"MachineLearning_mono" is a MATLAB code that can read the FCC and BCC dataset, train the Machine Learning models, and generate plots for the performance of the ML models and make predictions. "BayeSQP_optim" is a MATLAB code that can take the initial guess from ML and do optimization using the new technique "BayeSQP" to find the final crystal plasticity parameters. We have provided a mini-batch of the dataset for FCC and BCC crystals.
This reproducibility package contains the datasets and Jupyter notebooks used for the machine-learning analyses reported in the study <i>The Unexpected Consequences of Decentralization: How Cultural Infrastructure Reorganizes Urban Attractiveness</i>. The research examines access…
Leaf Area Index (LAI) serves as a key biophysical parameter for characterizing vegetation canopy structure and ecosystem functions. To address the absence of LAI products for the Fengyun-3B (FY-3B) satellite and the limitations of current satellite LAI products, this study propos…
This dataset includes an exploratory collection of Bangladeshi paddy variety images withvariety-based labels. The dataset was developed for research and experimentation purposesin the fields of computer vision, machine learning, and agricultural artificial intelligence. Thedatase…
This item contains a reproducibility package for the Python-based statistical and machine-learning analyses of the Cultural Stations survey conducted as part of a doctoral dissertation.The package documents both the conventional statistical workflow and three complementary machin…
This study proposes a systematic method to investigate the impact of climate change on water quality using multivariate analysis and machine learning. This approach is applied in the Upper Guadiana Basin (UGB), a semi-arid region in central Spain, by analyzing historical temperat…
<b>Abstract:</b>Modern real estate platforms manage heterogeneous buyer populations ranging from first-time residential home buyers to institutional corporate entities and international high-net-worth investors. Traditional marketing strategies relying on broad demographic genera…