Universidad Politécnica de Zacatecas

Assessing the Effect of Training Record Length on Daily Pan Evaporation Estimation Using MLR, MLP, LSTM, and XGBoost Models in a Semi-Arid Region of Mexico

This study assessed the effect of training record length on daily pan evaporation estimation using Multiple Linear Regression (MLR), Multilayer Perceptron (MLP), Long Short-Term Memory (LSTM), and Extreme Gradient Boosting (XGBoost) models in a semi-arid region of Mexico. Two his...

Field-Calibrated Degradation Kinetics of Steel Fiber-Reinforced Shotcrete in Humid Underground Silver Mines

Typical specifications for steel fiber-reinforced shotcrete primarily focus on early-age mechanical properties and do not provide much guidance on evaluating changes in capacity over time, particularly under humid underground service conditions. In addition, accelerated laborator...

Nitrogen deprivation differentially alters lipid accumulation and pyrolysis-derived volatile profiles in three microalgal species

Nitrogen deprivation (N−) is widely used to induce lipid accumulation in microalgae. However, its impact on the relationship between lipid accumulation and thermochemical behavior remains poorly understood. In this study, a comparative experimental approach was used to evaluate t...