Physics-Informed LightGBM - Articles - Scientific Research Publishing

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 101 Downloads 480 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 924 Downloads 2,539 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 260 Downloads 1,444 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 65 Downloads 593 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 58 Downloads 320 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 31 Downloads 118 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 98 Downloads 995 Views Citations
Classified Early Warning and Forecast of Severe Convective Weather Based on LightGBM Algorithm (Articles)

Xinwei Liu, Haixia Duan, Wubin Huang, Runxia Guo, Bolong Duan

Atmospheric and Climate Sciences Vol.11 No.2, April 14, 2021

DOI: 10.4236/acs.2021.112017 981 Downloads 2,644 Views Citations
Classification of B and Y Ions in Peptide MS/MS Spectra Based on Machine Learning (Articles)

Xinming Li

Journal of Computer and Communications Vol.11 No.3, March 31, 2023

DOI: 10.4236/jcc.2023.113008 608 Downloads 6,832 Views Citations

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