Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting

Xuan-Hien Le, Hung Viet Ho, Giha Lee, +1

Water

Forecasting MethodologyHydrological PredictionEngineeringMachine LearningLong Short-term Memory +20

Comparison of Deep Learning Techniques for River Streamflow Forecasting

Xuan-Hien Le, Duc Hai Nguyen, Sungho Jung, +2

IEEE Access

Convolutional Neural NetworkRecurrent Neural NetworkRed River SystemMachine LearningData Science +12

Stability of acrylic polyurethane coatings under accelerated aging tests and natural outdoor exposure: The critical role of the used photo-stabilizers

Thien Vuong Nguyen, Xuan-Hien Le, Phi Hung Dao, +2

Progress in Organic Coatings

Materials ScienceEngineeringPolymer StabilityPolymer ScienceNatural Outdoor Exposure +5

Application of Convolutional Neural Network for Spatiotemporal Bias Correction of Daily Satellite-Based Precipitation

Xuan-Hien Le, Giha Lee, Kwansue Jung, +3

Remote Sensing

Convolutional Neural NetworkEngineeringNeural NetworkWeather ForecastingSpatiotemporal Bias Correction +19

Development of an Extreme Gradient Boosting Model Integrated With Evolutionary Algorithms for Hourly Water Level Prediction

Duc Hai Nguyen, Xuan-Hien Le, Jae‐Yeong Heo, +1

IEEE Access

EngineeringEvolutionary AlgorithmsWater Quality ForecastingData ScienceGenetic Algorithm +16

Application of Random Forest Algorithm for Merging Multiple Satellite Precipitation Products across South Korea

Giang V. Nguyen, Xuan-Hien Le, Linh Nguyen Van, +3

Remote Sensing

EngineeringForestryWeather ForecastingClimate ModelingEarth Science +16

Hourly streamflow forecasting using a Bayesian additive regression tree model hybridized with a genetic algorithm

Duc Hai Nguyen, Xuan-Hien Le, Duong Tran Anh, +2

Journal of Hydrology

Forecasting MethodologyHydrological PredictionEngineeringProbabilistic ForecastingData Science +10

RainPredRNN: A New Approach for Precipitation Nowcasting with Weather Radar Echo Images Based on Deep Learning

Do Ngoc Tuyen, Trần Mạnh Tuấn, Xuan-Hien Le, +5

Axioms

Convolutional Neural NetworkEngineeringMachine LearningWeather ForecastingEarth Science +14

Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks

Xuan-Hien Le, Younghun Kim, Đoàn Văn Bình, +3

Journal of Hydrology

HydrometeorologyAccurate Rainfall-runoffEngineeringMachine LearningWater Resources +13

Comparison of bias-corrected multisatellite precipitation products by deep learning framework

Xuan-Hien Le, Linh Nguyen Van, Duc Hai Nguyen, +3

International Journal of Applied Earth Observation and Geoinformation