Physics-informed Neural Network for Predicting the Moisture Diffusion and Parameter Inversion in Stone Heritage
Water vapor is a critical factor affecting the long-term durability of porous stone materials used in historic buildings and archaeological sites. To extend the service life of these materials, it is essential to investigate the mechanisms of water vapor migration within them. This study proposes a...
| 出版年: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
|---|---|
| 主要な著者: | J. Huang, J. Hu, Z. Li, Y. Zhang, Y. Cheng |
| フォーマット: | 論文 |
| 言語: | 英語 |
| 出版事項: |
Copernicus Publications
2025-10-01
|
| オンライン・アクセス: | https://isprs-archives.copernicus.org/articles/XLVIII-M-9-2025/595/2025/isprs-archives-XLVIII-M-9-2025-595-2025.pdf |
類似資料
Non-Destructive Assessment of Stone Heritage Weathering Types Based on Machine Learning Method Using Hyperspectral Data
著者:: X. Wang, 等
出版事項: (2024-05-01)
著者:: X. Wang, 等
出版事項: (2024-05-01)
Soil Moisture Content Inversion by Coupling AEA and ARMA
著者:: Y. Feng, 等
出版事項: (2024-09-01)
著者:: Y. Feng, 等
出版事項: (2024-09-01)
Text Region Adaptive Multi-temporal Stone Inscriptions Image Registration Framework
著者:: Y. Cheng, 等
出版事項: (2025-10-01)
著者:: Y. Cheng, 等
出版事項: (2025-10-01)
EFIT-mini: an embedded, multi-task neural network-driven equilibrium inversion algorithm
著者:: G.H. Zheng, 等
出版事項: (2025-01-01)
著者:: G.H. Zheng, 等
出版事項: (2025-01-01)
Study on the Applicability of Deterioration Detection Techniques for Sandstone Heritage in Multi Environment using MLP-Attention Model
著者:: C. Yan, 等
出版事項: (2024-10-01)
著者:: C. Yan, 等
出版事項: (2024-10-01)
Addressing challenges inverse problem with convolutional neural networks and regulation techniques: Applications in extraction of physical parameters of semiconductors devices
著者:: Ling-Feng Mao, 等
出版事項: (2024-10-01)
著者:: Ling-Feng Mao, 等
出版事項: (2024-10-01)
Construction and Validation of Surface Soil Moisture Inversion Model Based on Remote Sensing and Neural Network
著者:: Rencai Lin, 等
出版事項: (2024-05-01)
著者:: Rencai Lin, 等
出版事項: (2024-05-01)
Inverse analysis for estimating geotechnical parameters using physics-informed neural networks
著者:: Shinichi Ito, 等
出版事項: (2024-12-01)
著者:: Shinichi Ito, 等
出版事項: (2024-12-01)
Physics-Informed Neural Networks for Inversion of the Macroscopic Transport Parameters in Packed Bed
著者:: Mouhao Wang, 等
出版事項: (2024-12-01)
著者:: Mouhao Wang, 等
出版事項: (2024-12-01)
Soil Hydraulic Parameters and Surface Soil Moisture of a Tilled Bare Soil Plot Inversely Derived from L‐Band Brightness Temperatures
著者:: M. Dimitrov, 等
出版事項: (2014-01-01)
著者:: M. Dimitrov, 等
出版事項: (2014-01-01)
HBIM (Heritage Building Information Modeling) Strategy for Managing Repair of Wooden Architectural Heritage in Korea
著者:: Y. Song, 等
出版事項: (2025-10-01)
著者:: Y. Song, 等
出版事項: (2025-10-01)
Enhancing quantum cascade laser active region design through inverse neural networks: A machine learning approach to metric-based structure generation
