Soroosh Sorooshian

Orcid: 0000-0001-7774-5113

According to our database1, Soroosh Sorooshian authored at least 24 papers between 1983 and 2022.

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Bibliography

2022
The Application of PERSIANN Family Datasets for Hydrological Modeling.
Remote. Sens., 2022

2021
Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling.
Remote. Sens., 2021

One man, one vision, 35 years in the making.
Comput. Aided Civ. Infrastructure Eng., 2021

2020
Spatiotemporal Variations of Precipitation over Iran Using the High-Resolution and Nearly Four Decades Satellite-Based PERSIANN-CDR Dataset.
Remote. Sens., 2020

Bias Correction of Satellite-Based Precipitation Estimations Using Quantile Mapping Approach in Different Climate Regions of Iran.
Remote. Sens., 2020

Deep Neural Network Cloud-Type Classification (DeepCTC) Model and Its Application in Evaluating PERSIANN-CCS.
Remote. Sens., 2020

Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information.
Environ. Model. Softw., 2020

Learning Instrument Invariant Characteristics for Generating High-resolution Global Coral Reef Maps.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Evaluation of PERSIANN-CDR Constructed Using GPCP V2.2 and V2.3 and A Comparison with TRMM 3B42 V7 and CPC Unified Gauge-Based Analysis in Global Scale.
Remote. Sens., 2019

Conditional Generative Adversarial Networks (cGANs) for Near Real-Time Precipitation Estimation from Multispectral GOES-16 Satellite Imageries - PERSIANN-cGAN.
Remote. Sens., 2019

The Evolution of Bits and Bottlenecks in a Scientific Workflow Trying to Keep Up with Technology: Accelerating 4D Image Segmentation Applied to NASA Data.
Proceedings of the 15th International Conference on eScience, 2019

2018
Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework.
Environ. Model. Softw., 2018

Effective Cloud Detection and Segmentation using a Gradient-Based Algorithm for Satellite Imagery; Application to improve PERSIANN-CCS.
CoRR, 2018

2017
An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis.
Inf. Sci., 2017

2016
Object-Based Assessment of Satellite Precipitation Products.
Remote. Sens., 2016

Deep neural networks for precipitation estimation from remotely sensed information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville-Thermalito complex.
Environ. Model. Softw., 2015

2011
A Solution to the Crucial Problem of Population Degeneration in High-Dimensional Evolutionary Optimization.
IEEE Syst. J., 2011

A new evolutionary search strategy for global optimization of high-dimensional problems.
Inf. Sci., 2011

Handling boundary constraints for particle swarm optimization in high-dimensional search space.
Inf. Sci., 2011

Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

1997
Superior training of artificial neural networks using weight-space partitioning.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1988
A predictive demand model for systems planning, using noisy realization theory.
Autom., 1988

1983
Large scale systems modelling: M. S. Mahmoud and M. G. Singh.
Autom., 1983


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