Kwangmin Yu

According to our database, Kwangmin Yu authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Parallel hybrid quantum-classical machine learning for kernelized time-series classification.

Jack S. Baker, Gilchan Park, Kwangmin Yu, Ara Ghukasyan, Oktay Göktas, Santosh Kumar Radha

Quantum Mach. Intell., June, 2024

2023

Quantum multi-programming for Grover's search.

Gilchan Park, Kun Zhang, Kwangmin Yu, Vladimir E. Korepin

Quantum Inf. Process., January, 2023

2022

SPACE: 3D parallel solvers for Vlasov-Maxwell and Vlasov-Poisson equations for relativistic plasmas with atomic transformations.

Kwangmin Yu, Prabhat Kumar, Shaohua Yuan, Aiqi Cheng, Roman Samulyak

Comput. Phys. Commun., 2022

2021

Implementation of efficient quantum search algorithms on NISQ computers.

Kun Zhang, Pooja Rao, Kwangmin Yu, Hyun-Kyung Lim, Vladimir E. Korepin

Quantum Inf. Process., 2021

Porting HEP Parameterized Calorimeter Simulation Code to GPUs.

Zhihua Dong, Heather M. Gray, Charles Leggett, Meifeng Lin, Vincent R. Pascuzzi, Kwangmin Yu

Frontiers Big Data, 2021

Accelerated impurity solver for DMFT and its diagrammatic extensions.

Corey Melnick, Patrick Semon, Kwangmin Yu, Nicholas D'Imperio, André-Marie Tremblay, Gabriel Kotliar

Comput. Phys. Commun., 2021

Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit.

Haiwang Yu, Zhihua Dong, Kyle Knoepfel, Meifeng Lin, Brett Viren, Kwangmin Yu

CoRR, 2021

2020

Bounding the expected run-time of nonconvex optimization with early stopping.

Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training.

Kwangmin Yu, Thomas Flynn, Shinjae Yoo, Nicholas D'Imperio

CoRR, 2019

2016

AP-Cloud: Adaptive Particle-in-Cloud method for optimal solutions to Vlasov-Poisson equation.

Xingyu Wang, Roman Samulyak, Xiangmin Jiao, Kwangmin Yu

J. Comput. Phys., 2016

Second Order Upwind Lagrangian Particle Method for Euler Equations.

Roman Samulyak, Hsin-Chiang Chen, Kwangmin Yu

Proceedings of the International Conference on Computational Science 2016, 2016