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2101
Analysis of Influencing Factors of Thermal Management System for LiFePO<sub>4</sub> Lithium Battery under High Power Charging
Published 2020-06-01“…The coupling calculation between the one-dimensional electro-chemical model and the 3D heat generation model is realized. The accuracy of the model is verified by charging the battery at different rates. …”
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2102
Simulation and Optimization Study of Ultra-Precision Turning Process
Published 2016-03-01“…However, the surface generation model was improved by incorporating the effect of cutting speed into the model considerations. …”
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2103
Data Augmentation Based on Generative Adversarial Networks to Improve Stage Classification of Chronic Kidney Disease
Published 2021-12-01“…The images generated by the ACWGAN-GP generation model and the original images are simultaneously input into the pre-training model MobileNetV2 for training. …”
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2104
Learning Perfectly Secure Cryptography to Protect Communications with Adversarial Neural Cryptography
Published 2018-04-01“…Bibliographic review shows the main approach to this problem have been addressed throughout complex Neural Networks, but without understanding or proving the security of the generated model. This paper presents an analysis of the security of cryptographic algorithms generated by a new technique called Adversarial Neural Cryptography (ANC). …”
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2105
Investigation on Battery Thermal Management Based on Enhanced Heat Transfer Disturbance Structure within Mini-Channel Liquid Cooling Plate
Published 2023-02-01“…First, an accurate battery heat generation model is established and verified by experiments. …”
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2106
Sustainable Agriculture through the Enhancement of Microbial Biocontrol Agents: Current Challenges and New Perspectives
Published 2023-05-01“…Additionally, the research advances through utilization of specialized techniques (CRISPR/Cas9 system, nanoparticles and multi-omics) are highlighted to assist in elucidating the mechanism revolving around plant-microbe interactions and to generate model systems demonstrating improved biocontrol capabilities of endophytes. …”
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2107
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences
Published 2023-01-01“…We also propose a character-based story generation model driven by coherence as a strong baseline. …”
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2108
Probabilistic Methodology for Calculating PV Hosting Capacity in LV Networks Using Actual Building Roof Data
Published 2019-10-01“…Monte Carlo simulations with incorporated stochastic consumption and PV generation models are utilized for load flow calculations of the actual LV network. …”
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2109
Evaluating Origin–Destination Matrices Obtained from CDR Data
Published 2019-10-01“…In the literature dealing with CDR data there are two main approaches to extract OD matrices from such data: (a) in time-based matrices, the analysis focuses on estimating mobility directly from a sequence of CDRs; (b) in routine-based matrices (OD by purpose) the analysis focuses on routine kind of movements, like home-work commute, derived from a trip generation model. In both cases, the OD matrix measured by CDR counts is scaled to match the actual number of people moving in the area, and projected to the road network to estimate actual flows on the streets. …”
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2110
Bayesian inference of chemical kinetic models from proposed reactions
Published 2017“…We present a new framework for tractable Bayesian model inference and uncertainty quantification using a large number of systematically generated model hypotheses. The approach involves imposing point-mass mixture priors over rate constants and exploring the resulting posterior distribution using an adaptive Markov chain Monte Carlo method. …”
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2111
tRF-Gln-CTG-026 ameliorates liver injury by alleviating global protein synthesis
Published 2023-04-01“…Here, we demonstrate the roles of tsRNAs in alleviating liver injury by utilizing the loss of NSun2 (NOP2/Sun domain family, member 2) as a tsRNAs-generating model. Mechanistically, the loss of NSun2 reduces methyluridine-U5 (m5U) and cytosine-C5 (m5C) of tRNAs, followed by the production of various tsRNAs, especially Class I tsRNAs (tRF-1s). …”
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2112
Damage Detection for Conveyor Belt Surface Based on Conditional Cycle Generative Adversarial Network
Published 2022-05-01“…Generative adversarial networks (GAN) are one of the deep learning methods based on generative models and have been proved to be of great potential. …”
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2113
Utilization of computational methods for the identification of new natural inhibitors of human neutrophil elastase in inflammation therapy
Published 2023-11-01“…A library of 449,008 NPs from the SN3 database was screened against the generated model, resulting in 29,613 NPs that matched the pharmacophore hypothesis. …”
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2114
Computational approaches to treatment response prediction in major depression using brain activity and behavioral data: A systematic review
Published 2022-01-01“…We argue that theory-driven generative modeling, which explicitly models information processing in the brain and thus can capture disease mechanisms, is a promising emerging approach that is only beginning to be utilized in treatment response prediction. …”
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2115
Development of Knowledge-Based Engineering System for Structural Size Optimization of External Fixation Device
Published 2021-11-01“…The system is based on algorithms for generative modeling, finite element model (FEM) analysis, and size optimization. …”
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2116
A simple ANN-MLP model for estimating 60-GHz PDP inside public and private vehicles
Published 2023-06-01“…Such artificially generated models can help extrapolate other relevant scenarios for which measurement data are unavailable. …”
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2117
Ten years after ImageNet: a 360° perspective on artificial intelligence
Published 2023-03-01“…The rise of attention networks, self-supervised learning, generative modelling and graph neural networks has widened the application space of AI. …”
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2118
Automatic completion of geometric models from point clouds for analyzing historic timber roof structures
Published 2024-04-01“…The proposed method was applied to two different roof structures, and structural assessments show that it is feasible to import and process the generated models in a structural analysis software application. …”
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2119
Artifact Reduction in 3D and 4D Cone-Beam Computed Tomography Images With Deep Learning: A Review
Published 2024-01-01“…One of the key findings of this work is an observed trend towards the use of generative models including GANs and score-based or diffusion models, accompanied with the need for more diverse and open training datasets and simulations.…”
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2120
Toward Interactive Music Generation: A Position Paper
Published 2022-01-01“…Researchers have developed various generative models capable of imitating musical conventions, comprehending the musical corpora, and generating new samples based on the learning outcome. …”
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