4 papers
Augmenting High-dimensional Nonlinear Optimization with Conditional GANs
Pouya Rezazadeh Kalehbasti, Michael D. Lepech, Samarpreet Singh Pandher
Many mathematical optimization algorithms fail to sufficiently explore the solution space of high-dimensional nonlinear optimization problems due to the curse of dimensionality. Th…
Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware
Pouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal +1
Recent advances in specialized hardware for solving optimization problems such quantum computers, quantum annealers, and CMOS annealers give rise to new ways for solving real-word…
When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised
Liubov Nikolenko, Pouya Rezazadeh Kalehbasti
Question Answering (QA) is key for making possible a robust communication between human and machine. Modern language models used for QA have surpassed the human-performance in seve…
Effects of Adopting Ultra-Fast Charging Stations in the San Francisco Bay Area
Pouya Rezazadeh Kalehbasti, Yufei Miao, Gregory Andrew Forbes
Ultra-Fast Charging (UFC) is a rising technology that can shorten the time of charging an Electric Vehicle (EV) from hours to minutes. However, the power consumption characteristic…