Tri Nguyen

College of Engineering

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Works (3)

Updated: April 5th, 2024 15:18

2023 article

Data-Driven RANS Turbulence Closures for Forced Convection Flow in Reactor Downcomer Geometry

Iskhakov, A. S., Tai, C.-K., Bolotnov, I. A., Nguyen, T., Merzari, E., Shaver, D. R., & Dinh, N. T. (2023, March 16). NUCLEAR TECHNOLOGY, Vol. 3.

By: A. Iskhakovⁿ , C. Taiⁿ, I. Bolotnovⁿ , T. Nguyen^*, E. Merzari ^*, D. Shaver ^*, N. Dinhⁿ

Contributors: A. Iskhakovⁿ , C. Taiⁿ, I. Bolotnovⁿ , T. Nguyen^*, E. Merzari ^*, D. Shaver ^*, N. Dinhⁿ

author keywords: Machine learning; turbulence modeling; forced convection; low- and high-Prandtl fluids; data-driven modeling

10.1080/00295450.2023.2185056

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Sources: Web Of Science, ORCID

Added: March 16, 2023

2022 article

A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers

2022 IEEE 29TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS, HIPC, pp. 215–225.

By: T. Nguyenⁿ & M. Becchiⁿ

author keywords: Finite state transducers; Pushdown transducers; Data transformation; GPU acceleration

TL;DR: This work defines an extended pushdown transducer abstraction (effPDT) that allows expressing a wide range of data transformations in a memory-efficient fashion, and is thus amenable for GPU deployment, and extends it to also support finite state transducers (FSTs). (via Semantic Scholar)

10.1109/HiPC56025.2022.00038

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Source: Web Of Science

Added: June 12, 2023

2021 article

PILOT: a Runtime System to Manage Multi-tenant GPU Unified Memory Footprint

2021 IEEE 28TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2021), pp. 442–447.

By: J. Raviⁿ, T. Nguyenⁿ, H. Zhouⁿ & M. Becchiⁿ

TL;DR: A proposed three methods to transparently mitigate memory interference through kernel preemption and scheduling policies are proposed, which would enable new OS-managed scheduling policies to be implemented for GPU kernels to dynamically handle resource contention and offer consistent performance. (via Semantic Scholar)

10.1109/HiPC53243.2021.00063

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Sources: Web Of Science, ORCID

Added: May 2, 2022

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