Kwangmin Yu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Simulation Model

Poisson Equation

Search Algorithm

Optimal Solution

Top Venues

Comput. Phys. Commun.

Quantum Inf. Process.

J. Comput. Phys.

Publications

Jack S. Baker, Gilchan Park, Kwangmin Yu, Ara Ghukasyan, Oktay Göktas, Santosh Kumar Radha
Parallel hybrid quantum-classical machine learning for kernelized time-series classification. Quantum Mach. Intell. 6 (1) (2024)
Gilchan Park, Kun Zhang, Kwangmin Yu, Vladimir E. Korepin
Quantum multi-programming for Grover's search. Quantum Inf. Process. 22 (1) (2023)
Kwangmin Yu, Prabhat Kumar, Shaohua Yuan, Aiqi Cheng, Roman Samulyak
SPACE: 3D parallel solvers for Vlasov-Maxwell and Vlasov-Poisson equations for relativistic plasmas with atomic transformations. Comput. Phys. Commun. 277 (2022)
Haiwang Yu, Zhihua Dong, Kyle Knoepfel, Meifeng Lin, Brett Viren, Kwangmin Yu
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit. CoRR (2021)
Kun Zhang, Pooja Rao, Kwangmin Yu, Hyun-Kyung Lim, Vladimir E. Korepin
Implementation of efficient quantum search algorithms on NISQ computers. Quantum Inf. Process. 20 (7) (2021)
Zhihua Dong, Heather Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu
Porting HEP Parameterized Calorimeter Simulation Code to GPUs. Frontiers Big Data 4 (2021)
Corey Melnick, Patrick Semon, Kwangmin Yu, Nicholas D'Imperio, André-Marie Tremblay, Gabriel Kotliar
Accelerated impurity solver for DMFT and its diagrammatic extensions. Comput. Phys. Commun. 267 (2021)
Zhihua Dong, Heather Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu
Porting HEP Parameterized Calorimeter Simulation Code to GPUs. CoRR (2021)
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
Bounding the expected run-time of nonconvex optimization with early stopping. UAI (2020)
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
Bounding the expected run-time of nonconvex optimization with early stopping. CoRR (2020)
Kwangmin Yu, Thomas Flynn, Shinjae Yoo, Nicholas D'Imperio
Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training. CoRR (2019)
Roman Samulyak, Hsin-Chiang Chen, Kwangmin Yu
Second Order Upwind Lagrangian Particle Method for Euler Equations. ICCS (2016)
Xingyu Wang, Roman Samulyak, Xiangmin Jiao, Kwangmin Yu
AP-Cloud: Adaptive Particle-in-Cloud method for optimal solutions to Vlasov-Poisson equation. J. Comput. Phys. 316 (2016)