Nana Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

University Campus

Sample Complexity

Hypothesis Test

Partial Differential Equations

Top Venues

J. Comput. Phys.

Expert Syst. Appl.

Publications

Shi Jin, Xiantao Li, Nana Liu, Yue Yu
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions. SIAM J. Sci. Comput. 46 (4) (2024)
Mengjing Cai, Yuan Ji, Qiyu Zhao, Hui Xue, Zuhao Sun, He Wang, Yijing Zhang, Yayuan Chen, Yao Zhao, Yujie Zhang, Minghuan Lei, Chunyang Wang, Chuanjun Zhuo, Nana Liu, Huaigui Liu, Feng Liu
Homotopic functional connectivity disruptions in schizophrenia and their associated gene expression. NeuroImage 289 (2024)
Xuebin Ma, Tao Luo, Xuebin Li, Changyu Liu, Nana Liu, Qiang Liu, Kun Zhang, Jie Chen, Liming Zhu
Inversion of Near-Surface Aerosol Equivalent Complex Refractive Index Based on Aethalometer, Micro-Pulse Lidar and Portable Optical Particle Profiler. Remote. Sens. 16 (2) (2024)
Shi Jin, Nana Liu, Chuwen Ma
On Schrödingerization based quantum algorithms for linear dynamical systems with inhomogeneous terms. CoRR (2024)
Shi Jin, Nana Liu, Yue Yu
Quantum simulation of the Fokker-Planck equation via Schrodingerization. CoRR (2024)
Junpeng Hu, Shi Jin, Nana Liu, Lei Zhang
Quantum Circuits for partial differential equations via Schrödingerisation. CoRR (2024)
Shi Jin, Nana Liu, Chuwen Ma
Schrödingerisation based computationally stable algorithms for ill-posed problems in partial differential equations. CoRR (2024)
Tianjia Wang, Siyi Sun, Nana Liu, Yile Chen, Liang Zheng
Quantifying University Campus Imagery: A Social Survey of Three University Campuses in China based on Internet Image Data. DSAI (2024)
Hao-Chung Cheng, Nilanjana Datta, Nana Liu, Theshani Nuradha, Robert Salzmann, Mark M. Wilde
Sample complexity of quantum hypothesis testing. CoRR (2024)
Shi Jin, Nana Liu, Yue Yu
Quantum Circuits for the heat equation with physical boundary conditions via Schrodingerisation. CoRR (2024)
Shunping Chen, Congming Dai, Nana Liu, Wentao Lian, Yuxuan Zhang, Fan Wu, Cong Zhang, Shengcheng Cui, Heli Wei
A Regional Aerosol Model for the Oceanic Area around Eastern China Based on Aerosol Robotic Network (AERONET). Remote. Sens. 16 (6) (2024)
Baojun Tian, Nana Liu, Jiandong Fang
SR-DSGA: Session Recommendation for Dual Sequence Based on Graph Neural Network and Multi-Attention. IEEE Access 12 (2024)
Shi Jin, Xiantao Li, Nana Liu, Yue Yu
Quantum simulation for partial differential equations with physical boundary or interface conditions. J. Comput. Phys. 498 (2024)
Sungduk Yu, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. NeurIPS (2023)
Yue He, Dong-Ling Xu, Jianbo Yang, Zeshui Xu, Nana Liu
A reference ideal model with evidential reasoning for probabilistic-based expressions. Appl. Intell. 53 (18) (2023)
Shi Jin, Nana Liu, Xiantao Li, Yue Yu
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions. CoRR (2023)
Shi Jin, Nana Liu, Yue Yu
Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations. J. Comput. Phys. 487 (2023)
Sungduk Yu, Walter M. Hannah, Liran Peng, Mohamed Aziz Bhouri, Ritwik Gupta, Jerry Lin, Björn Lütjens, Justus C. Will, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Anima Anandkumar, Noah D. Brenowitz, Veronika Eyring, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Carl Vondrick, Rose Yu, Laure Zanna, Ryan P. Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Gunnar Behrens, Christopher S. Bretherton, Julius J. M. Busecke, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Akshay Subramaniam, Mark A. Taylor, et al.
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. CoRR (2023)
Nana Liu, Zeshui Xu, Hangyao Wu
Decision field theory-combined multi-attribute group decision-making method for incomplete linear ordinal ranking. Appl. Soft Comput. 140 (2023)
Yehui Chen, Xiaomei Jin, Ningquan Weng, Wenyue Zhu, Qing Liu, Nana Liu
Automated Detection of the Planetary Boundary Layer Height and Cloud in Qingdao Based on Morphological Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Shi Jin, Nana Liu, Yue Yu
