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Qingsong Zou
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Published:
Program SV for 1D hyperbolic conservation laws
- Download Codes
- Matlab Codes
- Using Spectral (finite) volume method
- Solve 1D hyperbolic conservation laws $u_t + u_x = 0$.
- Need to set $[a, b]$, $u_0 = u(x,0)$, N (SV numbers), k (Degree of Polynomail on each SV), type (Division points at SV, include Equidistant, Gauss points, Gauss-Lobatto points, Gauss-Radau points) and T_num (Time step numbers).
- Return numerical result, images and error analysis.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
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publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Local Superconvergence of Post-Processed High-Order Finite Volume Element Solutions
Published in , 1900
Abstract
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://link.springer.com/article/10.1007/s10444-020-09801-2
Local Superconvergence of Post-Processed High-Order Finite Volume Element Solutions
Published in , 1900
- Received: 28 November 2018
- Accepted: 08 June 2020
- Published: 06 July 2020
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://link.springer.com/article/10.1007/s10444-020-09801-2
Locally Conservative Serendipity Finite Element Solutions for Elliptic Equations
Published in Journal 1, 2021
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Analysis of Spectral Volume Methods for 1D Linear Scalar Hyperbolic Equations
Published in , 1900
- Received: 19 May 2021
- Accepted: 10 November 2021
- Published: 23 December 2021
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://link.springer.com/article/10.1007/s10915-021-01715-5
Finite Volume Element Method for Predicting Electrostatics of a Biomolecule Immersed in an Ionic Solvent
Published in , 1900
- Published: March 2021
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://global-sci.org/intro/article_detail/ijnam/18714.html
An Adaptive Time Stepping Algorithm and Its Application to Platelet Aggregation Simulation
Published in , 1900
- Date of Conference: 30 September 2021 - 03 October 2021
- Date Added to IEEE Xplore: 22 December 2021
- DOI: https://doi.org/10.1007/s10444-020-09801-2
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://ieeexplore.ieee.org/document/9644767
Locally Conservative Serendipity Finite Element Solutions for Elliptic Equations
Published in , 1900
Abstract
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://doc.global-sci.org/uploads/Issue/IJNAM/v18n1/181_19.pdf
The Dynamics of Suspended Rough Platelets in Shear Flows with Different Reynolds Numbers
Published in , 1900
- Published: April 2022
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://www.global-sci.org/intro/article_detail.html?journal=undefined&article_id=20409
A C0 linear finite element method for a second-order elliptic equation in non-divergence form with Cordes coefficients
Published in , 1900
- Manuscript accepted: 28 October 2022
- Manuscript revised: 17 October 2022
- Manuscript received: 20 May 2021
Recommended citation: Minqiang Xu, Runchang Lin, Qingsong Zou. A C0 linear finite element method for a second-order elliptic equation in non-divergence form with Cordes coefficients. Numerical Methods for Partial Differential Equations, 2022. https://onlinelibrary.wiley.com/doi/abs/10.1002/num.22965
A Molecular Dynamics Based Multi-scale Platelet Aggregation Model and Its High-Throughput Simulation
Published in , 1900
- Published: 16 March 2022
- DOI: https://doi.org/10.1007/978-3-030-96772-7_8
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://link.springer.com/chapter/10.1007/978-3-030-96772-7_8
Adaptive deep neural networks methods for high-dimensional partial differential equations
Published in , 1900
- Received: 19 April 2021
- Accepted: 13 April 2022
- Published: 20 April 2022
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://www.sciencedirect.com/science/article/pii/S0021999122002947#!
