Soroosh Sorooshian

25 papers A* 1B 2Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fine-tuning long short-term memory models for seamless transition in hydrological modelling: From pre-training to post-application.
Environ. Model. Softw.
Xingtian Chen, Yuhang Zhang, Aizhong Ye, Jinyang Li, Kuolin Hsu, Soroosh Sorooshian
2022 J jnl
The Application of PERSIANN Family Datasets for Hydrological Modeling.
Remote. Sens.
Hossein Salehi, Mojtaba Sadeghi, Saeed Golian, Phu Nguyen, Conor Murphy, Soroosh Sorooshian
2021 J jnl
Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling.
Remote. Sens.
Yuhang Zhang, Aizhong Ye, Phu Nguyen, Bita Analui, Soroosh Sorooshian, Kuolin Hsu
2021 J jnl
One man, one vision, 35 years in the making.
Comput. Aided Civ. Infrastructure Eng.
Soroosh Sorooshian
2020 J jnl
Bias Correction of Satellite-Based Precipitation Estimations Using Quantile Mapping Approach in Different Climate Regions of Iran.
Remote. Sens.
Pari-Sima Katiraie-Boroujerdy, Matin Rahnamay Naeini, Ata Akbari Asanjan, Ali Chavoshian, Kuo-lin Hsu, Soroosh Sorooshian
2020 J jnl
Deep Neural Network Cloud-Type Classification (DeepCTC) Model and Its Application in Evaluating PERSIANN-CCS.
Remote. Sens.
Vesta Afzali Gorooh, Subodh Kalia, Phu Nguyen, Kuo-lin Hsu, Soroosh Sorooshian, Sangram Ganguly, Ramakrishna R. Nemani
2020 J jnl
Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information.
Environ. Model. Softw.
Mojtaba Sadeghi, Phu Nguyen, Kuolin Hsu, Soroosh Sorooshian
2020 A* conf
Learning Instrument Invariant Characteristics for Generating High-resolution Global Coral Reef Maps.
KDD
Ata Akbari Asanjan, Kamalika Das, Alan S. Li, Ved Chirayath, Juan Torres-Perez, Soroosh Sorooshian
2020 J jnl
Spatiotemporal Variations of Precipitation over Iran Using the High-Resolution and Nearly Four Decades Satellite-Based PERSIANN-CDR Dataset.
Remote. Sens.
Hamidreza Mosaffa, Mojtaba Sadeghi, Negin Hayatbini, Vesta Afzali Gorooh, Ata Akbari Asanjan, Phu Nguyen, Soroosh Sorooshian
2019 J jnl
Conditional Generative Adversarial Networks (cGANs) for Near Real-Time Precipitation Estimation from Multispectral GOES-16 Satellite Imageries - PERSIANN-cGAN.
Remote. Sens.
Negin Hayatbini, Bailey Kong, Kuo-lin Hsu, Phu Nguyen, Soroosh Sorooshian, Graeme Stephens, Charless C. Fowlkes, Ramakrishna R. Nemani
2019 J jnl
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.
Mojtaba Sadeghi, Ata Akabri Asanjan, Mohammad Faridzad, Vesta Afzali Gorooh, Phu Nguyen, Kuolin Hsu, Soroosh Sorooshian, Dan Braithwaite
2019 — conf
The Evolution of Bits and Bottlenecks in a Scientific Workflow Trying to Keep Up with Technology: Accelerating 4D Image Segmentation Applied to NASA Data.
eScience
Scott L. Sellars, Joulien Tatar, Phu Nguyen, Eric Shearer, Soroosh Sorooshian, F. Martin Ralph, John J. Graham, Dmitry Mishin, Kyle Marcus, Ilkay Altintas, Thomas A. DeFanti, Larry Smarr, Camille Crittenden, Frank Würthwein
2018 J jnl
Effective Cloud Detection and Segmentation using a Gradient-Based Algorithm for Satellite Imagery; Application to improve PERSIANN-CCS.
CoRR
Negin Hayatbini, Kuo-lin Hsu, Soroosh Sorooshian, Yunji Zhang, Fuqing Zhang
2018 J jnl
Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework.
Environ. Model. Softw.
Matin Rahnamay Naeini, Tiantian Yang, Mojtaba Sadegh, Amir Aghakouchak, Kuo-lin Hsu, Soroosh Sorooshian, Qingyun Duan, Xiaohui Lei
2017 J jnl
An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis.
Inf. Sci.
Tiantian Yang, Ata Akabri Asanjan, Mohammad Faridzad, Negin Hayatbini, Xiaogang Gao, Soroosh Sorooshian
2016 B conf
Deep neural networks for precipitation estimation from remotely sensed information.
CEC
Yumeng Tao, Xiaogang Gao, Alexander Ihler, Kuolin Hsu, Soroosh Sorooshian
2016 J jnl
Object-Based Assessment of Satellite Precipitation Products.
Remote. Sens.
Jingjing Li, Kuolin Hsu, Amir Aghakouchak, Soroosh Sorooshian
2015 J jnl
Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville-Thermalito complex.
Environ. Model. Softw.
Tiantian Yang, Xiaogang Gao, Scott Lee Sellars, Soroosh Sorooshian
2011 J jnl
A Solution to the Crucial Problem of Population Degeneration in High-Dimensional Evolutionary Optimization.
IEEE Syst. J.
Wei Chu, Xiaogang Gao, Soroosh Sorooshian
2011 J jnl
A new evolutionary search strategy for global optimization of high-dimensional problems.
Inf. Sci.
Wei Chu, Xiaogang Gao, Soroosh Sorooshian
2011 B conf
Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems.
IEEE Congress on Evolutionary Computation
Wei Chu, Xiaogang Gao, Soroosh Sorooshian
2011 J jnl
Handling boundary constraints for particle swarm optimization in high-dimensional search space.
Inf. Sci.
Wei Chu, Xiaogang Gao, Soroosh Sorooshian
1997 — conf
Superior training of artificial neural networks using weight-space partitioning.
ICNN
Hoshin V. Gupta, Kuo-lin Hsu, Soroosh Sorooshian
1988 J jnl
A predictive demand model for systems planning, using noisy realization theory.
Autom.
Lov Kumar Kher, Soroosh Sorooshian
1983 J jnl
Large scale systems modelling: M. S. Mahmoud and M. G. Singh.
Autom.
Soroosh Sorooshian, M. H. Costin