Numerical analysis of variational-hemivariational inequalities with applications in contact mechanics

Authors: Han, Weimin, Feng, Fang, Wang, Fei, Huang, Jianguo

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2503.05138

A robust $C^0$ interior penalty method for a gradient-elastic Kirchhoff plate model

Authors: Chen, Mingqing, Huang, Jianguo, Huang, Xuehai

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2412.19107

A $C^0$-continuous nonconforming virtual element method for linear strain gradient elasticity

Authors: Huang, Jianguo, Yu, Yue

Subject Terms: Mathematics - Numerical Analysis, 65N12, 65N15, 65N22, 65N30

Access URL: http://arxiv.org/abs/2412.17631

A Parareal exponential integrator finite element method for linear parabolic equations

Authors: Huang, Jianguo, Xu, Yuejin

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2412.01138

Exponential integrator Fourier Galerkin methods for semilinear parabolic equations

Authors: Huang, Jianguo, Xu, Yuejin

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2411.19265

Adaptive neural network basis methods for partial differential equations with low-regular solutions

Authors: Huang, Jianguo, Wu, Haohao, Zhou, Tao

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2411.01998

C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets

Authors: Liu, Kangdao, Zeng, Hao, Huang, Jianguo, Zhuang, Huiping, Vong, Chi-Man, Wei, Hongxin

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.09408

IPEval: A Bilingual Intellectual Property Agency Consultation Evaluation Benchmark for Large Language Models

Authors: Wang, Qiyao, Huang, Jianguo, Lu, Shule, Lin, Yuan, Xu, Kan, Yang, Liang, Lin, Hongfei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.12386

Similarity-Navigated Conformal Prediction for Graph Neural Networks

Authors: Song, Jianqing, Huang, Jianguo, Jiang, Wenyu, Zhang, Baoming, Li, Shuangjie, Wang, Chongjun

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.14303

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TorchCP: A Python Library for Conformal Prediction

Authors: Huang, Jianguo, Song, Jianqing, Zhou, Xuanning, Jing, Bingyi, Wei, Hongxin

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2402.12683

Does confidence calibration improve conformal prediction?

Authors: Xi, Huajun, Huang, Jianguo, Liu, Kangdao, Feng, Lei, Wei, Hongxin

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.04344

Resolution invariant deep operator network for PDEs with complex geometries

Authors: Huang, Jianguo, Qiu, Yue

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.00825

Newton's method and its hybrid with machine learning for Navier-Stokes Darcy Models discretized by mixed element methods

Authors: Huang, Jianguo, Peng, Hui, Wu, Haohao

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2401.10557

Conformal Prediction for Deep Classifier via Label Ranking

Authors: Huang, Jianguo, Xi, Huajun, Zhang, Linjun, Yao, Huaxiu, Qiu, Yue, Wei, Hongxin

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2310.06430

Posture Correction of College Students' English Reading Mobile Learning Habits based on Smart Phone Camera Image-assisted Distance Measurement Algorithm

Authors: Huang, Jianguo

Source: 2022 International Conference on Inventive Computation Technologies (ICICT) Inventive Computation Technologies (ICICT), 2022 International Conference on. :1252-1256 Jul, 2022

Relation: 2022 International Conference on Inventive Computation Technologies (ICICT)

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Koopman operator learning using invertible neural networks

Authors: Meng, Yuhuang, Huang, Jianguo, Qiu, Yue

Source: Journal of Computational Physics 2024

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Machine Learning, 65Mxx (Primary), 68Txx (Secondary), I.2.6

Access URL: http://arxiv.org/abs/2306.17396