John MorrowinTowards Data SciencePhysics-Informed Neural Network with Forcing FunctionSolving differential equations directly with neural networks (with code)May 272May 272
John MorrowGenetic Algorithm for Industrial Process OptimizationDetermining optimal control settings for a multi-stage industrial process (with code)Jul 10, 20231Jul 10, 20231
John MorrowFunction Inverting Neural NetworkInverting a function using a neural network (with code)Jun 2, 2023Jun 2, 2023
John MorrowinTowards Data ScienceIntegrating Neural Net: Deriving the Normal Distribution CDFIntegrating a function using a neural network (with code)May 3, 2023May 3, 2023
John MorrowinTowards Data ScienceInverse Physics-Informed Neural NetSolving inverse differential equation problemsMar 27, 20233Mar 27, 20233
John MorrowCan Reinforcement Learning Generalize Beyond Its Training? Part 2Training With a Digital TwinFeb 14, 2023Feb 14, 2023
John MorrowinTowards Data ScienceCan Reinforcement Learning Generalize Beyond Its Training?A Case Study in Model GeneralizationJan 24, 20233Jan 24, 20233
John MorrowinTowards Data ScienceAI for Industrial Process ControlTuning a process oven using Reinforcement LearningAug 16, 20192Aug 16, 20192