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2201
The rise and fall of the middle class: technology, skills, and inequality
Published 2016“…By means of an overlapping generations model with endogenous growth, I study the conditions that enable a society to transit from underdevelopment to development. …”
Thesis -
2202
Logical factorisation machines: probabilistic boolean factor models for binary data
Published 2018“…</p> <p>We frame LFMs as probabilistic generative models and derive sampling based posterior inference. …”
Thesis -
2203
On neural differential equations
Published 2021“…</p> <p>Topics include: neural ordinary differential equations (e.g. for hybrid neural/mechanistic modelling of physical systems); neural controlled differential equations (e.g. for learning functions of irregular time series); and neural stochastic differential equations (e.g. to produce generative models capable of representing complex stochastic dynamics, or sampling from complex high-dimensional distributions).…”
Thesis -
2204
Mouse models of muscle-invasive bladder cancer: Key considerations for clinical translation based on molecular subtypes
Published 2018“…Autochthonous models, using genetic and/or chemical stimuli to induce disease progression, can also generate models with basal-squamous and luminal subtypes, but further molecular characterisation is needed since other mutational variants may be introduced in these models.…”
Journal article -
2205
Deepfake on face and expression swap: a review.
Published 2023“…Remarkable advances have been made in deep learning, leading to the emergence of highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models to manipulate facial features to create modified identities or expressions with impressive realism. …”
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2206
Modeling pulse power generator of Electrical Discharge Machining
Published 2018“…The phases of the pulses have been discussed thoroughly which are initial phase, ignition phase, discharge phase and ejection phase. The pulse power generator model has been simulated and validated by the experimental results of previous research.…”
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Thesis -
2207
DualDiscWaveGAN-Based Data Augmentation Scheme for Animal Sound Classification
Published 2023-02-01“…However, in a multi-class environment, existing GAN-based methods need to construct separate generative models for each class. Additionally, they only consider the waveform or spectrogram of sound, resulting in poor quality of the generated sound. …”
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2208
Investigation of the heat generation characteristics of lithium-ion battery and orthogonal analysis of its constructal cold plate structure parameters
Published 2023-12-01“…In this paper, we combine NTGK with flow and heat transfer model to perform numerical calculations on battery and cold plate to investigate thermal characteristics of li-ion batteries cooled by liquid and performance of cold plate during entire discharge process. A battery heat generation model is created using Kriging method after impacts of ambient temperature, SOC, and discharge rate are examined. …”
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2209
Follow the Trail: Machine Learning for Fraud Detection in Fintech Applications
Published 2021-02-01“…They target suspicious activity in financial datasets and generate models in order to anticipate future frauds. …”
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2210
The Cognition of Audience to Artistic Style Transfer
Published 2021-04-01“…Those factors are discussed to investigate the application of the AI generator model in art creation. Therefore, based on the artist’s encoding attributes (color, stroke, texture) and the audience’s decoding cognitive levels (technical, semantic, effectiveness), this study proposed a framework to evaluate artistic style transfer in the perspective of cognition. …”
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2211
GPS Data and Machine Learning Tools, a Practical and Cost-Effective Combination for Estimating Light Vehicle Emissions
Published 2024-04-01“…The results of the model were compared with the IVE model and an OBD-based model, showing similar results without the need to mount the PEMS on the vehicles for long test drives. The generated model is robust to different traffic conditions as a result of its training and validation using a large amount of data obtained under completely random driving conditions.…”
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2212
Cloning and Molecular Characterization of the <i>phl</i>D Gene Involved in the Biosynthesis of “Phloroglucinol”, a Compound with Antibiotic Properties from Plant Growth Promoting B...
Published 2023-01-01“…Additionally, the stereochemical properties of the PHLD protein were analyzed by the Ramachandran plot, based on which, 94.3% of residues fell in the favored region and 5.7% in the allowed region. The generated model was validated by secondary structure prediction using PDBsum. …”
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2213
Inferring Urban Social Networks from Publicly Available Data
Published 2021-04-01“…The definition of suitable generative models for synthetic yet realistic social networks is a widely studied problem in the literature. …”
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2214
Differences in recent and future trends in the Arabian Sea oxygen minimum zone: processes and uncertainties
Published 2023-04-01“…On the one hand, this reflects the limitations of current generation models that do not adequately represent key physical and biogeochemical processes, resulting in large O2 biases in the region under present-day conditions. …”
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2215
Deformation Modeling of Flexible Pavement in Expansive Subgrade in Texas
Published 2019-10-01“…Furthermore, the prediction model also incorporated the effects of change in temperature and resistivity values. The generated model could find its application in predicting pavement deformation with respect to rainfall at any time of the year.…”
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2216
Pretreatment and Bioconversion for Valorization of Residues of Non-Edible Oilseeds
Published 2023-08-01“…Biodiesel production currently follows a first-generation model using edible oils as raw materials. Such a production model is unsustainable, considering that it is limited by the high cost of edible oils, competes with the food sector, and is linked to deforestation and other environmental threats. …”
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2217
Ring generator of neuron-like activity with tunable frequency
Published 2023-01-01“…The constructed ring generator models the experimentally observed properties of the dynamics of epileptic discharge fundamental frequency in limbic epilepsy. …”
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2218
ISAT v2.0: an integrated tool for nested-domain configurations and model-ready emission inventories for WRF-AQM
Published 2023-04-01“…<p>The ISAT (Inventory Spatial Allocation Tool) v2.0 is an integrated tool that has been developed to configure nested domains, downscale regional emission inventories, allocate local emission inventories, and generate model-ready emission inventories for the Weather Research and Forecasting (WRF)–Air Quality Numerical Model (AQM). …”
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2219
Clade-Specific Alterations within the HIV-1 Capsid Protein with Implications for Nuclear Translocation
Published 2022-05-01“…Overall, we have demonstrated that in silico generated models of the HIV-1 CA protein from clades other than the prototypically used clade B have utility in understanding and predicting biology and antiviral drug design and mechanism of action.…”
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2220
A Systematic PVQV-Curves Approach for Investigating the Impact of Solar Photovoltaic-Generator in Power System Using PowerWorld Simulator
Published 2020-05-01“…Therefore, this paper reports the static voltage stability impact of solar photovoltaic generation on power networks using PowerWorld simulator power-voltage (P–V)- and voltage-reactive power (V–Q)-curves to investigate the renewable energy generator model performance suitability. The impact of varying power factor control and static voltage droop control of a photovoltaic plant on the maximum generated power, threshold voltage profile and reactive power marginal loading has been examined. …”
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