Search Results for author: Mohammad Pirhooshyaran

Found 4 papers, 4 papers with code

Quantum Circuit Design Search

1 code implementation7 Dec 2020 Mohammad Pirhooshyaran, Tamas Terlaky

This article explores search strategies for the design of parameterized quantum circuits.

Bayesian Optimization General Classification

Simultaneous Decision Making for Stochastic Multi-echelon Inventory Optimization with Deep Neural Networks as Decision Makers

1 code implementation10 Jun 2020 Mohammad Pirhooshyaran, Lawrence V. Snyder

We propose a framework that uses deep neural networks (DNN) to optimize inventory decisions in complex multi-echelon supply chains.

Decision Making

Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy

1 code implementation12 Sep 2019 Mohammad Pirhooshyaran, Katya Scheinberg, Lawrence V. Snyder

This study introduces a framework for the forecasting, reconstruction and feature engineering of multivariate processes along with its renewable energy applications.

Feature Engineering feature selection

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