Kwangmin Yu

17 papers A 1Misc 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Efficient charge-preserving excited state preparation with variational quantum algorithms.
CoRR
Zohim Chandani, Kazuki Ikeda, Zhong-Bo Kang, Dmitri E. Kharzeev, Alexander J. McCaskey, Andrea Palermo, C. R. Ramakrishnan, Pooja Rao, Ranjani G. Sundaram, Kwangmin Yu
2024 — conf
Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence.
SC Workshops
Mohammad Atif, Pulkit Dubey, Pratik P. Aghor, Vanessa López-Marrero, Tao Zhang, Abdullah Sharfuddin, Kwangmin Yu, Fan Yang, Foluso Ladeinde, Yangang Liu, Meifeng Lin, Lingda Li
2024 J jnl
Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence.
CoRR
Mohammad Atif, Pulkit Dubey, Pratik P. Aghor, Vanessa López-Marrero, Tao Zhang, Abdullah Sharfuddin, Kwangmin Yu, Fan Yang, Foluso Ladeinde, Yangang Liu, Meifeng Lin, Lingda Li
2024 J jnl
Parallel hybrid quantum-classical machine learning for kernelized time-series classification.
Quantum Mach. Intell.
Jack S. Baker, Gilchan Park, Kwangmin Yu, Ara Ghukasyan, Oktay Göktas, Santosh Kumar Radha
2024 J jnl
Towards accelerating particle-resolved direct numerical simulation with neural operators.
Stat. Anal. Data Min.
Mohammad Atif, Vanessa López-Marrero, Tao Zhang, Abdullah Sharfuddin, Kwangmin Yu, Jiaqi Yang, Fan Yang, Foluso Ladeinde, Yangang Liu, Meifeng Lin, Lingda Li
2023 J jnl
Quantum multi-programming for Grover's search.
Quantum Inf. Process.
Gilchan Park, Kun Zhang, Kwangmin Yu, Vladimir E. Korepin
2022 J jnl
SPACE: 3D parallel solvers for Vlasov-Maxwell and Vlasov-Poisson equations for relativistic plasmas with atomic transformations.
Comput. Phys. Commun.
Kwangmin Yu, Prabhat Kumar, Shaohua Yuan, Aiqi Cheng, Roman Samulyak
2021 J jnl
Accelerated impurity solver for DMFT and its diagrammatic extensions.
Comput. Phys. Commun.
Corey Melnick, Patrick Semon, Kwangmin Yu, Nicholas D'Imperio, André-Marie Tremblay, Gabriel Kotliar
2021 J jnl
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit.
CoRR
Haiwang Yu, Zhihua Dong, Kyle Knoepfel, Meifeng Lin, Brett Viren, Kwangmin Yu
2021 J jnl
Implementation of efficient quantum search algorithms on NISQ computers.
Quantum Inf. Process.
Kun Zhang, Pooja Rao, Kwangmin Yu, Hyun-Kyung Lim, Vladimir E. Korepin
2021 J jnl
Porting HEP Parameterized Calorimeter Simulation Code to GPUs.
CoRR
Zhihua Dong, Heather M. Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu
2021 J jnl
Porting HEP Parameterized Calorimeter Simulation Code to GPUs.
Frontiers Big Data
Zhihua Dong, Heather M. Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu
2020 A conf
Bounding the expected run-time of nonconvex optimization with early stopping.
UAI
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
2020 J jnl
Bounding the expected run-time of nonconvex optimization with early stopping.
CoRR
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
2019 J jnl
Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training.
CoRR
Kwangmin Yu, Thomas Flynn, Shinjae Yoo, Nicholas D'Imperio
2016 J jnl
AP-Cloud: Adaptive Particle-in-Cloud method for optimal solutions to Vlasov-Poisson equation.
J. Comput. Phys.
Xingyu Wang, Roman Samulyak, Xiangmin Jiao, Kwangmin Yu
2016 Misc conf
Second Order Upwind Lagrangian Particle Method for Euler Equations.
ICCS
Roman Samulyak, Hsin-Chiang Chen, Kwangmin Yu