著者:: Y. Hu, 等
出版事項: (2024-10-01)
著者:: Y. Hu, 等
出版事項: (2024-10-01)
Inverse solution of process parameters in gear grinding using hierarchical bayesian physics informed neural network (HBPINN)
著者:: Qi Zhang, 等
出版事項: (2025-10-01)
著者:: Qi Zhang, 等
出版事項: (2025-10-01)
Latent Representation Learning in Physics‐Informed Neural Networks for Full Waveform Inversion
著者:: Mohammad H. Taufik, 等
出版事項: (2025-09-01)
著者:: Mohammad H. Taufik, 等
出版事項: (2025-09-01)
Simulation of soil moisture for typical plain region using the Variable Infiltration Capacity model
著者:: Z. Wu, 等
出版事項: (2015-05-01)
著者:: Z. Wu, 等
出版事項: (2015-05-01)
Advancements in Nanomedicine for the Diagnosis and Treatment of Kidney Stones
著者:: Wang Y, 等
出版事項: (2025-02-01)
著者:: Wang Y, 等
出版事項: (2025-02-01)
Predicting and Reconstructing Aerosol–Cloud–Precipitation Interactions with Physics-Informed Neural Networks
著者:: Alice V. Hu, 等
出版事項: (2023-12-01)
著者:: Alice V. Hu, 等
出版事項: (2023-12-01)
Diffuse Erythematous Follicular Eruption Induced by Pegylated Liposomal Doxorubicin
著者:: Zhong L, 等
出版事項: (2025-04-01)
著者:: Zhong L, 等
出版事項: (2025-04-01)
A comprehensive study of deep learning for soil moisture prediction
著者:: Y. Wang, 等
出版事項: (2024-02-01)
著者:: Y. Wang, 等
出版事項: (2024-02-01)
Physics‐Informed Inverse Design of Programmable Metasurfaces
著者:: Yucheng Xu, 等
出版事項: (2024-11-01)
著者:: Yucheng Xu, 等
出版事項: (2024-11-01)
A scheme for calculating soil moisture content by using routine weather data
著者:: K. Z. Shang, 等
出版事項: (2007-10-01)
著者:: K. Z. Shang, 等
出版事項: (2007-10-01)
Measuring the Primary and Secondary Bioreceptivity of Stone and Their Implications for Heritage Conservation
著者:: Philip J. A. Skipper, 等
出版事項: (2024-09-01)
著者:: Philip J. A. Skipper, 等
出版事項: (2024-09-01)
Moisture Diffusion Coefficient of Concrete under Different Conditions
著者:: Fengbin Zhou, 等
出版事項: (2023-09-01)
著者:: Fengbin Zhou, 等
出版事項: (2023-09-01)
Physics–Informed Neural Network With Enhanced Parameter–State Coupling for Inverse Modeling of Unsaturated Flow in Heterogeneous Soils
著者:: Xuezi Gong, 等
出版事項: (2025-09-01)
著者:: Xuezi Gong, 等
出版事項: (2025-09-01)
Physics-Informed Neural Network (PINN) for Solving Frictional Contact Temperature and Inversely Evaluating Relevant Input Parameters
著者:: Yichun Xia, 等
出版事項: (2024-02-01)
著者:: Yichun Xia, 等
出版事項: (2024-02-01)
Reliable and Practical Inverse Modeling of Natural‐State Geothermal Systems Using Physics‐Informed Neural Networks: Three‐Dimensional Model Construction and Assimilation With Magnetotelluric Data
著者:: K. Ishitsuka, 等
出版事項: (2025-09-01)
著者:: K. Ishitsuka, 等
出版事項: (2025-09-01)
Data worth analysis within a model-free data assimilation framework for soil moisture flow
著者:: Y. Wang, 等
出版事項: (2023-07-01)
著者:: Y. Wang, 等
出版事項: (2023-07-01)
Accelerated soil moisture drought onset link to high temperatures and asymmetric responses associated with hit timing
