distinctive Cd accumulation features in the root-associated microbiome of two rice cultivars by Zhongyi Cheng, Qiang Zheng, Jiachun Shi, Yan He, Xueling Yang, Xiaowei Huang, Laosheng Wu, Jianming Xu

“…The results showed that XS14 was characterized by more variable community structures and stable co-occurrence networks in the soil-root continuum compared to YY17. The stronger stochastic processes in assembly of the XS14 (~25%) rhizosphere community than that of YY17 (~12%) suggested XS14 may have higher resistance to changes in soil properties. …”
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Phyllosphere bacterial community dynamics in response to bacterial wildfire disease: succession and interaction patterns by Deyuan Peng, Zhenhua Wang, Jinyan Tian, Wei Wang, Shijie Guo, Xi Dai, Huaqun Yin, Huaqun Yin, Liangzhi Li, Liangzhi Li

“…The assembly of the whole bacterial population was mostly influenced by stochastic processes. PICRUSt2 predictions revealed genes enriched in the M3, a period when the plant wildfire disease index reached climax, were associated with the development of the wildfire disease (secretion of virulence factor), the enhanced metabolic capacity and environmental adaption. …”
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Deterministic processes influence bacterial more than fungal community assembly during the development of biological soil crusts in the desert ecosystem by Hong Zhou, Hong Zhou, Hong Zhou, Hong Zhou, Ke Yu, Chunfang Deng, Bo Wu, Bo Wu, Bo Wu, Ying Gao, Ying Gao, Ying Gao

“…Additionally, stochastic processes (dispersal limitation and drift) predominantly drove the assemblies of both bacterial and fungal communities. …”
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From source to lake: Multi‒taxon alpha and beta diversity patterns along a river above 4500 ​m AMSL on the Qinghai‒Tibetan Plateau by Yintao Jia, Huan Zhu, Tingfeng Xie, Xiong Xiong, Zhengfei Li, Yongde Cui, Guoxiang Liu, Mingdian Liu, Yifeng Chen

“…The diversity patterns of macroinvertebrate, zooplankton and phytoplankton communities were significantly correlated with several environmental factors, whereas only the beta diversity of fish was correlated with altitude. Stochastic processes dominated in shaping the macroinvertebrate communities whereas deterministic processes dominated the assembly of the phytoplankton communities. …”
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Genetic depletion does not prevent rapid evolution in island‐introduced lizards by Stéphanie Sherpa, Josephine R. Paris, Iolanda Silva‐Rocha, Viola Di Canio, Miguel Angel Carretero, Gentile Francesco Ficetola, Daniele Salvi

“…Abstract Experimental introductions of species have provided some of the most tractable examples of rapid phenotypic changes, which may reflect plasticity, the impact of stochastic processes, or the action of natural selection. …”
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