Physics-Informed Neural Network PINN - Articles - Scientific Research Publishing

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 54 Downloads 485 Views Citations
A Novel Method for Solving Nonlinear Schrödinger Equation with a Potential by Deep Learning (Articles)

Chaojun Zhang, Yuexing Bai

Journal of Applied Mathematics and Physics Vol.10 No.10, October 27, 2022

DOI: 10.4236/jamp.2022.1010211 756 Downloads 2,320 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 232 Downloads 1,795 Views Citations
Hybrid Mechanistic-Machine Learning Models of Neurotransmitter Dynamics: Integrating Biological Knowledge with Deep Learning for Drug Response Prediction and Disease Mechanism Discovery (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 27, 2026

DOI: 10.4236/oalib.1115351 5 Downloads 37 Views Citations
Intelligent Systems for Sun-Earth-Anthropogenic Climate Research: A Program for Causal, Hybrid, and Decision-Relevant Modeling (Articles)

Marilia Hagen

Journal of Geoscience and Environment Protection Vol.13 No.12, December 12, 2025

DOI: 10.4236/gep.2025.1312018 44 Downloads 277 Views Citations
Machine Learning in High-Energy Physics: Illustrative Applications in Theory and Experiment (Articles)

Maggie Li, Neil Pandya

Journal of Applied Mathematics and Physics Vol.13 No.11, November 28, 2025

DOI: 10.4236/jamp.2025.1311228 83 Downloads 886 Views Citations
Predicting Ship Propeller Speed with Multi-Source Data Fusion and Physics-Informed LightGBM: A Novel Correction Framework (Articles)

Min Chen, Yingchao Gou, Feiyang Ren

Journal of Data Analysis and Information Processing Vol.13 No.4, September 24, 2025

DOI: 10.4236/jdaip.2025.134025 75 Downloads 399 Views Citations
The Neural Network That Can Find the Maximum Income of Refinery (Articles)

Bahman Mashood, Greg Milbank

Open Journal of Optimization Vol.3 No.2, June 24, 2014

DOI: 10.4236/ojop.2014.32002 3,561 Downloads 5,491 Views Citations
A MLP Based FDTD Method (Articles)

Shuangyang Li, Shengjian Lai, Jinhao Liu, Shaobo Wu, Lang Chen

Journal of Computer and Communications Vol.8 No.12, December 31, 2020

DOI: 10.4236/jcc.2020.812022 562 Downloads 2,016 Views Citations
Statistical Approach to Basketball Players’ Skill Level (Articles)

Jiajun Wu

Journal of Applied Mathematics and Physics Vol.12 No.4, April 30, 2024

DOI: 10.4236/jamp.2024.124083 217 Downloads 1,341 Views Citations
The Research on the Methods of Diagnosing the Steam Turbine Based on the Elman Neural Network (Articles)

Junru Gao, Yuqing Wang

Journal of Software Engineering and Applications Vol.6 No.3B, April 11, 2013

DOI: 10.4236/jsea.2013.63B019 3,848 Downloads 6,171 Views Citations
Review of Research on Text Sentiment Analysis Based on Deep Learning (Articles)

Wenling Li, Bo Jin, Yu Quan

Open Access Library Journal Vol.7 No.3, March 9, 2020

DOI: 10.4236/oalib.1106174 1,604 Downloads 4,781 Views Citations
Advances on Tumor Image Segmentation Based on Artificial Neural Network (Articles)

Shaohua Wang, Jianli Jiang, Xiaobing Lu

Journal of Biosciences and Medicines Vol.8 No.7, July 22, 2020

DOI: 10.4236/jbm.2020.87006 821 Downloads 1,937 Views Citations
Diabetic Retinopathy Classification Based on Bilinear Cross Attention Network (Articles)

Zhiyuan Ren, Chen Xing

Journal of Computer and Communications Vol.11 No.5, May 25, 2023

DOI: 10.4236/jcc.2023.115002 200 Downloads 962 Views Citations
Application of Neural Network to Game Algorithm (Articles)

Ying Tian, Sangkee Min, Qinge Wu

Journal of Computer and Communications Vol.6 No.2, February 2, 2018

DOI: 10.4236/jcc.2018.62001 1,298 Downloads 3,046 Views Citations
Improving Resilience Models of Health Systems before COVID-19 Pandemic in Côte d’Ivoire (Articles)

Gérard B. N’Guessan, Ida Brou Assie, Jean S. Inkpé Haudie

Journal of Computer and Communications Vol.11 No.2, February 16, 2023

DOI: 10.4236/jcc.2023.112001 150 Downloads 906 Views Citations
Playing Tic-Tac-Toe Using Genetic Neural Network with Double Transfer Functions (Articles)

Sai Ho Ling, Hak Keung Lam

Journal of Intelligent Learning Systems and Applications Vol.3 No.1, February 24, 2011

DOI: 10.4236/jilsa.2011.31005 9,388 Downloads 18,505 Views Citations
A Study on Autotuning Controller for Servo System (Articles)

Nguyen Hoang Giap, Jin-Ho Shin, Won-Ho Kim

Intelligent Control and Automation Vol.5 No.3, August 1, 2014

DOI: 10.4236/ica.2014.53012 3,933 Downloads 5,385 Views Citations
The Prediction of Propagation Loss of FM Radio Station Using Artificial Neural Network (Articles)

Ali Riza Ozdemir, Mustafa Alkan, Mehmet Kabak, Mehmet Gulsen, Murat Hüsnü Sazli

Journal of Electromagnetic Analysis and Applications Vol.6 No.11, September 29, 2014

DOI: 10.4236/jemaa.2014.611036 4,413 Downloads 6,167 Views Citations
Subgraph Matching Using Graph Neural Network (Articles)

GnanaJothi Raja Baskararaja, MeenaRani Sundaramoorthy Manickavasagam

Journal of Intelligent Learning Systems and Applications Vol.4 No.4, November 28, 2012

DOI: 10.4236/jilsa.2012.44028 4,897 Downloads 8,838 Views Citations

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