- Publications & Citations

department of civil and environmental engineering

0H指数

72论文数

0被引数

收录论文 9

发表时间

Deep learning for the probabilistic prediction of semi-continuous hydrological variables – An application to streamflow prediction across CONUS

Journal of Hydrology

IF6.3

2026-01-21

OAAI

John Quilty; Mohammad Sina Jahangir

Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoder

JOURNAL OF HYDROLOGY

IF6.3

2024-02-01

PREAI

Jahangir, Mohammad Sina; Quilty, John

Bayesian extreme learning machines for hydrological prediction uncertainty 用于水文预测不确定性的贝叶斯极限学习机

JOURNAL OF HYDROLOGY

IF6.3

2023-11-01

PREAI

Quilty, John; Jahangir, Mohammad Sina; You, John; Hughes, Henry; Hah, David; Tzoganakis, Ioannis

A quantile-based encoder-decoder framework for multi-step ahead runoff forecasting

JOURNAL OF HYDROLOGY

IF6.3

2023-04-01

PREAI

Jahangir, Mohammad Sina; You, John; Quilty, John

Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran 使用数据驱动模型调查输入变量选择对每日太阳辐射预测准确性的影响: 以伊朗北部为例

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2021-08-25

PREAI

Jahangir, Mohammad Sina; Biazar, Seyed Mostafa; Hah, David; Quilty, John; Isazadeh, Mohammad

On the applicability of maximum overlap discrete wavelet transform integrated with MARS and M5 model tree for monthly pan evaporation prediction

AGRICULTURAL AND FOREST METEOROLOGY

IF5.7

2019-11-01

PREAI

Ghaemi, Alireza; Rezaie-Balf, Mohammad; Adamowski, Jan; Kisi, Ozgur; Quilty, John

Using bootstrap ELM and LSSVM models to estimate river ice thickness in the Mackenzie River Basin in the Northwest Territories, Canada 使用bootstrap ELM和LSSVM模型估算加拿大西北地区Mackenzie河流域的河冰厚度

JOURNAL OF HYDROLOGY

IF6.3

2019-10-01

PREAI

Barzegar, Rahim; Ghasri, Mahsa; Qi, Zhiming; Quilty, John; Adamowski, Jan

Coupling the maximum overlap discrete wavelet transform and long short-term memory networks for irrigation flow forecasting

AGRICULTURAL WATER MANAGEMENT

IF6.5

2019-06-01

PREAI

Mouatadid, Soukayna; Adamowski, Jan F.; Tiwar, Mukesh K.; Quilty, John M.

Addressing the incorrect usage of wavelet-based hydrological and water resources forecasting models for real-world applications with best practices and a new forecasting framework 通过最佳实践和新的预测框架解决基于小波的水文和水资源预测模型在实际应用中的错误使用

JOURNAL OF HYDROLOGY

IF6.3

2018-08-01

175

PREAI

Quilty, John; Adamowski, Jan

研究方向