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Sifan Wang — most-cited papers & profile · AI for Science
← authors
·
overview
Sifan Wang
7
papers ·
53
citations ·
17
h-index
APT Foundation
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
2022 · 35 citations
Long-time integration of parametric evolution equations with physics-informed DeepONets
2021 · 9 citations
Ensemble learning for Physics Informed Neural Networks: a Gradient Boosting approach
2023 · 7 citations
Simulating Three-dimensional Turbulence with Physics-informed Neural Networks
2025 · 1 citations
CViT: Continuous Vision Transformer for Operator Learning
2024 · 1 citations
Neural Networks as Surrogate Solvers for Time-Dependent Accretion Disk Dynamics
2025
Learning Only On Boundaries: a Physics-Informed Neural operator for Solving Parametric Partial Differential Equations in Complex Geometries
2023
Top co-authors
Paris Perdikaris
· 5
and Paris Perdikaris
· 2
Shyam Sankaran
· 2
Zhiwei Fang
· 2
Andrea Isella
· 1
Anuj Karpatne
· 1
Arka Daw
· 1
George J. Pappas
· 1
Hanwen Wang
· 1
Jacob H Seidman
· 1
Jie Bu
· 1
Kwang Moo Yi
· 1
Topics
Math & Equations
Physics ML
Climate & Weather
Chemistry