Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks. - Mohammad Pirhooshyaran; Lawrence V. Snyder (CoRR, 2019)

Replacement Policy of Systems with Dependent Components via Integration of Dynamic Programming and Simulated Annealing. - Hamed Badakhsh; Mohammad Pirhooshyaran; Abdolhamid Eshragh-Jahromi (CoRR, 2019)

Feature Engineering and Forecasting via Integration of Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks: Renewable Energy Case Studies. - Mohammad Pirhooshyaran; Lawrence V. Snyder; Katya Scheinberg (CoRR, 2019)

Simultaneous Decision Making for Stochastic Multi-echelon Inventory Optimization with Deep Neural Networks as Decision Makers. - Mohammad Pirhooshyaran; Lawrence V. Snyder (CoRR, 2020)

Quantum circuit design search. - Mohammad Pirhooshyaran; Tamás Terlaky (Quantum Mach. Intell., 2021)