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2020 – today
- 2024
[j15]Xiao Luo, Sifan Wang, Ruiyong Xiang
, Shengpeng Shu, Bodong Zhang, Wanqing Wu, Xinpeng Xing, Haigang Feng:
A 0.73 mW low power 9.6 GHz LC voltage-controlled oscillator achieves constant KVCO and -189.2 FOM. Microelectron. J. 149: 106213 (2024)- [j14]Zhiwei Fang, Sifan Wang, Paris Perdikaris:
Learning Only on Boundaries: A Physics-Informed Neural Operator for Solving Parametric Partial Differential Equations in Complex Geometries. Neural Comput. 36(3): 475-498 (2024) - [i21]Sifan Wang, Bowen Li, Yuhan Chen, Paris Perdikaris:
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks. CoRR abs/2402.00326 (2024) - [i20]Sifan Wang, Jacob H. Seidman, Shyam Sankaran, Hanwen Wang, George J. Pappas, Paris Perdikaris:
Bridging Operator Learning and Conditioned Neural Fields: A Unifying Perspective. CoRR abs/2405.13998 (2024) - [i19]Sifan Wang, Junfeng Liao, Ye Yuan, Riquan Zhang:
The Key of Parameter Skew in Federated Learning. CoRR abs/2408.11278 (2024) - [i18]Shunyuan Mao, Ruobing Dong, Kwang Moo Yi, Lu Lu, Sifan Wang, Paris Perdikaris:
Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems. CoRR abs/2409.17228 (2024) - 2023
- [j13]Sifan Wang, Paris Perdikaris:
Long-time integration of parametric evolution equations with physics-informed DeepONets. J. Comput. Phys. 475: 111855 (2023) - [c6]Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne:
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling. ICML 2023: 7264-7302 - [c5]Sifan Wang, Jiaoyan Wang:
An infectious disease model based on material science management during the COVID-19 pandemic. ICMML 2023: 251-254 - [i17]Zhiwei Fang, Sifan Wang, Paris Perdikaris:
Ensemble learning for Physics Informed Neural Networks: a Gradient Boosting approach. CoRR abs/2302.13143 (2023) - [i16]Shunyuan Mao, Ruobing Dong, Lu Lu, Kwang Moo Yi, Sifan Wang, Paris Perdikaris:
PPDONet: Deep Operator Networks for Fast Prediction of Steady-State Solutions in Disk-Planet Systems. CoRR abs/2305.11111 (2023) - [i15]Sifan Wang, Shyam Sankaran, Hanwen Wang, Paris Perdikaris:
An Expert's Guide to Training Physics-informed Neural Networks. CoRR abs/2308.08468 (2023) - [i14]Zhiwei Fang, Sifan Wang, Paris Perdikaris:
Learning Only On Boundaries: a Physics-Informed Neural operator for Solving Parametric Partial Differential Equations in Complex Geometries. CoRR abs/2308.12939 (2023) - 2022
- [j12]Sifan Wang, Xinling Yu, Paris Perdikaris:
When and why PINNs fail to train: A neural tangent kernel perspective. J. Comput. Phys. 449: 110768 (2022) - [j11]Sifan Wang, Hanwen Wang, Paris Perdikaris:
Improved Architectures and Training Algorithms for Deep Operator Networks. J. Sci. Comput. 92(2): 35 (2022) - [j10]Yong Zhou, Sifan Wang, Jiaqi Zhao, Hancheng Zhu, Rui Yao:
Fine-Grained Feature Enhancement for Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j9]Dawei Li, Sifan Wang, Shiyu Xiang, Jinsheng Li, Yanping Yang, Xue-Song Tang:
Dual-stream shadow detection network: biologically inspired shadow detection for remote sensing images. Neural Comput. Appl. 34(12): 10039-10049 (2022) - [j8]Jianhua Geng, Sifan Wang, Qinglai Liu, Xin Lou:
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1048-1060 (2022) - [c4]Jianhua Geng, Sifan Wang, Xin Lou:
A Slide-Save Based Framework for Multi-Source DOA Extraction with Closely Spaced Sources. ICASSP 2022: 731-735 - [i13]Sifan Wang, Shyam Sankaran, Paris Perdikaris:
Respecting causality is all you need for training physics-informed neural networks. CoRR abs/2203.07404 (2022) - [i12]Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne:
