> ## Documentation Index
> Fetch the complete documentation index at: https://sdk.cerebras.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Publications

> Papers, posters and preprints from research groups that program the Wafer-Scale Engine with the Cerebras SDK.

Researchers at universities, national laboratories and companies use the Cerebras SDK to write
CSL programs for the Wafer-Scale Engine. This page lists the work we know of, newest first.
Each entry links to the published record and includes BibTeX for citing it.

> [!TIP]
>
> Using the SDK in your research? Tell us about your paper on the
> [Developer Community](https://discourse.cerebras.net) and we will add it here.

## 2026

**[An MLIR Lowering Pipeline for Stencils at Wafer-Scale](https://doi.org/10.1145/3779212.3790124)** \

Nicolai Stawinoga, David Katz, Anton Lydike, Justs Zarins, Nick Brown, George Bisbas, Tobias Grosser \

*ASPLOS '26, pp. 94–109* · [arXiv](https://arxiv.org/abs/2601.17754) \

Conference paper · Compilers, languages and tools · WSE-2, WSE-3 · TU Berlin, University of Edinburgh (EPCC), Imperial College London, University of Cambridge

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{stawinoga2026mlir,
>   title         = {An {MLIR} Lowering Pipeline for Stencils at Wafer-Scale},
>   author        = {Stawinoga, Nicolai and Katz, David and Lydike, Anton and Zarins, Justs and Brown, Nick and Bisbas, George and Grosser, Tobias},
>   booktitle     = {Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2},
>   series        = {ASPLOS '26},
>   pages         = {94--109},
>   year          = {2026},
>   publisher     = {ACM},
>   doi           = {10.1145/3779212.3790124},
>   archivePrefix = {arXiv},
>   eprint        = {2601.17754},
>   primaryClass  = {cs.DC},
> }
> ```

**[Designing Domain-Specific Compilers for Lossy Compression: A Case Study on Wafer-Scale Engine](https://doi.org/10.1109/IPDPS65963.2026.00092)** \

Shihui Song, Robert Underwood, Sheng Di, Peng Jiang, Franck Cappello \

*IPDPS 2026, pp. 1091–1104* \

Conference paper · Compilers, languages and tools

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{song2026designing,
>   title     = {Designing Domain-Specific Compilers for Lossy Compression: A Case Study on Wafer-Scale Engine},
>   author    = {Song, Shihui and Underwood, Robert and Di, Sheng and Jiang, Peng and Cappello, Franck},
>   booktitle = {2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
>   pages     = {1091--1104},
>   year      = {2026},
>   publisher = {IEEE},
>   doi       = {10.1109/IPDPS65963.2026.00092},
> }
> ```

**[GLOW: Accelerating Geometric Multigrid Layers on Cerebras Wafer-Scale Engine](https://sc26.conference-program.com/presentation/?id=pap694\&sess=sess200)** \

Sameeran Joshi, Oscar Antepara, Samuel Williams, Hans Johansen, Mary Hall \

*SC26* \

Conference paper · Stencils and PDEs · WSE-3 · University of Utah, LBNL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{joshi2026glow,
>   title     = {{GLOW}: Accelerating Geometric Multigrid Layers on {Cerebras} Wafer-Scale Engine},
>   author    = {Joshi, Sameeran and Antepara, Oscar and Williams, Samuel and Johansen, Hans and Hall, Mary},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=pap694&sess=sess200},
> }
> ```

**[LLM Agents Meet Lossy Compression: Benchmark, Demystify, and Optimize Across HPC Architectures](https://sc26.conference-program.com/presentation/?id=pap282\&sess=sess224)** \

Changqing Li, Sheng Di, Kai Zhao, Wenqian Dong \

*SC26* \

Conference paper · Compilers, languages and tools · Oregon State University, ANL, University of Florida

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{li2026llm,
>   title     = {{LLM} Agents Meet Lossy Compression: Benchmark, Demystify, and Optimize Across {HPC} Architectures},
>   author    = {Li, Changqing and Di, Sheng and Zhao, Kai and Dong, Wenqian},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=pap282&sess=sess224},
> }
> ```

**[MeshRT: Compile-Time Governed Wafer-Scale Runtime for Low-Latency High-Throughput Inference](https://doi.org/10.1145/3830418.3843856)** \

