Author: Shuai Guo
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Essential Review Papers on Physics-Informed Neural Networks: A Curated Guide for Practitioners
Machine LearningSkip the noise and focus on what really matters in PINN development
14 min read -
Leveraging the power of LLMs to guide hyperparameter searches
29 min read -
Training Soft Skills in Data Science with Real-Life Simulations: A Role-Playing Dual-Chatbot…
Data ScienceA complete LLM project walk-through with code implementation
28 min read -
A project walk-through for the concept, implementation, and demonstration
35 min read -
Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression
Machine LearningA case study with step-by-step code implementation
31 min read -
Welcome to the 7th blog post of this series, where we continue our exciting journey…
9 min read -
Solving Inverse Problems With Physics-Informed DeepONet: A Practical Guide With Code Implementation
Machine LearningTwo case studies with parameter estimation and input function calibration
27 min read -
A deep dive into the DeepONets, physics-informed neural networks, and physics-informed DeepONets
30 min read -
Welcome to the 6th blog of this series, where we continue our exciting journey of…
10 min read -
Welcome to the 5th blog of this series, where we continue our exciting journey of…
9 min read