Publications (31)
Efficient charge-preserving excited state preparation with variational quantum algorithms
Zohim Chandani, Kazuki Ikeda, Zhong-Bo Kang +7
Porting HEP Parameterized Calorimeter Simulation Code to GPUs
Zhihua Dong, Heather Gray, Charles Leggett +3
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit
Haiwang Yu, Zhihua Dong, Kyle Knoepfel +3
Evolution of the self-injection process in the transition of an LWFA from self-modulation to blowout regime
Prabhat Kumar, Kwangmin Yu, Rafal Zgadzaj +5
Geometric representations of braid and Yang-Baxter gates
Kun Zhang, Kun Hao, Kwangmin Yu +2
Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence
Mohammad Atif, Pulkit Dubey, Pratik P. Aghor +9
Quantum simulation of entanglement and hadronization in jet production: lessons from the massive Schwinger model
Adrien Florio, David Frenklakh, Kazuki Ikeda +4
Optimal realization of Yang-Baxter gate on quantum computers
Kun Zhang, Kwangmin Yu, Kun Hao +1
Quantum Simulation of the Real-time Dynamics in the multi-flavor Gross-Neveu Model at the utility scale using Superconducting Quantum Computers
Talal Ahmed Chowdhury, Seokwon Choi, Kyoungchul Kong +1
Enhancing quantum utility: simulating large-scale quantum spin chains on superconducting quantum computers
Talal Ahmed Chowdhury, Kwangmin Yu, Mahmud Ashraf Shamim +2
Quantum Utility-Scale Error Mitigation for Quantum Quench Dynamics in Heisenberg Spin Chains
Seokwon Choi, Talal Ahmed Chowdhury, Kwangmin Yu
Simulation of beam-induced plasma in gas-filled rf cavities
Kwangmin Yu, Roman Samulyak, Katsuya Yonehara +1
Capturing the Page Curve and Entanglement Dynamics of Black Holes in Quantum Computers
Talal Ahmed Chowdhury, Kwangmin Yu, Muhammad Asaduzzaman +1
Accelerated impurity solver for DMFT and its diagrammatic extensions
Corey Melnick, Patrick Sémon, Kwangmin Yu +3
Quantum multi-programming for Grover's search
Gilchan Park, Kun Zhang, Kwangmin Yu +1
Probing Entanglement Dynamics in the SYK Model using Quantum Computers
Talal Ahmed Chowdhury, Kwangmin Yu, Raza Sabbir Sufian
Practical numerical integration on NISQ devices
Kwangmin Yu, Hyunkyung Lim, Pooja Rao
Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training
Kwangmin Yu, Thomas Flynn, Shinjae Yoo +1
Quantum amplitude estimation algorithms on IBM quantum devices
Pooja Rao, Kwangmin Yu, Hyunkyung Lim +2
Quantum Utility in Simulating the Real-time Dynamics of the Fermi-Hubbard Model using Superconducting Quantum Computers
Talal Ahmed Chowdhury, Vladimir Korepin, Vincent R. Pascuzzi +1
SPACE: 3D Parallel Solvers for Vlasov-Maxwell and Vlasov-Poisson Equations for Relativistic Plasmas with Atomic Transformations
Kwangmin Yu, Prabhat Kumar, Shaohua Yuan +2
Parallel hybrid quantum-classical machine learning for kernelized time-series classification
Jack S. Baker, Gilchan Park, Kwangmin Yu +3
Simulation of plasma loading of high-pressure RF cavities
Kwangmin Yu, Roman Samulyak, Katsuya Yonehar +1
AP-Cloud: Adaptive Particle-in-Cloud Method for Optimal Solutions to Vlasov-Poisson Equation
Xingyu Wang, Roman Samulyak, Xiangmin Jiao +1
Comparison of Amplitude Estimation Algorithms by Implementation
Kwangmin Yu, Hyunkyung Lim, Pooja Rao +1
Real-time non-perturbative dynamics of jet production: quantum entanglement and vacuum modification
Adrien Florio, David Frenklakh, Kazuki Ikeda +4
Implementation of efficient quantum search algorithms on NISQ computers
Kun Zhang, Pooja Rao, Kwangmin Yu +2
Quantum search on noisy intermediate-scale quantum devices
Kun Zhang, Kwangmin Yu, Vladimir Korepin
Image Classification on IBM Quantum Computers
Junghoon Justin Park, Jiook Cha, Jun-gyeong Park +2
Towards Accelerating Particle-Resolved Direct Numerical Simulation with Neural Operators
Mohammad Atif, Vanessa López-Marrero, Tao Zhang +8
Estimating The Energy Consumption of Quantum Computing from A Full System Aspect
Siyuan Niu, Di Wu, Ozgur Ozan Kilic +1