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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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
Read original paper ↗ ·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
Read original paper ↗ ·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
Read original paper ↗ ·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
Read original paper ↗ ·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
Read original paper ↗ ·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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