Concepedia

Yanyan Hu

YH

9

Publications

300

Citations

9

H-Index

2019

Active since

Affiliations

University of Houston(Current)

Schlumberger (United States)

Yanyan Hu is an author at University of Houston specializing in engineering, deep learning, and numerical simulation.

Top concepts

EngineeringDeep LearningMachine LearningNumerical SimulationData ScienceComputer ScienceInverse ProblemsNumerical AnalysisComputer EngineeringComputational Electromagnetics

Publications per year

2019–2023

9

Publications

9

A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations

Pan Zhang, Yanyan Hu, Yuchen Jin et al. · IEEE journal on multiscale and multiphysics computational techniques · 2021 · 102 citations

Numerical Analysis, Electromagnetic Wave, Numerical Method For Partial Differential Equation +13

A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems

Yanyan Hu, Rui Guo, Yuchen Jin et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 59 citations

Numerical Analysis, New Scheme, Model Optimization +15

A Theory-Guided Deep Neural Network for Time Domain Electromagnetic Simulation and Inversion Using a Differentiable Programming Platform

Yanyan Hu, Yuchen Jin, Xuqing Wu et al. · IEEE Transactions on Antennas and Propagation · 2021 · 32 citations

A deep learning-enhanced framework for multiphysics joint inversion

Yanyan Hu, Xiaolong Wei, Xuqing Wu et al. · Geophysics · 2022 · 27 citations

A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations

Pan Zhang, Yanyan Hu, Yuchen Jin et al. · 2020 · 23 citations

Electromagnetic Wave, Numerical Method For Partial Differential Equation, Deep Neural Networks +15

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