著者:: Y. Liu, 等
出版事項: (2025-02-01)
著者:: Y. Liu, 等
出版事項: (2025-02-01)
On the potential of physics-informed neural networks to solve inverse problems in tokamaks
著者:: Riccardo Rossi, 等
出版事項: (2023-01-01)
著者:: Riccardo Rossi, 等
出版事項: (2023-01-01)
Assessment of Rock and Stone Decay in Heritage Sites Using Machine Learning
著者:: W. Ying, 等
出版事項: (2025-07-01)
著者:: W. Ying, 等
出版事項: (2025-07-01)
Inversion algorithm of black carbon mixing state based on machine learning
著者:: Z. Tian, 等
出版事項: (2025-03-01)
著者:: Z. Tian, 等
出版事項: (2025-03-01)
A Novel Ionospheric Inversion Model: PINN‐SAMI3 (Physics Informed Neural Network Based on SAMI3)
著者:: Jiayu Ma, 等
出版事項: (2024-04-01)
著者:: Jiayu Ma, 等
出版事項: (2024-04-01)
Remote Diagnosis of Tree Vigor in National Natural Heritage Using Digital Hyperspectral Image Analysis
著者:: S. Y. Nam, 等
出版事項: (2025-10-01)
著者:: S. Y. Nam, 等
出版事項: (2025-10-01)
The Management of Diabetes with Hyperuricemia: Can We Hit Two Birds with One Stone?
著者:: Wang Y, 等
出版事項: (2023-12-01)
著者:: Wang Y, 等
出版事項: (2023-12-01)
Improvement of Plasma Sheet Neural Network Accuracy With Inclusion of Physical Information
著者:: Brian M. Swiger, 等
出版事項: (2020-07-01)
著者:: Brian M. Swiger, 等
出版事項: (2020-07-01)
Profile-based estimated inversion strength
著者:: Z. Wang, 等
出版事項: (2023-03-01)
著者:: Z. Wang, 等
出版事項: (2023-03-01)
Two-Scale Physics-Informed Neural Networks for Structural Dynamics Parameter Inversion: Numerical and Experimental Validation on T-Shaped Tower Health Monitoring
著者:: Xinpeng Liu, 等
出版事項: (2025-05-01)
著者:: Xinpeng Liu, 等
出版事項: (2025-05-01)
On the Monotonicity and Positivity of Physics-Informed Neural Networks for Highly Anisotropic Diffusion Equations
著者:: Wenjuan Zhang, 等
出版事項: (2022-09-01)
著者:: Wenjuan Zhang, 等
出版事項: (2022-09-01)
STUDY ON INFORMATION MANAGEMENT FOR THE CONSERVATION OF TRADITIONAL CHINESE ARCHITECTURAL HERITAGE – 3D MODELLING AND METADATA REPRESENTATION
著者:: Y. N. Yen, 等
出版事項: (2013-07-01)
著者:: Y. N. Yen, 等
出版事項: (2013-07-01)
Isolation of GhMYB9 gene promoter and characterization of its activity in transgenic cotton
著者:: Z. Y. Zhang, 等
出版事項: (2015-12-01)
著者:: Z. Y. Zhang, 等
出版事項: (2015-12-01)
類似資料
-
Non-Destructive Assessment of Stone Heritage Weathering Types Based on Machine Learning Method Using Hyperspectral Data
著者:: X. Wang, 等
出版事項: (2024-05-01) -
Soil Moisture Content Inversion by Coupling AEA and ARMA
著者:: Y. Feng, 等
出版事項: (2024-09-01) -
Text Region Adaptive Multi-temporal Stone Inscriptions Image Registration Framework
著者:: Y. Cheng, 等
出版事項: (2025-10-01) -
EFIT-mini: an embedded, multi-task neural network-driven equilibrium inversion algorithm
著者:: G.H. Zheng, 等
出版事項: (2025-01-01) -
Study on the Applicability of Deterioration Detection Techniques for Sandstone Heritage in Multi Environment using MLP-Attention Model
著者:: C. Yan, 等
出版事項: (2024-10-01)
