4 papers
Benchmarking Quantum Simulations of the Lipkin-Meshkov-Glick Model Using Large Tensor Networks
Maggie Bao, Rushil Dandamudi, Jerimiah Wright +4
As quantum computing matures, it is critical to benchmark its real-world problem solving performance against competitive classical methods, such as tensor networks. In this work, w…
Quantum Circuit Partitioning For Effective Utilization of Quantum Resources
Connor Howe, Cristina Radian, Justin Woodring +2
Near-term hardware is constrained by high error rates, small qubit counts, and relatively low output fidelity, making the execution of large, high performance quantum circuits diff…
Enhancing Corrosion Resistance of Aluminum Alloys Through AI and ML Modeling
Farnaz Kaboudvand, Maham Khalid, Nydia Assaf +3
Corrosion poses a significant challenge to the performance of aluminum alloys, particularly in marine environments. This study investigates the application of machine learning (ML)…
Quantum Mini-Apps for Engineering Applications: A Case Study
Horia Mărgărit, Amanda Bowman, Krishnageetha Karuppasamy +3
In this work, we present a case study in implementing a variational quantum algorithm for solving the Poisson equation, which is a commonly encountered partial differential equatio…