Congjie He, Le Xu, Zhan Lu, Yeqi Huang, Haocheng Xiao, Cheng Deng, Lingxiao Ma, Ziming Miao, Fan Yang, Luo Mai \

*SOSP '26, pp. 1122–1138* · [arXiv](https://arxiv.org/abs/2611.08508) \

Conference paper · AI and LLM inference · CS-3 · University of Edinburgh, Microsoft Research

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{he2026meshrt,
>   title         = {{MeshRT}: Compile-Time Governed Wafer-Scale Runtime for Low-Latency High-Throughput Inference},
>   author        = {He, Congjie and Xu, Le and Lu, Zhan and Huang, Yeqi and Xiao, Haocheng and Deng, Cheng and Ma, Lingxiao and Miao, Ziming and Yang, Fan and Mai, Luo},
>   booktitle     = {Proceedings of the ACM SIGOPS 32nd Symposium on Operating Systems Principles},
>   series        = {SOSP '26},
>   pages         = {1122--1138},
>   year          = {2026},
>   publisher     = {ACM},
>   doi           = {10.1145/3830418.3843856},
>   archivePrefix = {arXiv},
>   eprint        = {2611.08508},
> }
> ```

**[SpaDA: A Spatial Dataflow Architecture Programming Language](https://sc26.conference-program.com/presentation/?id=pap782\&sess=sess200)** \

Lukas Gianinazzi, Tal Ben-Nun, Torsten Hoefler \

*SC26* · [arXiv](https://arxiv.org/abs/2511.09447) \

Conference paper · Compilers, languages and tools · WSE-2 · ETH Zurich, LLNL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{gianinazzi2026spada,
>   title         = {{SpaDA}: A Spatial Dataflow Architecture Programming Language},
>   author        = {Gianinazzi, Lukas and Ben-Nun, Tal and Hoefler, Torsten},
>   booktitle     = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   year          = {2026},
>   url           = {https://sc26.conference-program.com/presentation/?id=pap782&sess=sess200},
>   archivePrefix = {arXiv},
>   eprint        = {2511.09447},
>   primaryClass  = {cs.DC},
> }
> ```

**[Wavel: A Fast and Efficient Compilation System for Wafer-Scale Accelerators](https://doi.org/10.1145/3830418.3843884)** \

Yeqi Huang, Congjie He, Haocheng Xiao, Yanwei Ye, Yi-Chieh Wang, Boyao Song, Yangshen Deng, Ziming Miao, Lingxiao Ma, Fan Yang, Luo Mai \

*SOSP '26, pp. 1107–1121* \

Conference paper · Compilers, languages and tools · WSE-3 · University of Edinburgh, Microsoft Research

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{huang2026wavel,
>   title     = {Wavel: A Fast and Efficient Compilation System for Wafer-Scale Accelerators},
>   author    = {Huang, Yeqi and He, Congjie and Xiao, Haocheng and Ye, Yanwei and Wang, Yi-Chieh and Song, Boyao and Deng, Yangshen and Miao, Ziming and Ma, Lingxiao and Yang, Fan and Mai, Luo},
>   booktitle = {Proceedings of the ACM SIGOPS 32nd Symposium on Operating Systems Principles},
>   series    = {SOSP '26},
>   pages     = {1107--1121},
>   year      = {2026},
>   publisher = {ACM},
>   doi       = {10.1145/3830418.3843884},
> }
> ```

**[Characterizing Effective Compute, Memory, and Communication Performance on Cerebras WSE-2](https://doi.org/10.2197/ipsjjip.34.1072)** \

Takaaki Miyajima, Leon Fukuoka \

*Journal of Information Processing, vol. 34, pp. 1072–1083* \

Journal article · Communication and collectives · CS-2 · Meiji University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @article{miyajima2026characterizing,
>   title     = {Characterizing Effective Compute, Memory, and Communication Performance on {Cerebras} {WSE-2}},
>   author    = {Miyajima, Takaaki and Fukuoka, Leon},
>   journal   = {Journal of Information Processing},
>   volume    = {34},
>   pages     = {1072--1083},
>   year      = {2026},
>   publisher = {Information Processing Society of Japan},
>   doi       = {10.2197/ipsjjip.34.1072},
> }
> ```