Deep Neural Networks Based Temporal-Difference Methods for High-Dimensional Parabolic Partial Differential Equations
Published in , 1900
- Received: 18 April 2022
- Accepted: 21 July 2022
- Published: 28 July 2022
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://www.sciencedirect.com/science/article/pii/S0021999122005654
A Novel Triple-gate Model for Mechanosensitive Ion Channel Piezo1
Published in , 1900
- Date of Conference: 13-15 May 2022
- Date Added to IEEE Xplore: 23 June 2022
- DOI: 10.1109/ICBCB55259.2022.9802499
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://ieeexplore.ieee.org/abstract/document/9802499
Three dimensional high order finite volume element schemes for elliptic equations
Published in , 1900
- Manuscript accepted: 29 September 2022
- Manuscript revised: 26 September 2022
- Manuscript received: 24 September 2021
Recommended citation: Yanhui Zhou, Ying Jiang, Qingsong Zou. Three dimensional high order finite volume element schemes for elliptic equations. Numerical Methods for Partial Differential Equations, 2022. https://onlinelibrary.wiley.com/doi/abs/10.1002/num.22950
Analysis of two fully discrete spectral volume schemes for hyperbolic equations
Published in , 1900
- First published: 20 September 2023
Recommended citation: Wei P, Zou Q. Analysis of two fully discrete spectral volume schemes for hyperbolic equations[J]. Numerical Methods for Partial Differential Equations, 2024, 40(2): e23072. https://onlinelibrary.wiley.com/doi/abs/10.1002/num.23072
Analysis of Two Any Order Spectral Volume Methods for 1-D Linear Hyperbolic Equations with Degenerate Variable Coefficients
Published in , 1900
- Received November 20, 2021
- Revised version received December 31, 2022
- Accepted May 26, 2023
- Published online November 24, 2023
Recommended citation: Xu M, Yuan Y, Cao W, et al. Analysis of two any order spectral volume methods for 1-D linear hyperbolic equations with degenerate variable coefficients[J]. Journal of Computational Mathematics, 2024. https://www.global-sci.org/intro/online/read?online_id=2132
A Hessian Recovery Based Linear Finite Element Method for Molecular Beam Epitaxy Growth Model with Slope Selection
Published in , 1900
- Published online: 2023-12
- Manuscript accepted: 19 May 2022
- Manuscript received: 3 June 2021
Recommended citation: Minqiang Xu, Qingsong Zou. A Hessian Recovery Based Linear Finite Element Method for Molecular Beam Epitaxy Growth Model with Slope Selection. Adv. in Appl. Math. and Mech (2023): 1-23. https://global-sci.org/intro/article_detail/aamm/22287.html
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases
Published in , 1900
- Published: 01 October 2023
Recommended citation: Zhang, W., Huang, Y., Zhang, T., Zou, Q., Zheng, WS., Wang, R. (2023). Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases. In: Greenspan, H., et al. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023. MICCAI 2023. Lecture Notes in Computer Science, vol 14221. Springer, Cham. https://link.springer.com/chapter/10.1007/978-3-031-43895-0_7
Deep finite volume method for partial differential equations
Published in , 1900
- First Online: 31 July 2024
Recommended citation: Cen, J., & Zou, Q. (2024). Deep finite volume method for partial differential equations. Journal of Computational Physics, 517, 113307. https://www.sciencedirect.com/science/article/pii/S0021999124005552
Adaptive trajectories sampling for solving PDEs with deep learning methods
Published in , 1900
- First Online: 15 July 2024
Recommended citation: Chen, X., Cen, J., & Zou, Q. (2024). Adaptive trajectories sampling for solving PDEs with deep learning methods. Applied Mathematics and Computation, 481, 128928. https://www.sciencedirect.com/science/article/pii/S0096300324003898
DGCL: dual-graph neural networks contrastive learning for molecular property prediction
Published in , 1900
- First Online: 27 September 2024
Recommended citation: Jiang, X., Tan, L., & Zou, Q. (2024). DGCL: dual-graph neural networks contrastive learning for molecular property prediction. Briefings in Bioinformatics, 25(6), bbae474. https://academic.oup.com/bib/article/25/6/bbae474/7779242
MolBench: A Benchmark of AI Models for Molecular Property Prediction
