Air quality modelling using long short-term memory (LSTM) over NCT-Delhi, India

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Agriculture is a major source of NO x pollution in California

(2018) Maya Almaraz et al.   Science Advances

Integration of ANFIS model and forward selection method for air quality forecasting

(2018) Afsaneh Ghasemi et al.   Air Quality Atmosphere and Health

Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

(2017) Xiang Li et al.   ENVIRONMENTAL POLLUTION

Indoor Air Quality Analysis Using Deep Learning with Sensor Data

(2017) Jaehyun Ahn et al.   SENSORS

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

(2017) Wei Bao et al.   PLoS One

Air pollution trends over Indian megacities and their local-to-global implications

(2016) B.R. Gurjar et al.   ATMOSPHERIC ENVIRONMENT

Prediction of particular matter concentrations by developed feed-forward neural network with rolling mechanism and gray model

(2015) Minglei Fu et al.   NEURAL COMPUTING & APPLICATIONS

Nature of air pollution, emission sources, and management in the Indian cities

(2014) Sarath K. Guttikunda et al.   ATMOSPHERIC ENVIRONMENT

A GIS based emissions inventory at 1 km × 1 km spatial resolution for air pollution analysis in Delhi, India

(2012) Sarath K. Guttikunda et al.   ATMOSPHERIC ENVIRONMENT

Role of meteorology in seasonality of air pollution in megacity Delhi, India

(2011) Sarath K. Guttikunda et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Forecasting air pollutant indicator levels with geographic models 3days in advance using neural networks

(2010) Atakan Kurt et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data-driven prediction model of indoor air quality in an underground space

(2010) Min Han Kim et al.   KOREAN JOURNAL OF CHEMICAL ENGINEERING

Adaptive neuro-fuzzy modeling for prediction of ambient CO concentration at urban intersections and roadways

(2010) Suresh Jain et al.   Air Quality Atmosphere and Health

A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks

(2008) Hermann Mayer et al.   ADVANCED ROBOTICS

Air quality modeling: From deterministic to stochastic approaches

(2008) Vivien Mallet et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS