Hoshin V. Gupta

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 13

Top Topics

Physical Models

Accurate Estimation

Variational Inequalities

Top Venues

Environ. Model. Softw.

Publications

Yuan-Heng Wang, Hoshin V. Gupta
Towards Interpretable Physical-Conceptual Catchment-Scale Hydrological Modeling using the Mass-Conserving-Perceptron. CoRR (2024)
Manuel Álvarez Chaves, Hoshin V. Gupta, Uwe Ehret, Anneli Guthke
On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data. Entropy 26 (5) (2024)
Yuan-Heng Wang, Hoshin V. Gupta
A Mass-Conserving-Perceptron for Machine Learning-Based Modeling of Geoscientific Systems. CoRR (2023)
Chaopeng Shen, Alison P. Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, Ciaran J. Harman, Martyn Clark, Matthew Farthing, Dapeng Feng, Praveen Kumar, Doaa Aboelyazeed, Farshid Rahmani, Hylke E. Beck, Tadd Bindas, Dipankar Dwivedi, Kuai Fang, Marvin Höge, Chris Rackauckas, Tirthankar Roy, Chonggang Xu, Kathryn Lawson
Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR (2023)
Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 167 (2023)
Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)
Tirthankar Roy, Hoshin V. Gupta
How certain are our uncertainty bounds? Accounting for sample variability in Monte Carlo-based uncertainty estimates. Environ. Model. Softw. 136 (2021)
Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples. Entropy 23 (6) (2021)
Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples. CoRR (2021)
Mohammad Reza Ehsani, Ariyan Zarei, Hoshin V. Gupta, Kobus Barnard, Ali Behrangi
Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG. CoRR (2021)
Saman Razavi, Razi Sheikholeslami, Hoshin V. Gupta, Amin Haghnegahdar
VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis. Environ. Model. Softw. 112 (2019)
Razi Sheikholeslami, Saman Razavi, Hoshin V. Gupta, William Becker, Amin Haghnegahdar
Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost. Environ. Model. Softw. 111 (2019)
Saman Razavi, Hoshin V. Gupta
A multi-method Generalized Global Sensitivity Matrix approach to accounting for the dynamical nature of earth and environmental systems models. Environ. Model. Softw. 114 (2019)
Mohammed Mahmoud, Hoshin V. Gupta, Seshadri Rajagopal
Scenario development for water resources planning and watershed management: Methodology and semi-arid region case study. Environ. Model. Softw. 26 (7) (2011)
Mohammed Mahmoud, Yuqiong Liu, Holly Hartmann, Steven Stewart, Thorsten Wagener, Darius J. Semmens, Robert N. Stewart, Hoshin V. Gupta, Damian Dominguez, Francina Dominguez, David W. Hulse, Rebecca A. Letcher, Brenda Rashleigh, Court Smith, Roger Street, Jenifer L. Ticehurst, Mark J. Twery, Hedwig van Delden, Ruth Waldick, Denis White
A formal framework for scenario development in support of environmental decision-making. Environ. Model. Softw. 24 (7) (2009)
Yuqiong Liu, Hoshin V. Gupta, Everett Springer, Thorsten Wagener
Linking science with environmental decision making: Experiences from an integrated modeling approach to supporting sustainable water resources management. Environ. Model. Softw. 23 (7) (2008)
Paul R. Houser, Deborah R. Belvedere, W. Pozzi, C. Schlosser, B. Imam, Hoshin V. Gupta, R. Schiffer, Claire Welty, R. Lawford, C. Vorosmarty, Dave Matthews
WaterNet the NASA water cycle solutions network. IGARSS (2007)
Hoshin V. Gupta, Kuo-lin Hsu, Soroosh Sorooshian
Superior training of artificial neural networks using weight-space partitioning. ICNN (1997)