Xi Chen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Annealing Algorithm

Active Learning

Selective Sampling

Top Venues

Mach. Learn. Sci. Technol.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Yongcheng Ding, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Xi Chen
Active Learning in Physics: From 101, to Progress, and Perspective. CoRR (2023)
Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer. Entropy 25 (2) (2023)
Kaipeng Liu, Dominique Sugny, Xi Chen, Stéphane Guérin
Optimal Pulse Design for Dissipative-Stimulated Raman Exact Passage. Entropy 25 (5) (2023)
Yongcheng Ding, Xi Chen, José Rafael Magdalena Benedito, José D. Martín-Guerrero
Closed-loop control of a noisy qubit with reinforcement learning. Mach. Learn. Sci. Technol. 4 (2) (2023)
Yongcheng Ding, Yue Ban, Xi Chen
Towards Quantum Control with Advanced Quantum Computing: A Perspective. Entropy 24 (12) (2022)
Yongcheng Ding, Xi Chen, Lucas Lamata, Enrique Solano, Mikel Sanz
Implementation of a Hybrid Classical-Quantum Annealing Algorithm for Logistic Network Design. SN Comput. Sci. 2 (1) (2021)
Yongcheng Ding, Xi Chen, Rafael Magdalena-Benedicto, José D. Martín-Guerrero
Quantum Stream Learning. CoRR (2021)
Qi Zhang, Xi Chen, David Guéry-Odelin
Connection between Inverse Engineering and Optimal Control in Shortcuts to Adiabaticity. Entropy 23 (1) (2021)
Yongcheng Ding, José D. Martín-Guerrero, Yujing Song, José Rafael Magdalena Benedito, Xi Chen
Active Learning for the Optimal Design of Multinomial Classification in Physics. CoRR (2021)
Yapeng Wang, Yongcheng Ding, Jianan Wang, Xi Chen
Digital Quantum Simulation of Nonadiabatic Geometric Gates via Shortcuts to Adiabaticity. Entropy 22 (10) (2020)
Jing Li, Boris A. Malomed, Wenliang Li, Xi Chen, E. Ya Sherman
Coupled density-spin Bose-Einstein condensates dynamics and collapse in systems with quintic nonlinearity. Commun. Nonlinear Sci. Numer. Simul. 82 (2020)
Qian Kong, Huimin Ying, Xi Chen
Shortcuts to Adiabaticity for Optical Beam Propagation in Nonlinear Gradient Refractive-Index Media. Entropy 22 (6) (2020)
Yongcheng Ding, Lucas Lamata, Mikel Sanz, Xi Chen, Enrique Solano
Experimental Implementation of a Quantum Autoencoder via Quantum Adders. CoRR (2018)