Physics-Informed Neural Networks - Articles - Scientific Research Publishing

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 758 Downloads 2,323 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 38 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 889 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 54 Downloads 488 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 280 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 402 Views Citations
Prediction of Electrical Output Power of Combined Cycle Power Plant Using Regression ANN Model (Articles)

Elkhawad Ali Elfaki, Ahmed Hassan Ahmed

Journal of Power and Energy Engineering Vol.6 No.12, December 18, 2018

DOI: 10.4236/jpee.2018.612002 1,992 Downloads 5,415 Views Citations
Evidence of the Great Attractor and Great Repeller from Artificial Neural Network Imputation of Sloan Digital Sky Survey (Articles)

Christopher Cillian O’Neill

Journal of High Energy Physics, Gravitation and Cosmology Vol.10 No.3, July 31, 2024

DOI: 10.4236/jhepgc.2024.103071 228 Downloads 1,107 Views Citations
Road and Tunnel Extraction from SPOT Satellite Images Using Neural Networks (Articles)

Nima Ghasemloo, Mohammad Reza Mobasheri, Ahmad Madanchi Zare, Mehran Memar Eftekhari

Journal of Geographic Information System Vol.5 No.1, February 21, 2013

DOI: 10.4236/jgis.2013.51007 5,283 Downloads 9,148 Views Citations
Least Action Trajectory in Neural Networks (Articles)

Ellison C. Castro, Bhazel Anne R. Pelicano

Open Journal of Applied Sciences Vol.3 No.3B, October 10, 2013

DOI: 10.4236/ojapps.2013.33B002 3,574 Downloads 5,715 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 1,342 Views Citations
Complex Valued Recurrent Neural Network: From Architecture to Training (Articles)

Alexey Minin, Alois Knoll, Hans-Georg Zimmermann

Journal of Signal and Information Processing Vol.3 No.2, May 30, 2012

DOI: 10.4236/jsip.2012.32026 7,402 Downloads 11,265 Views Citations
Vision Transformers (VIT’s) for Early Identification of Alzheimer’s Disease (Articles)

Aayush Rajesh Jadhav

Open Journal of Applied Sciences Vol.15 No.6, June 27, 2025

DOI: 10.4236/ojapps.2025.156119 125 Downloads 888 Views Citations
Human dental pulp stem cells differentiate into neural precursors but not into mature functional neurons (Articles)

Riikka Aanismaa, Jenna Hautala, Annukka Vuorinen, Susanna Miettinen, Susanna Narkilahti

Stem Cell Discovery Vol.2 No.3, July 25, 2012

DOI: 10.4236/scd.2012.23013 5,637 Downloads 12,545 Views Citations
Hybrid Neural Network Architecture for On-Line Learning (Articles)

Yuhua Chen, Subhash Kak, Lei Wang

Intelligent Information Management Vol.2 No.4, May 7, 2010

DOI: 10.4236/iim.2010.23030 4,966 Downloads 8,992 Views Citations
Molecular network using molecular circuit for drug delivery use (Articles)

Narongchai Moongfangklang, Somsak Mitatha, Surasak Pipatsart, Preecha P. Yupapin

Journal of Biomedical Science and Engineering Vol.5 No.7, July 3, 2012

DOI: 10.4236/jbise.2012.57046 3,518 Downloads 6,419 Views Citations
Artificial Intelligence for Speech Recognition Based on Neural Networks (Articles)

Takialddin Al Smadi, Huthaifa A. Al Issa, Esam Trad, Khalid A. Al Smadi

Journal of Signal and Information Processing Vol.6 No.2, March 31, 2015

DOI: 10.4236/jsip.2015.62006 11,155 Downloads 21,733 Views Citations
Recurrent Polynomial Neural Networks for Enhancing Performance of GPS in Electric Systems (Articles)

Mohammad Reza MOSAVI

Wireless Sensor Network Vol.1 No.2, July 13, 2009

DOI: 10.4236/wsn.2009.12015 7,615 Downloads 13,003 Views Citations
Wavelet chaotic neural networks and their application to continuous function optimization (Articles)

Jia-Hai Zhang, Yao-Qun Xu

Natural Science Vol.1 No.3, December 15, 2009

DOI: 10.4236/ns.2009.13027 5,552 Downloads 10,168 Views Citations
Growth rate data fitting of Yarrowia lipolytica NCIM 3589 using logistic equation and artificial neural networks (Articles)

Sarat Babu Imandi, Sita Kumari Karanam, Surekha Darsipudi, Hanumantha Rao Garapati

Advances in Bioscience and Biotechnology Vol.1 No.1, April 22, 2010

DOI: 10.4236/abb.2010.11007 5,034 Downloads 10,692 Views Citations

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