9 citations · 13 across the 8 of their papers we have counts for
10 papers
OpenMQPI: An MLIR-based Pipeline to Offload Quantum Circuits via OpenMP
Ercüment Kaya, Ekin Devim Şahinkaya, Minh Chung +1
Quantum computing introduces specialized software stacks and programming interfaces that are often tightly coupled to specific ecosystems and hardware backends, limiting interopera…
MQSS-Selector: RL-Guided Pass Selection for an MLIR Compilation Pipeline
Andre Youssefi, Ercüment Kaya, Minh Chung +3
High Performance Computing (HPC) and Quantum Computing (QC) systems are increasingly converging towards unified High Performance Computing-Quantum Computing (HPCQC) infrastructures…
Enabling Hybrid HPCQC Workflows with a Heterogeneous Software Stack
Muhammad Nufail Farooqi, Minh Chung, Burak Mete +5
In this work, we demonstrate hybrid High Performance Computing-Quantum Computing (HPCQC) workflows on a production petascale system. The demonstration combines three components: th…
MQSS Client: Interface for Decoupling Quantum Programming Interfaces
Ercüment Kaya, Muhammad Nufail Farooqi, Minh Chung +3
Quantum Computing (QC) is an emerging technology that requires customized tools, such as software stacks and programming interfaces. However, currently, the tools are generally tig…
Quantum Statistical Memory Advantage Reveals Predictive Structure in Chaotic Invariant Measures
Maida Wang, Xiao Xue, Minh Chung +1
Long-horizon prediction of a chaotic system is governed by fidelity to its invariant measure, and which parts of that measure a learned predictor needs is a physical question not k…
Explainable quantum-compressed machine learning for complex fluid flows
Xiao Xue, Maida Wang, Mingyang Gao +2
Machine-learning surrogates of physical systems face a paradox: explainable models facing the challenge of expressivity to capture complex nonlinear flows, whereas expressive deep…
Evaluating System-Level Fidelity with Peaked Random Circuits
Martin Brieger, Florian Krötz, Minh Chung +1
Quantum computing is progressing beyond experimental prototypes toward cloud-based services and commercially deployed turnkey systems. Evaluating and comparing platform performance…
The Munich Quantum Software Stack: Connecting End Users, Integrating Diverse Quantum Technologies, Accelerating HPC
Lukas Burgholzer, Jorge Echavarria, Patrick Hopf +11
Quantum computing is advancing rapidly in hardware and algorithms, but broad accessibility demands a comprehensive, efficient, unified software stack. Such a stack must flexibly sp…
Q-BEAST: A Practical Course on Experimental Evaluation and Characterization of Quantum Computing Systems
Minh Chung, Yaknan Gambo, Burak Mete +12
Quantum computing (QC) promises to be a transformative technology with impact on various application domains, such as optimization, cryptography, and material science. However, the…
Extending Quantum Computing through Subspace, Embedding and Classical Molecular Dynamics Techniques
Thomas M. Bickley, Angus Mingare, Tim Weaving +10
The advent of hybrid computing platforms consisting of quantum processing units integrated with conventional high-performance computing brings new opportunities for algorithm desig…