China Datang Corporation (China)

Masked Autoregressive Flow for Density Estimation

George Papamakarios, Theo Pavlakou, Iain Murray · arXiv (Cornell University) · 2017 · 202 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Improved Deep Mixture Density Network for Regional Wind Power Probabilistic Forecasting

Hao Zhang, Yongqian Liu, Jie Yan et al. · IEEE Transactions on Power Systems · 2020 · 176 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +13

A green trace K2CO3 induced catalytic activation strategy for developing coal-converted activated carbon as advanced candidate for CO2 adsorption and supercapacitors

Lijie Wang, Fei Sun, Fei Hao et al. · Chemical Engineering Journal · 2019 · 174 citations · Full text

Carbon Sequestration, Chemical Engineering, Engineering +9

Application of hybrid model based on double decomposition, error correction and deep learning in short-term wind speed prediction

Zherui Ma, Hongwei Chen, Jiangjiang Wang et al. · Energy Conversion and Management · 2019 · 154 citations

Numerical Weather Prediction, Engineering, Machine Learning +10

Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation

George Papamakarios, Iain Murray · arXiv (Cornell University) · 2016 · 150 citations · Full text

Bayesian Statistic, Engineering, Simulation +16