Sifan Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Direction Of Arrival

Partial Differential Equations

Top Venues

J. Comput. Phys.

Publications

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 (2024)
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) (2024)
Sifan Wang, Bowen Li, Yuhan Chen, Paris Perdikaris
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks. CoRR (2024)
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 (2024)
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)
Zhiwei Fang, Sifan Wang, Paris Perdikaris
Ensemble learning for Physics Informed Neural Networks: a Gradient Boosting approach. CoRR (2023)
Sifan Wang, Shyam Sankaran, Hanwen Wang, Paris Perdikaris
An Expert's Guide to Training Physics-informed Neural Networks. CoRR (2023)
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 (2023)
Sifan Wang, Paris Perdikaris
Long-time integration of parametric evolution equations with physics-informed DeepONets. J. Comput. Phys. 475 (2023)
Sifan Wang, Jiaoyan Wang
An infectious disease model based on material science management during the COVID-19 pandemic. ICMML (2023)
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 (2023)
Jianhua Geng, Sifan Wang, Xin Lou
A Slide-Save Based Framework for Multi-Source DOA Extraction with Closely Spaced Sources. ICASSP (2022)
Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne
Rethinking the Importance of Sampling in Physics-informed Neural Networks. CoRR (2022)
Sifan Wang, Hanwen Wang, Paris Perdikaris
Improved Architectures and Training Algorithms for Deep Operator Networks. J. Sci. Comput. 92 (2) (2022)
Sifan Wang, Shyam Sankaran, Paris Perdikaris
Respecting causality is all you need for training physics-informed neural networks. CoRR (2022)
Sifan Wang, Xinling Yu, Paris Perdikaris
When and why PINNs fail to train: A neural tangent kernel perspective. J. Comput. Phys. 449 (2022)
Sifan Wang, Hanwen Wang, Jacob H. Seidman, Paris Perdikaris
Random Weight Factorization Improves the Training of Continuous Neural Representations. CoRR (2022)
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 (2022)
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) (2022)
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 (2022)
Sifan Wang, Hanwen Wang, Paris Perdikaris
Improved architectures and training algorithms for deep operator networks. CoRR (2021)
Sifan Wang, Jianhua Geng, Xin Lou
Fully Convolutional Network-Based DOA Estimation with Acoustic Vector Sensor. SiPS (2021)
Sifan Wang, Paris Perdikaris
Long-time integration of parametric evolution equations with physics-informed DeepONets. CoRR (2021)
Sifan Wang, Hanwen Wang, Paris Perdikaris
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets. CoRR (2021)
Sifan Wang, Paris Perdikaris
Deep learning of free boundary and Stefan problems. J. Comput. Phys. 428 (2021)
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)
Sifan Wang, Mohamed Aziz Bhouri, Paris Perdikaris
Fast PDE-constrained optimization via self-supervised operator learning. CoRR (2021)
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)
Sifan Wang, Yujun Teng, Paris Perdikaris
Understanding and Mitigating Gradient Flow Pathologies in Physics-Informed Neural Networks. SIAM J. Sci. Comput. 43 (5) (2021)
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 (2020)
Sifan Wang, Xinling Yu, Paris Perdikaris
When and why PINNs fail to train: A neural tangent kernel perspective. CoRR (2020)
Dawei Li, Sifan Wang, Xue-Song Tang, Weijian Kong, Guoliang Shi, Yang Chen
Double-stream atrous network for shadow detection. Neurocomputing 417 (2020)
Sifan Wang, Paris Perdikaris
Deep learning of free boundary and Stefan problems. CoRR (2020)
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 (2020)
Sifan Wang, Yujun Teng, Paris Perdikaris
Understanding and mitigating gradient pathologies in physics-informed neural networks. CoRR (2020)
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 (2019)
Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang
An Integrated Image Filter for Enhancing Change Detection Results. CoRR (2019)
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) (2019)
Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang
An Integrated Image Filter for Enhancing Change Detection Results. IEEE Access 7 (2019)
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 (2019)