PINN Model - Articles - Scientific Research Publishing

Fatigue Life Prediction of Vehicle Rubber Elastic Support Components Based on Physics-Informed Neural Networks (Articles)

Shen Liu, Fei Meng

Open Journal of Applied Sciences Vol.16 No.1, January 19, 2026

DOI: 10.4236/ojapps.2026.161015 115 Downloads 609 Views Citations
Hybrid PINN-LSTM Model for River Temperature Prediction: A Physics-Informed Deep Learning Approach (Articles)

Marcos Batista Figueredo, Mario de Jesus Ferreira, Roberto Luiz Souza Monteiro, Alexandre do Nascimento Silva, Thiago Barros Murari, Thaís de Souza Neri

Journal of Computer and Communications Vol.13 No.6, June 24, 2025

DOI: 10.4236/jcc.2025.136008 273 Downloads 2,014 Views Citations
Physics-Informed LSTM for Fatigue Life Prediction of Rubber Isolators under Thermo-Mechanical Coupling (Articles)

Shen Liu, Fei Meng

Open Journal of Applied Sciences Vol.16 No.4, April 7, 2026

DOI: 10.4236/ojapps.2026.164062 87 Downloads 457 Views Citations
Crank-Nicolson Finite Difference Scheme for the 3D Allen-Cahn Equation with PINN Comparison (Articles)

Bo Liu, Lijuan Wang

Applied Mathematics Vol.16 No.10, October 31, 2025

DOI: 10.4236/am.2025.1610038 63 Downloads 551 Views Citations
Model Averaging by Stacking (Articles)

Claudio Morana

Open Journal of Statistics Vol.5 No.7, December 30, 2015

DOI: 10.4236/ojs.2015.57079 5,450 Downloads 6,858 Views Citations
This article belongs to the Special Issue on Multivariate Statistical Analysis
Towards Automatic Transformation from UML Model to FSM Model for Web Applications (Articles)

Xi Wang, Huaikou Miao, Liang Guo

Journal of Software Engineering and Applications Vol.1 No.1, December 9, 2008

DOI: 10.4236/jsea.2008.11010 6,404 Downloads 12,035 Views Citations
Model Interpretation Development: Analysis Design of Automatic Control System (Articles)

Guohua Wu, Wenning Liu, Qiuhua Zheng, Zhen Zhang

Journal of Software Engineering and Applications Vol.2 No.2, July 15, 2009

DOI: 10.4236/jsea.2009.22017 6,726 Downloads 11,749 Views Citations
The Models of Investing Schools (Articles)

Jun’e Liu, Lei Chai, Zina Xu

Journal of Applied Mathematics and Physics Vol.4 No.6, June 16, 2016

DOI: 10.4236/jamp.2016.46113 2,046 Downloads 3,165 Views Citations
A Small-Size Macroeconometric Model for Pakistan Economy (Articles)

Muhammad Nadim Hanif, Zulfiqar Hyder, Muhammad Amin Khan Lodhi, Mahmood ul Hassan Khan, Irem Batool

Technology and Investment Vol.2 No.2, June 3, 2011

DOI: 10.4236/ti.2011.22008 6,998 Downloads 13,477 Views Citations
Solving Basic Inventory Models Using Excel (Articles)

Sarbjit Singh

Theoretical Economics Letters Vol.8 No.11, August 6, 2018

DOI: 10.4236/tel.2018.811137 3,065 Downloads 11,561 Views Citations
Application of Markowitz Model to Mongolian Government Budget (Articles)

Ch. Ankhbayar, B. Lkhagvajav, N. Tungalag, R. Enkhbat

iBusiness Vol.11 No.3, September 19, 2019

DOI: 10.4236/ib.2019.113004 957 Downloads 2,246 Views Citations
NARCCAP Model Skill and Bias for the Southeast United States (Articles)

Erik D. Kabela, Gregory J. Carbone

American Journal of Climate Change Vol.4 No.1, March 23, 2015

DOI: 10.4236/ajcc.2015.41009 4,679 Downloads 6,346 Views Citations
Comparison of Stochastic Models in Forecasting Monthly Streamflow in Rivers: A Case Study of River Nile and Its Tributaries (Articles)

Mohammed A. Elganiny, Alaa Esmaeil Eldwer

Journal of Water Resource and Protection Vol.8 No.2, February 5, 2016

DOI: 10.4236/jwarp.2016.82012 6,007 Downloads 7,916 Views Citations
This article belongs to the Special Issue on Hydrological Hazards
A Mixed Model Analysis of a Fertilizer Experiment on Oil Palm in Nigeria (Articles)

Edwin A. Iguodala, Eghwerido Joseph Thomas, Austin Edokpayi, Obilade Titilola

Agricultural Sciences Vol.7 No.8, August 16, 2016

DOI: 10.4236/as.2016.78052 2,468 Downloads 4,404 Views Citations
This article belongs to the Special Issue on Fruit and Vegetables
Exlog Weighted Sum Model for Long Term Forecasting (Articles)

Luvsandash Ouyntsetseg, Natsagdorj Tungalag, Rentsen Enkhbat

iBusiness Vol.14 No.2, April 28, 2022

DOI: 10.4236/ib.2022.142003 322 Downloads 1,405 Views Citations
Model Transformation Using a Simplified Metamodel (Articles)

Hongming Liu, Xiaoping Jia

Journal of Software Engineering and Applications Vol.3 No.7, July 23, 2010

DOI: 10.4236/jsea.2010.37075 7,067 Downloads 11,763 Views Citations
A Monte Carlo-Based Approach for Groundwater Chemistry Inverse Modeling (Articles)

Walt W. McNab Jr.

Open Journal of Modern Hydrology Vol.4 No.4, September 18, 2014

DOI: 10.4236/ojmh.2014.44011 3,847 Downloads 5,414 Views Citations
Identification of Failure Years by Modification of Yield Model in Isapur Reservoir, India (Articles)

Kalpeshkumar M. Sharma, Deepak V. Pattewar, P. D. Dahe

Journal of Water Resource and Protection Vol.6 No.16, November 28, 2014

DOI: 10.4236/jwarp.2014.616138 3,402 Downloads 4,371 Views Citations
This article belongs to the Special Issue on Water Policy Research
Quest for Potentials in the Quintessence Scenario (Articles)

Tetsuya Hara

Journal of Applied Mathematics and Physics Vol.4 No.2, February 17, 2016

DOI: 10.4236/jamp.2016.42027 4,285 Downloads 5,385 Views Citations
The Human Resource Practice Research Based on the Radical Innovative Capability (Articles)

Jing Bai, Weihao Wang

Journal of Human Resource and Sustainability Studies Vol.5 No.1, February 27, 2017

DOI: 10.4236/jhrss.2017.51004 1,958 Downloads 3,824 Views Citations

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