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Chanwook Park
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2020 – today
- 2024
- [c4]Minseok Seo
, Xuan Truong Nguyen
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) 2024: 545-560 - [c3]Chanwook Park, Moonsik Nam, Hyeong Il Moon, Youngjae Kim:
A Practical Evaluation of Multi-Agent Pathfinding in Automated Warehouse. UR 2024: 1-6 - [i5]Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder
Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration. CoRR abs/2404.10296 (2024) - [i4]Lei Zhang, Chanwook Park, T. J. R. Hughes, Wing Kam Liu:
Multi-Patch Isogeometric Convolution Hierarchical Deep-learning Neural Network. CoRR abs/2406.03307 (2024) - [i3]Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu:
Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems. CoRR abs/2409.00329 (2024) - 2023
- [j3]Tianju Xue
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. Comput. Phys. Commun. 291: 108802 (2023) - [j2]Dae-Han Kwon
A 1ynm 1.25V 8Gb 16Gb/s/Pin GDDR6-Based Accelerator-in-Memory Supporting 1TFLOPS MAC Operation and Various Activation Functions for Deep Learning Application. IEEE J. Solid State Circuits 58(1): 291-302 (2023) - [c2]Yongkee Kwon, Guhyun Kim, Nahsung Kim, Woojae Shin, Jongsoon Won, Hyunha Joo, Haerang Choi, Byeongju An, Gyeongcheol Shin, Dayeon Yun, Jeongbin Kim, Changhyun Kim, Ilkon Kim, Jaehan Park, Chanwook Park, Yosub Song, Byeongsu Yang, Hyeongdeok Lee, Seungyeong Park, Wonjun Lee, Seongju Lee, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, John Kim, Euicheol Lim, Junhyun Chun:
Memory-Centric Computing with SK Hynix's Domain-Specific Memory. HCS 2023: 1-26 - 2022
- [j1]Mahsa Tajdari, Farzam Tajdari, Pouyan Shirzadian, Aishwarya Pawar, Mirwais Wardak, Sourav Saha, Chanwook Park, Toon Huysmans
Next-generation prognosis framework for pediatric spinal deformities using bio-informed deep learning networks. Eng. Comput. 38(5): 4061-4084 (2022) - [c1]Yongkee Kwon, Kornijcuk Vladimir, Nahsung Kim, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jeongbin Kim
System Architecture and Software Stack for GDDR6-AiM. HCS 2022: 1-25 - [i2]Sourav Saha, Chanwook Park, Stefan Knapik, Jiachen Guo, Owen Huang, Wing Kam Liu:
Deep Learning Discrete Calculus (DLDC): A Family of Discrete Numerical Methods by Universal Approximation for STEM Education to Frontier Research. CoRR abs/2211.16610 (2022) - [i1]Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao:
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. CoRR abs/2212.00964 (2022)
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