John MorrowinTowards Data SciencePhysics-Informed Neural Network with Forcing FunctionSolving differential equations directly with neural networks (with code)7 min read·May 27, 2024--1--1
John MorrowGenetic Algorithm for Industrial Process OptimizationDetermining optimal control settings for a multi-stage industrial process (with code)5 min read·Jul 10, 2023--1--1
John MorrowFunction Inverting Neural NetworkInverting a function using a neural network (with code)6 min read·Jun 2, 2023----
John MorrowinTowards Data ScienceIntegrating Neural Net: Deriving the Normal Distribution CDFIntegrating a function using a neural network (with code)6 min read·May 3, 2023----
John MorrowinTowards Data ScienceInverse Physics-Informed Neural NetSolving inverse differential equation problems11 min read·Mar 27, 2023--2--2
John MorrowCan Reinforcement Learning Generalize Beyond Its Training? Part 2Training With a Digital Twin3 min read·Feb 14, 2023----
John MorrowinTowards Data ScienceCan Reinforcement Learning Generalize Beyond Its Training?A Case Study in Model Generalization6 min read·Jan 24, 2023--3--3
John MorrowinTowards Data ScienceAI for Industrial Process ControlTuning a process oven using Reinforcement Learning4 min read·Aug 16, 2019--2--2