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations. CoRR (2022)
Yufei Xia, Hanfei Ren, Yinguo Li, Jiahui Xia, Lingyun He, Nana Liu
Forecasting green bond volatility via novel heterogeneous ensemble approaches. Expert Syst. Appl. 204 (2022)
Shi Jin, Nana Liu, Yue Yu
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations. J. Comput. Phys. 471 (2022)
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren
Integrating prospect theory with variable reference point into the conversion-based framework for linear ordinal ranking aggregation. Soft Comput. 26 (21) (2022)
Nana Liu, Shengcheng Cui, Tao Luo, Shunping Chen, Kaixuan Yang, Xuebin Ma, Gang Sun, Xuebin Li
Characteristics of Aerosol Extinction Hygroscopic Growth in the Typical Coastal City of Qingdao, China. Remote. Sens. 14 (24) (2022)
Lei Ji, Weixin Xu, Haonan Chen, Nana Liu
Consistency of Vertical Reflectivity Profiles and Echo-Top Heights between Spaceborne Radars Onboard TRMM and GPM. Remote. Sens. 14 (9) (2022)
Shi Jin, Xiantao Li, Nana Liu
Quantum simulation in the semi-classical regime. Quantum 6 (2022)
Shi Jin, Nana Liu, Yue Yu
Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations. CoRR (2022)
Yue He, Zeshui Xu, Nana Liu
Research on K-medoids Algorithm with Probabilistic-based Expressions and Its Applications. Appl. Intell. 52 (10) (2022)
Nana Liu, Chang Wang
Notes on intuitionistic fuzzy soft ideals in BCK/BCI-algebras. J. Intell. Fuzzy Syst. 43 (1) (2022)
Nana Liu, Zeshui Xu
An overview of ARAS method: Theory development, application extension, and future challenge. Int. J. Intell. Syst. 36 (7) (2021)
Nana Liu, Zeshui Xu, Xiao-Jun Zeng, Peijia Ren
An agglomerative hierarchical clustering algorithm for linear ordinal rankings. Inf. Sci. 557 (2021)
Shi Jin, Xiantao Li, Nana Liu
On quantum algorithms for the Schrödinger equation in the semi-classical regime. CoRR (2021)
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren
Conversion-based aggregation algorithms for linear ordinal rankings combined with granular computing. Knowl. Based Syst. 219 (2021)
Wooyeong Song, Marcin Wiesniak, Nana Liu, Marcin Pawlowski, Jin-Hyoung Lee, Jaewan Kim, Jeongho Bang
Tangible reduction in learning sample complexity with large classical samples and small quantum system. Quantum Inf. Process. 20 (8) (2021)
Nana Liu, Zeshui Xu, Yue He, Xiao-Jun Zeng
An inverse prospect theory-based algorithm in extended incomplete additive probabilistic linguistic preference relation environment and its application in financial products selection. Fuzzy Optim. Decis. Mak. 20 (3) (2021)
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren, Fanlin Meng
An Inverse Prospect Theory Based-Approach for Linear Ordinal Ranking Aggregation with Its Application in Site Selection of Electric Vehicle Charging Station. IJCNN (2020)
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu
Quantum noise protects quantum classifiers against adversaries. CoRR (2020)
Maurice Weber, Nana Liu, Bo Li, Ce Zhang, Zhikuan Zhao
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing. CoRR (2020)
Wenzhong Zhang, Shumei Deng, Tao Luo, Yang Wu, Nana Liu, Xuebin Li, Yinbo Huang, Wenyue Zhu
New Global View of Above-Cloud Absorbing Aerosol Distribution Based on CALIPSO Measurements. Remote. Sens. 11 (20) (2019)
Nana Liu, Yue He, Zeshui Xu
A new approach to deal with consistency and consensus issues for hesitant fuzzy linguistic preference relations. Appl. Soft Comput. 76 (2019)
Haochuan Lu, Huanlin Xu, Nana Liu, Yangfan Zhou, Xin Wang
Data Sanity Check for Deep Learning Systems via Learnt Assertions. CoRR (2019)
Shibao Wu, Nana Liu, Yaling Cui
Highly flexible optical Nyquist pulses generation based on dual-parallel Mach-Zehnder modulator and intensity modulator. Photonic Netw. Commun. 36 (3) (2018)
Yufei Xia, Chuanzhe Liu, YuYing Li, Nana Liu
A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring. Expert Syst. Appl. 78 (2017)
Yufei Xia, Chuanzhe Liu, Nana Liu
Cost-sensitive boosted tree for loan evaluation in peer-to-peer lending. Electron. Commer. Res. Appl. 24 (2017)