Rethinking the Importance of Sampling in Physics-informed Neural Networks. CoRR abs/2207.02338 (2022) - [i11]Sifan Wang, Hanwen Wang, Jacob H. Seidman, Paris Perdikaris:
Random Weight Factorization Improves the Training of Continuous Neural Representations. CoRR abs/2210.01274 (2022) - 2021
- [j7]Sifan Wang, Paris Perdikaris:
Deep learning of free boundary and Stefan problems. J. Comput. Phys. 428: 109914 (2021) - [j6]Sifan Wang, Yujun Teng, Paris Perdikaris:
Understanding and Mitigating Gradient Flow Pathologies in Physics-Informed Neural Networks. SIAM J. Sci. Comput. 43(5): A3055-A3081 (2021) - [c3]Jianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xiangyu Zhang, Xin Lou:
Robust Multi-Source Direction of Arrival Estimation Using a Single Acoustic Vector Sensor. APCCAS 2021: 161-164 - [c2]Jianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xin Lou:
Reliable Intensity Vector Selection for Multi-Source Direction-of-Arrival Estimation Using a Single Acoustic Vector Sensor. Interspeech 2021: 2137-2141 - [c1]Sifan Wang, Jianhua Geng, Xin Lou:
Fully Convolutional Network-Based DOA Estimation with Acoustic Vector Sensor. SiPS 2021: 29-33 - [i10]Sifan Wang, Hanwen Wang, Paris Perdikaris:
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets. CoRR abs/2103.10974 (2021) - [i9]Sifan Wang, Paris Perdikaris:
Long-time integration of parametric evolution equations with physics-informed DeepONets. CoRR abs/2106.05384 (2021) - [i8]Sifan Wang, Hanwen Wang, Paris Perdikaris:
Improved architectures and training algorithms for deep operator networks. CoRR abs/2110.01654 (2021) - [i7]Sifan Wang, Mohamed Aziz Bhouri, Paris Perdikaris:
Fast PDE-constrained optimization via self-supervised operator learning. CoRR abs/2110.13297 (2021) - 2020
- [j5]Dawei Li, Sifan Wang, Xue-Song Tang, Weijian Kong, Guoliang Shi, Yang Chen:
Double-stream atrous network for shadow detection. Neurocomputing 417: 167-175 (2020) - [j4]Dawei Li, Guoliang Shi, Weijian Kong, Sifan Wang, Yang Chen:
A Leaf Segmentation and Phenotypic Feature Extraction Framework for Multiview Stereo Plant Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2321-2336 (2020) - [i6]Sifan Wang, Yujun Teng, Paris Perdikaris:
Understanding and mitigating gradient pathologies in physics-informed neural networks. CoRR abs/2001.04536 (2020) - [i5]Sifan Wang, Paris Perdikaris:
Deep learning of free boundary and Stefan problems. CoRR abs/2006.05311 (2020) - [i4]Sifan Wang, Xinling Yu, Paris Perdikaris:
When and why PINNs fail to train: A neural tangent kernel perspective. CoRR abs/2007.14527 (2020) - [i3]Sifan Wang, Hanwen Wang, Paris Perdikaris:
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks. CoRR abs/2012.10047 (2020)
2010 – 2019
- 2019
- [j3]Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang:
An Integrated Image Filter for Enhancing Change Detection Results. IEEE Access 7: 91034-91051 (2019) - [j2]Dawei Li, Yan Cao, Guoliang Shi, Xin Cai, Yang Chen, Sifan Wang, Siyuan Yan:
An Overlapping-Free Leaf Segmentation Method for Plant Point Clouds. IEEE Access 7: 129054-129070 (2019) - [j1]Zhou Ta, Pingle Yang, Sifan Wang, Hang Hongjuan, Yanfang Zheng, Xuebao Li, Yuanpeng Zhang:
Strong Internal-Cohesion-Polymerization-Based Integrated Fuzzy Classification on Feature Diffusion for Epileptic Electroencephalograms Signal. J. Medical Imaging Health Informatics 9(3): 450-455 (2019) - [i2]Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang:
An Integrated Image Filter for Enhancing Change Detection Results. CoRR abs/1907.01301 (2019) - [i1]Dawei Li, Yan Cao, Guoliang Shi, Xin Cai, Yang Chen, Sifan Wang, Siyuan Yan:
An overlapping-free leaf segmentation method for plant point clouds. CoRR abs/1908.04018 (2019)
Coauthor Index
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