Taimoor Akhtar

发表

Online Supplement for Multi Objective Optimization of Computationally Expensive Multi-Modal Functions with RBF Surrogates and Multi-Rule Selection Journal of Global Optimization

C. Shoemaker, Taimoor Akhtar, 2014 .

Intersectoral Water Allocation in the Indus Basin-Under Different Management Policies:

K. Mehmood, C. Ringler, Yi-Chen E. Yang, 2014 .

Pakistan’s Water Resources: Overview and Challenges

Muhammad Watto, Michael Mitchell, Taimoor Akhtar, 2021 .

A METHODOLOGY FOR SELECTING AND EVALUATING ALTERNATIVE LONG-TERM MONITORING NETWORKS FOR WATER QUALITY IN LARGE WATERSHEDS

C. Shoemaker, D. Wilks, Taimoor Akhtar, 2013 .

Water Security in Pakistan: Availability, Accessibility and Utilisation

Taimoor Akhtar, D. Mustafa, H. Khan, 2021 .

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

Taimoor Akhtar, C. Shoemaker, 2015, Journal of Global Optimization.

Integrating (cid:2) -dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems

Taimoor Akhtar, C. Shoemaker, Wenyu Wang, 2021 .

Integrating ε\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varepsilon $$\end{document}-dominance and RBF surrogate

Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang, 2021, Journal of Global Optimization.

SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems

Taimoor Akhtar, Christine A. Shoemaker, Tipaluck Krityakierne, 2016, J. Glob. Optim..

SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems

Taimoor Akhtar, Tipaluck Krityakierne, C. Shoemaker, 2016, Journal of Global Optimization.

Can-GLWS: Canadian Great Lakes Weather Service for the Soil and Water Assessment Tool (SWAT) modelling

Taimoor Akhtar, Narayan Kumar Shrestha, Prasad Daggupati, 2020 .

Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model pdf

Taimoor Akhtar, Christine A. Shoemaker, Jiashi Feng, 2016, ArXiv.

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2016, J. Glob. Optim..

Advancing model calibration and uncertainty analysis of SWAT models using cloud computing infrastructure: LCC-SWAT

Taimoor Akhtar, Narayan Kumar Shrestha, Masood Zamani, 2020 .

Development of Asia Pacific Weather Statistics (APWS) dataset for use in Soil and Water Assessment Tool (SWAT) simulation

N. Shrestha, Taimoor Akhtar, U. Ghimire, 2019 .

A Parallel Simulation-Optimization Framework for Efficient Calibration of Computationally Expensive Urban Reservoir Hydrodynamic and Water Quality Models

Taimoor Akhtar, Christine A. Shoemaker, Wei Xia, 2018 .

Combining local surrogates and adaptive restarts for global optimization of moderately expensive functions

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019 .

Parameter Estimation of Computationally Expensive Watershed Models Through Efficient Multi-objective Optimization and Interactive Decision Analytics

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2016 .

An adaptive population-based candidate search algorithm with surrogates for global multi objective optimization of expensive functions

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019 .

Efficient Calibration of Computationally Expensive SWAT Watershed Models with a Parallel Surrogate Optimization Algorithm: SOP-Hybrid

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2018 .

Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models

Taimoor Akhtar, Manh-Tuan Nguyen, Wei Xia, 2021, Environ. Model. Softw..

Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts

Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang, 2019, WCGO.

Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search pdf

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019, ArXiv.

A novel objective function DYNO for automatic multivariable calibration of 3D lake models

Taimoor Akhtar, C. Shoemaker, Wei Xia, 2022, Hydrology and Earth System Sciences.

SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019, WCGO.

Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates

Taimoor Akhtar, Jiashi Feng, Ilija Ilievski, 2016, AAAI.

A Novel Objective Function DYNO for Automatic Multi- 1 variable Calibration and Application to Assess Effects of 2 Velocity versus Temperature Data for 3D Lake Models 3 Calibration

Taimoor Akhtar, Weibing Xia, C. Shoemaker, 2021 .

Drought monitoring and prediction in climate vulnerable Pakistan: Integrating hydrologic and meteorologic perspectives

Taimoor Akhtar, H. Mushtaq, M. Hashmi, 2020 .

Past and future changes toward earlier timing of streamflow over Pakistan from bias-corrected regional climate projections (1962-2099)

Shahid Ali, J. Kam, Taimoor Akhtar, 2022, Journal of Hydrology.

A Long-term Global Comparison of IMERG and CFSR with Surface Precipitation Stations

R. Srinivasan, Prasad Daggupati, N. Shrestha, 2022, Water Resources Management.

Hydrologic interpretation of machine learning models for 10-daily streamflow simulation in climate sensitive upper Indus catchments

Taimoor Akhtar, H. Mushtaq, Muhammad Zia ur Rahman Hashmi, 2024, Theoretical and Applied Climatology.

Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization

Taimoor Akhtar, C. Shoemaker, Wei Xia, 2024, Environ. Model. Softw..