**[Single-precision Matrix Multiplication Performance on Cerebras CS-2: Evaluation and Modelling of Performance, Scalability and Energy Efficiency](https://doi.org/10.2197/ipsjjip.34.132)** \

Takaaki Miyajima, Ryunosuke Matsuzaki, Daichi Mukunoki \

*Journal of Information Processing, vol. 34, pp. 132–139* \

Journal article · Linear algebra and sparse methods · CS-2 · Meiji University, Nagoya University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @article{miyajima2026single,
>   title     = {Single-precision Matrix Multiplication Performance on {Cerebras} {CS-2}: Evaluation and Modelling of Performance, Scalability and Energy Efficiency},
>   author    = {Miyajima, Takaaki and Matsuzaki, Ryunosuke and Mukunoki, Daichi},
>   journal   = {Journal of Information Processing},
>   volume    = {34},
>   pages     = {132--139},
>   year      = {2026},
>   publisher = {Information Processing Society of Japan},
>   doi       = {10.2197/ipsjjip.34.132},
> }
> ```

**[Evaluating LLM Coding Agents on SZ-Family Lossy Compression Across Architectures](https://doi.org/10.1109/IPDPSW71298.2026.00111)** \

Changqing Li, Shouwei Gao, Kai Zhao, Sheng Di, Wenqian Dong \

*IPDPS 2026 Workshops: HPAI4S, pp. 672–676* · [arXiv](https://arxiv.org/abs/2606.17058) \

Workshop paper · Compilers, languages and tools · CS-3 · Oregon State University, Florida State University, ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{li2026evaluating,
>   title         = {Evaluating {LLM} Coding Agents on {SZ}-Family Lossy Compression Across Architectures},
>   author        = {Li, Changqing and Gao, Shouwei and Zhao, Kai and Di, Sheng and Dong, Wenqian},
>   booktitle     = {2026 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
>   note          = {HPAI4S Workshop},
>   pages         = {672--676},
>   year          = {2026},
>   publisher     = {IEEE},
>   doi           = {10.1109/IPDPSW71298.2026.00111},
>   archivePrefix = {arXiv},
>   eprint        = {2606.17058},
>   primaryClass  = {cs.DC},
> }
> ```

**[Exploring Sparse Matrix Multiplication Operations on Cerebras CS-3 Platforms](https://sc26.conference-program.com/presentation/?id=ws_ia140\&sess=sess115)** \

Milan Shah, Sheng Di, Michela Becchi \

*SC26 Workshops: IA³ 2026* · [arXiv](https://arxiv.org/abs/2604.27985) \

Workshop paper · Linear algebra and sparse methods · CS-3 · North Carolina State University, ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{shah2026exploring,
>   title         = {Exploring Sparse Matrix Multiplication Operations on {Cerebras} {CS-3} Platforms},
>   author        = {Shah, Milan and Di, Sheng and Becchi, Michela},
>   booktitle     = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Workshops)},
>   note          = {IA$^3$ 2026: 16th Workshop on Irregular Applications: Architectures and Algorithms. arXiv version titled "Exploring Sparse Matrix Multiplication Kernels on the Cerebras CS-3"},
>   year          = {2026},
>   url           = {https://sc26.conference-program.com/presentation/?id=ws_ia140&sess=sess115},
>   archivePrefix = {arXiv},
>   eprint        = {2604.27985},
>   primaryClass  = {cs.DC},
> }
> ```

**[Fabrica: Agentic CUDA-to-CSL Translation and Optimization for Wafer-Scale Systems](https://sc26.conference-program.com/presentation/?id=ws_aaihpc109\&sess=sess120)** \

Yuebo Luo, Eliu Huerta, Venkatram Vishwanath, Caiwen Ding, Rajeev Thakur, Le Chen \

*SC26 Workshops: AgenticAI4HPC'26* · [arXiv](https://arxiv.org/abs/2608.25124) \

Workshop paper · Compilers, languages and tools · WSE-3 · University of Minnesota Twin Cities, ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{luo2026fabrica,
>   title         = {Fabrica: Agentic {CUDA}-to-{CSL} Translation and Optimization for Wafer-Scale Systems},
>   author        = {Luo, Yuebo and Huerta, Eliu and Vishwanath, Venkatram and Ding, Caiwen and Thakur, Rajeev and Chen, Le},
>   booktitle     = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Workshops)},
>   note          = {AgenticAI4HPC'26: The First International Workshop on Agentic AI for HPC},
>   year          = {2026},
>   url           = {https://sc26.conference-program.com/presentation/?id=ws_aaihpc109&sess=sess120},
>   archivePrefix = {arXiv},
>   eprint        = {2608.25124},
>   primaryClass  = {cs.CE},
> }
> ```

