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A study on plant root apex morphology as a model for soft robots moving in soil.
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Security decision method for the edge of multi-layer satellite network based on reinforcement learning
Published 2022-06-01“…Specifically, the edge center node obtains the environmental state of the satellite network through the perception system, and on this basis, uses the ability of deep reinforcement learning algorithm to learn independently, and obtains the optimal data offloading strategy in the scene by fitting, and obtains the optimal link planning., so that the onboard resources can be fully utilized, so as to achieve the goal of minimizing the average return delay of many observation tasks.First,the edge center node observes the environment and obtains state elements such as the data volume, channel conditions, and edge node processing capability of the observation satellite mission in the environment. …”
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Nucleosome positioning sequence patterns as packing or regulatory.
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Individual differences in response to alcohol exposure in zebrafish (Danio rerio).
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The role of intracellular signaling in the stripe formation in engineered Escherichia coli populations.
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Identification of m5C RNA modification-related gene signature for predicting prognosis and immune microenvironment-related characteristics of heart failure
Published 2025-05-01“…Consensus clustering algorithms identified two m5C-related HF subtypes. Single-sample gene-set enrichment analysis (ssGSEA) and CIBERSORT deconvolution algorithm analyzed the IME in HF. …”
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Randomised controlled trial to evaluate the effectiveness of using the RD-1-based C-Tb skin test as a replacement for blood-based interferon-γ release assay for detection of, and i...
Published 2021-12-01“…Despite associated high costs of IGRA, sites participating in LTBI screening in many high-income settings pragmatically favour IGRA due to its higher specificity and simpler logistics. …”
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Providing a Robust Dynamic Pricing Model and Comparing It with Static Pricing in Multi-level Supply Chains Using a Game Theory Approach
Published 2023-12-01“…For data analysis, a genetic algorithm, particle accumulation optimization, and MATLAB software were employed. …”
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Highly adaptive Lasso for estimation of heterogeneous treatment effects and treatment recommendation
Published 2025-08-01“…The estimation of conditional average treatment effects (CATEs) is an important problem in many applications. Many machine learning-based frameworks for such estimation have been proposed, including meta-learning, causal trees, and causal forests. …”
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Monthly Electricity Generatıon Forecast in Solar Power Plants with LSTM
Published 2021-12-01“…The incentives of countries for solar power plants are quite large. Recently, there are many investors who want to build solar power plants. …”
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