by Zoe Myatt | Oct 17, 2023
We wish to develop a generative AI-based feedback and coaching chatbot that can transform the training of hundreds of computational scientists- and engineers-in-training at the University of Michigan and thousands worldwide. The envisioned system will provide...
by Zoe Myatt | Oct 17, 2023
Our primary objective is to evaluate the propagation of uncertainty from early outbreak dynamics to its impact on disease control policy. We will develop simulation models of COVID-19 transmission to test multiple forms of early outbreak uncertainty coupled to game...
by Zoe Myatt | Oct 17, 2023
This project is to develop a program synthesis tool for applications in Scientific Computing. Specifically, we will use program synthesis methods to take mathematical algorithm descriptions as input and produce functionally correct and performant code. We will develop...
by Zoe Myatt | Oct 17, 2023
Recently, diffusion models have emerged as a powerful new family of deep generative models with record- breaking performance in many applications. However, due to the intensive requirements of data and computational resources, diffusion models suffer from limitations...
by Zoe Myatt | Oct 17, 2023
Large language models (LLMs) and generative AI (GenAI), are taking the world by storm. These large deep neural network (DNN) models are predominantly trained in large GPU clusters on ever-growing datasets using a combination of parallelism techniques, including data...
by Zoe Myatt | Oct 17, 2023
The discovery and optimization of materials is a key bottleneck in developing and deploying better energy storage and conversion technologies. Finding or designing novel materials that meet the full array of physicochemical requirements for use in battery electrolytes...
by Zoe Myatt | Oct 17, 2023
The proposed project aims to develop a high-fidelity and computationally efficient approach to predict the dynamic response of floating offshore wind turbines (FOWTs) under complex wind loads, stochastic waves, currents, and extreme weather events. This is essential...
