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RESEARCH PAPER · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC) · 2023

Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications

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6 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
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Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing ApplicationsOriginalReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers9HPAC-ML: A Programming Model for Embedding ML Surrogates in Scientific Applications2ROSE: RADICAL Orchestrator for Surrogate Exploration2mLR: Scalable Laminography Reconstruction based on Memoization2Lumos: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation0Towards Building Reliable Machine Learning Surrogates for Scientific Applications0

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  1. ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers

    2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2023-10-30

    Linghao Song, Fan Chen, Hai Helen Li, Yiran Chen

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  2. HPAC-ML: A Programming Model for Embedding ML Surrogates in Scientific Applications

    2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2024-11-17

    Zane Fink, Konstantinos Parasyris, Praneet Rathi, Giorgis Georgakoudis, Harshitha Menon, Peer‐Timo Bremer

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  3. ROSE: RADICAL Orchestrator for Surrogate Exploration

    Unknown journal · 2025-11-07

    Aymen Al-Saadi, Tianle Wang, Andrew Park, Pradeep Bajracharya, Linwei Wang, Fanbo Sun, Sudip K. Seal, Vikram Jadhao, Geoffrey Fox, Shantenu Jha

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  4. mLR: Scalable Laminography Reconstruction based on Memoization

    2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 2025-11-12

    Bin Ma, Viktor Nikitin, Xi Wang, Tekin Biçer, Dong Li

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  5. Lumos: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation

    Proceedings - IEEE International Parallel and Distributed Processing Symposium · 2026-05-25

    Shouwei Gao, Xu Zheng, Dongsheng Luo, Sheng Di, Wenqian Dong

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  6. Towards Building Reliable Machine Learning Surrogates for Scientific Applications

    IEEE Cloud Summit · 2026-06-01

    Bohan Zhang, Wenqian Dong, Guanpeng Li

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