Search Results for author: Phan Nguyen

Found 4 papers, 3 papers with code

Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics

2 code implementations1 Apr 2023 Brian R. Bartoldson, Yeping Hu, Amar Saini, Jose Cadena, Yucheng Fu, Jie Bao, Zhijie Xu, Brenda Ng, Phan Nguyen

With this, we were able to train MGN on meshes with \textit{millions} of nodes to generate computational fluid dynamics (CFD) simulations.

Numerical Integration

Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering

no code implementations4 Oct 2022 Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng

However, data curation for document QA is uniquely challenging because the context (i. e. answer evidence passage) needs to be retrieved from potentially long, ill-formatted documents.

Question Answering Retrieval

Latent Channel Networks

2 code implementations10 Jun 2019 Clifford Anderson-Bergman, Phan Nguyen, Jose Cadena Pico

Latent Euclidean embedding models a given network by representing each node in a Euclidean space, where the probability of two nodes sharing an edge is a function of the distances between the nodes.

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