Published in , 1900
- First Online: 14 February 2024
Recommended citation: Jiang X, Tan L, Cen J, et al. MolBench: A Benchmark of AI Models for Molecular Property Prediction[C] International Symposium on Benchmarking, Measuring and Optimization. Singapore: Springer Nature Singapore, 2023: 53-70. https://link.springer.com/chapter/10.1007/978-981-97-0316-6_4
PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs
Published in , 1900
- First Online: 2024
Recommended citation: Wei, P., Liu, M., Cen, J., Zhou, Z., Chen, L., & Zou, Q. (2024, August). Pdenneval: A comprehensive evaluation of neural network methods for solving pdes. In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (pp. 5181-5189). https://www.ijcai.org/proceedings/2024/573
PPFNet: A Parameter-Guided Operator Network for Solving Phase Field Equations
Published in , 1900
- First Online: 26 July 2025
Recommended citation: Chen L, Zou Q. PPFNet: A Parameter-Guided Operator Network for Solving Phase Field Equations[C]//International Conference on Intelligent Computing. Singapore: Springer Nature Singapore, 2025: 324-335. https://link.springer.com/chapter/10.1007/978-981-96-9894-3_27
Deriving Locally Conservative Fluxes From High‐Order Finite Element Solutions by Solving a Constrained Minimization Problem
Published in , 1900
- First Online: 03 September 2025
Recommended citation: Gong W, Cao W, Zou Q. Deriving Locally Conservative Fluxes From High‐Order Finite Element Solutions by Solving a Constrained Minimization Problem[J]. Numerical Methods for Partial Differential Equations, 2025, 41(5): e70035. https://onlinelibrary.wiley.com/doi/abs/10.1002/num.70035
CFDONEval: a comprehensive evaluation of operator-learning neural network models for computational fluid dynamics
Published in , 1900
- First Online: 2025
Recommended citation: Liu M, Cen J, Zhou Z, et al. CFDONEval: a comprehensive evaluation of operator-learning neural network models for computational fluid dynamics[C]//Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence. 2025: 5752-5760. https://www.ijcai.org/proceedings/2025/640
OceanNNEval: A Benchmark for Three-Dimensional Temperature and Salinity Reconstruction
Published in , 1900
- Accepted: 2025
Recommended citation: Peng G, Zou Q. OceanNNEval: A Benchmark for Three-Dimensional Temperature and Salinity Reconstruction. In: Proceedings of Bench 2025, (accepted).
FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction
Published in , 1900
- Accepted: 2025
Recommended citation: Wang X, Chen P, Tan L, Lu Y, Zou Q. FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction. In: Proceedings of the AAAI Conference on Artificial Intelligence, 2025 (accepted).
No-Data-Driven Crystal Structure Prediction via Model-Free Reinforcement Learning
Published in , 1900
- First Online: 24 July 2025
Recommended citation: Wang X, Chen P, Zou Q. No-Data-Driven Crystal Structure Prediction via Model-Free Reinforcement Learning[C]//International Conference on Intelligent Computing. Singapore: Springer Nature Singapore, 2025: 307-318. https://link.springer.com/chapter/10.1007/978-981-96-9815-8_26
Analysis of Any-Order Runge–Kutta Spectral Volume Schemes for 1D Hyperbolic Equations
Published in , 1900
- First Online: 2025
Recommended citation: Wei P, Zou Q. Analysis of Any-Order Runge–Kutta Spectral Volume Schemes for 1D Hyperbolic Equations[J]. International Journal of Numerical Analysis and Modeling, 2025 (accepted). https://arxiv.org/html/2409.13485v1
Tip-Adapter-SA: Training-Free CLIP-Adapter Enhanced by Semantic Alignment for Multi-Label Few-Shot Classification with Single Positive Labels
Published in , 1900
- First Online: October 2025
Recommended citation: Zhou Z, Zou Q. Tip-Adapter-SA: Training-Free CLIP-Adapter Enhanced by Semantic Alignment for Multi-Label Few-Shot Classification with Single Positive Labels[C]//2025 IEEE 5th International Conference on Computer Communication and Artificial Intelligence (CCAI). IEEE, 2025: 1-8. https://ieeexplore.ieee.org/document/11189294
Markdown
Published in , 1900
Locations of key files/directories
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
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