**[Performance comparison and analysis of macroscopic cross section lookup kernel on Cerebras CS-3 and NVIDIA GPUs](https://sc26.conference-program.com/presentation/?id=ws_pmbsf133\&sess=sess109)** \

Reo Nagashima, Akeru Nakamura, John R. Tramm, Takaaki Miyajima \

*SC26 Workshops: PMBS26* \

Workshop paper · Monte Carlo and particle methods · CS-3 · Meiji University, ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{nagashima2026performance,
>   title     = {Performance comparison and analysis of macroscopic cross section lookup kernel on {Cerebras} {CS-3} and {NVIDIA} {GPUs}},
>   author    = {Nagashima, Reo and Nakamura, Akeru and Tramm, John R. and Miyajima, Takaaki},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Workshops)},
>   note      = {PMBS26: The 17th International Workshop on Performance Modeling, Benchmarking, and Simulation of High Performance Computer Systems},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=ws_pmbsf133&sess=sess109},
> }
> ```

**[Wafer Scale Acceleration of Unstructured Finite Element Methods](https://sc26.conference-program.com/presentation/?id=ws_h2rc108\&sess=sess139)** \

Emma Urquhart \

*SC26 Workshops: H2RC 2026* \

Workshop paper · Stencils and PDEs · University of Cambridge

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{urquhart2026wafer,
>   title     = {Wafer Scale Acceleration of Unstructured Finite Element Methods},
>   author    = {Urquhart, Emma},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Workshops)},
>   note      = {Twelfth International Workshop on Heterogeneous High-Performance Reconfigurable Computing (H2RC 2026)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=ws_h2rc108&sess=sess139},
> }
> ```

**[A Linear-Scaling, Sparse Matrix Electronic Structure Solver on the Cerebras Wafer-Scale Engine](https://sc26.conference-program.com/presentation/?id=rpost127\&sess=sess313)** \

Md Sabbir Hossain Polak, Anthony Gatti, Anders M. N. Niklasson, Benjamin S. Southworth, Joshua Finkelstein \

*SC26 Research Posters* \

Poster · Linear algebra and sparse methods · CS-3 · University of Mississippi, University of Pittsburgh, LANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{polak2026linear,
>   title     = {A Linear-Scaling, Sparse Matrix Electronic Structure Solver on the {Cerebras} Wafer-Scale Engine},
>   author    = {Polak, Md Sabbir Hossain and Gatti, Anthony and Niklasson, Anders M. N. and Southworth, Benjamin S. and Finkelstein, Joshua},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Research Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=rpost127&sess=sess313},
> }
> ```

**[A Naive D3Q27 Lattice Boltzmann Implementation on the Cerebras CS-3: Comparison with GPUs](https://sc26.conference-program.com/presentation/?id=rpost201\&sess=sess313)** \

Kouki Sakai, Saho Orihara, Takashi Shimokawabe, Takaaki Miyajima \

*SC26 Research Posters* \

Poster · Stencils and PDEs · CS-3 · Meiji University, The University of Tokyo

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{sakai2026naive,
>   title     = {A Naive {D3Q27} Lattice {Boltzmann} Implementation on the {Cerebras} {CS-3}: Comparison with {GPUs}},
>   author    = {Sakai, Kouki and Orihara, Saho and Shimokawabe, Takashi and Miyajima, Takaaki},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Research Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=rpost201&sess=sess313},
> }
> ```

**[Algebraic Breadth-First Search on the Cerebras Wafer-Scale Engine](https://sc26.conference-program.com/presentation/?id=src_post105\&sess=sess313)** \

Elia Belli, Daniele De Sensi \

*SC26 ACM Student Research Competition Posters* \

Poster · Linear algebra and sparse methods · WSE-3 · Sapienza University of Rome

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{belli2026algebraic,
>   title     = {Algebraic Breadth-First Search on the {Cerebras} Wafer-Scale Engine},
>   author    = {Belli, Elia and De Sensi, Daniele},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (ACM SRC Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=src_post105&sess=sess313},
> }
> ```

