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Teaser for Improvements on Richardson-Extrapolation for Partial Differential Equations

Improvements on Richardson-Extrapolation for Partial Differential Equations

📅 January 2023 📌 Undergraduate Research Project

TL;DR: We improved exsting numerical solver using Richardson Extrapolation for Wave equations such as Helmholtz equation and partial differential equations.

Topics: Numerical Analysis
Teaser for Parameter-Dependent conditional Generative Adversarial Network (PDcGAN) Model for Multi-Phase Flow Prediction

Parameter-Dependent conditional Generative Adversarial Network (PDcGAN) Model for Multi-Phase Flow Prediction

📅 January 2022 📌 Undergraduate Research Project

TL;DR: We propose a parameter-dependent conditional generative adversarial network for predicting multi-phase flows. By conditioning the model on specific fuel parameters and input images, we accurately synthesize the resulting fuel morphology.

Topics: Applied ML