Works (13)

2021 conference paper

Parameter Calibration with Stratified Adaptive Stochastic Trust-region Optimization

INFORMS Workshop on Quality, Statistics, and Reliability.

Source: ORCID
Added: August 7, 2021

2021 conference paper

Wake Effect Calibration in Wind Power Systems with Adaptive Sampling Based Optimization

(2021, May 24).

Source: ORCID
Added: August 7, 2021

2020 article

A SIMULATION OPTIMIZATION APPROACH FOR MANAGING PRODUCT TRANSITIONS IN MULTISTAGE PRODUCTION LINES

2020 WINTER SIMULATION CONFERENCE (WSC).

By: A. Manda, K. Gopalswamy, S. Shashaani & R. Uzsoy

Sources: ORCID, Web Of Science
Added: August 7, 2021

2020 conference paper

Personalized Predictions for Unplanned Urinary Tract Infection Hospitalizations with Hierarchical Clustering

INFORMS Conference on Service Science.

Source: ORCID
Added: January 29, 2021

2020 article

SIMULATION OPTIMIZATION BASED FEATURE SELECTION, A STUDY ON DATA-DRIVEN OPTIMIZATION WITH INPUT UNCERTAINTY

2020 WINTER SIMULATION CONFERENCE (WSC), pp. 2149–2160.

By: K. Vahdat & S. Shashaani

Sources: ORCID, Web Of Science
Added: August 7, 2021

2020 conference paper

Traffic Signal Control Simulation and Optimization

Winter Simulation Conference.

Source: ORCID
Added: January 29, 2021

2019 conference paper

ASTRO for Derivative-Based Stochastic Optimization: Algorithm Description & Numerical Experiments

2019 Winter Simulation Conference (WSC).

Source: ORCID
Added: March 23, 2020

2019 journal article

Statistical Modeling in Absence of System Specific Data: Exploratory Empirical Analysis for Prediction of Water Main Breaks

JOURNAL OF INFRASTRUCTURE SYSTEMS, 25(2).

By: T. Chen, J. Beekman, S. Guikema & S. Shashaani

Sources: Web Of Science, ORCID
Added: May 6, 2019

2018 journal article

ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization

SIAM Journal on Optimization.

Source: ORCID
Added: October 10, 2019

2018 journal article

Multi-Stage Prediction for Zero-Inflated Hurricane Induced Power Outages

IEEE Access, 6, 62432–62449.

By: S. Shashaani, S. Guikema, C. Zhai, J. Pino & S. Quiring

Source: ORCID
Added: October 10, 2019

2016 conference paper

ASTRO-DF: Adaptive sampling trust-region optimization algorithms, heuristics, and numerical experience

2016 Winter Simulation Conference (WSC).

Source: ORCID
Added: October 10, 2019

2013 journal article

A Simulation Optimization Approach to Epidemic Forecasting

PLoS ONE.

Source: ORCID
Added: October 10, 2019

2011 journal article

Single-machine batch scheduling minimizing weighted flow times and delivery costs

Applied Mathematical Modelling.

Source: ORCID
Added: October 10, 2019

Employment

2019 - present

North Carolina State University Raleigh, NC, US
Assistant Prof. Industrial and Systems Engineering

2016 - 2018

University of Michigan Ann Arbor, MI, US
Research Fellow Industrial and Operations Engineering

Education

2014 - 2016

Purdue University West Lafayette, IN, US
PhD Industrial Engineering