Physics-Informed Explainable ML for Early Cavitation Risk Prediction in Marine Centrifugal Pumps
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Updated
Feb 10, 2026 - Python
Physics-Informed Explainable ML for Early Cavitation Risk Prediction in Marine Centrifugal Pumps
A personal project to convert a Point Class Cutter into a luxury Superyacht, https://en.wikipedia.org/wiki/Point-class_cutter
Offline AI diagnostic assistant for marine/industrial equipment — Upload PDF manuals, ask questions, get engineering-grade answers with citations. Vision-powered diagram understanding. 100% local: Ollama LLM + ChromaDB + Streamlit.
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Marine Engineer | Automation & Embedded Systems | GitHub profile
Power Preduction Program (PPP) is for predicting the resistance of displacement hull forms using Holtrop and Mennen.
Conceptual ship resistance & power prediction tool - open-source web app
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Propeller Optimization Program (POP) for matching B-Series Propellers for boats and ships
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基于物理引力模型的优化算法,专门用于解决无梯度、不连续、多峰值的优化问题
Educational Python simulation game where naval architecture students learn longitudinal ship strength by distributing cargo and ballast. Calculates shear forces, bending moments, and bending stresses with an Euler-Bernoulli beam engine. Includes traffic-light alerts, multiple sea states, and historical maritime accident case studies.
基于物理引力模型的优化算法,专门用于解决无梯度、不连续、多峰值的优化问题
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Simulation of deep-sea pipeline pinhole leak detection and autonomous self-healing using physics-based modeling, sensor monitoring, and intelligent repair strategies.
oe-motion-prediction:Short-term ro-ro vessel motion prediction from AIS observables: frozen ridge inference and GRU gradient checks.
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