Search Results for author: Sam Nguyen

Found 3 papers, 2 papers with code

Latent Space Simulation for Carbon Capture Design Optimization

1 code implementation22 Dec 2021 Brian Bartoldson, Rui Wang, Yucheng Fu, David Widemann, Sam Nguyen, Jie Bao, Zhijie Xu, Brenda Ng

This raises the possibility of a fast, accurate replacement for a CFD simulator and therefore efficient approximation of the IAs required by CCS design optimization.

Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC

no code implementations15 Jan 2021 Alex John Quijano, Sam Nguyen, Juanita Ordonez

The results show that the ALBERT (pretrained using the SQuAD1 dataset) has an F1 score of 76. 4 and an accuracy score of 68. 52 after fine-tuning on the SelfRC dataset.

Benchmarking Language Modelling +1

Attend and Decode: 4D fMRI Task State Decoding Using Attention Models

1 code implementation10 Apr 2020 Sam Nguyen, Brenda Ng, Alan D. Kaplan, Priyadip Ray

We also investigate the transferability of BAnD's extracted features on unseen HCP tasks, either by freezing the spatial feature extraction layers and retraining the temporal model, or finetuning the entire model.

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