**[Exploring Tree-Based Approaches for Collective Communications on Cerebras WSE-3](https://sc26.conference-program.com/presentation/?id=src_post121\&sess=sess313)** \

Saverio Pasqualoni, Marco Canini, Daniele De Sensi \

*SC26 ACM Student Research Competition Posters* \

Poster · Communication and collectives · WSE-3 simulator · KAUST, Sapienza University of Rome

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{pasqualoni2026exploring,
>   title     = {Exploring Tree-Based Approaches for Collective Communications on {Cerebras} {WSE-3}},
>   author    = {Pasqualoni, Saverio and Canini, Marco and De Sensi, Daniele},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (ACM SRC Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=src_post121&sess=sess313},
> }
> ```

**[Load Balancing and Communication Bottlenecks in SpMV on the Cerebras WSE-3](https://sc26.conference-program.com/presentation/?id=rpost204\&sess=sess313)** \

Saho Orihara, Kouki Sakai, Reo Nagashima, Takaaki Miyajima \

*SC26 Research Posters* \

Poster · Linear algebra and sparse methods · CS-3 · Meiji University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{orihara2026load,
>   title     = {Load Balancing and Communication Bottlenecks in {SpMV} on the {Cerebras} {WSE-3}},
>   author    = {Orihara, Saho and Sakai, Kouki and Nagashima, Reo and Miyajima, Takaaki},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Research Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=rpost204&sess=sess313},
> }
> ```

**[Sparse Matrix-Vector Multiplication on Cerebras WSE-3](https://sc26.conference-program.com/presentation/?id=rpost307\&sess=sess313)** \

Zenchang Sun, Arman Margarian, Jefferson Zhou, Giulia Guidi \

*SC26 Research Posters* \

Poster · Linear algebra and sparse methods · WSE-3 · Cornell University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{sun2026sparse,
>   title     = {Sparse Matrix-Vector Multiplication on {Cerebras} {WSE-3}},
>   author    = {Sun, Zenchang and Margarian, Arman and Zhou, Jefferson and Guidi, Giulia},
>   booktitle = {SC26: International Conference for High Performance Computing, Networking, Storage and Analysis (Research Posters)},
>   year      = {2026},
>   url       = {https://sc26.conference-program.com/presentation/?id=rpost307&sess=sess313},
> }
> ```

**[Stencil Computations on Cerebras Wafer-Scale Engine](https://arxiv.org/abs/2605.07954)** \

Elia Belli, Daniele De Sensi \

*arXiv preprint arXiv:2605.07954* \

Preprint · Stencils and PDEs · CS-3 and simulator · Sapienza University of Rome

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @misc{belli2026stencil,
>   title         = {Stencil Computations on {Cerebras} Wafer-Scale Engine},
>   author        = {Belli, Elia and De Sensi, Daniele},
>   year          = {2026},
>   howpublished  = {arXiv preprint arXiv:2605.07954},
>   archivePrefix = {arXiv},
>   eprint        = {2605.07954},
>   primaryClass  = {cs.DC},
> }
> ```

**[Unstructured Hydrodynamics on Spatial Dataflow Architectures: A Joint Code and Data Decomposition Approach](https://arxiv.org/abs/2607.18650)** \

Piotr Luczynski, Tal Ben-Nun, Leighton Wilson, Brian Van Essen \

*arXiv preprint arXiv:2607.18650* \

Preprint · Stencils and PDEs · CS-2 · LLNL, Cerebras Systems

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @misc{luczynski2026unstructured,
>   title         = {Unstructured Hydrodynamics on Spatial Dataflow Architectures: A Joint Code and Data Decomposition Approach},
>   author        = {Luczynski, Piotr and Ben-Nun, Tal and Wilson, Leighton and Van Essen, Brian},
>   year          = {2026},
>   howpublished  = {arXiv preprint arXiv:2607.18650},
>   archivePrefix = {arXiv},
>   eprint        = {2607.18650},
>   primaryClass  = {cs.DC},
> }
> ```

## 2025

**[A Memory-Efficient and Computation-Balanced Lossy Compressor on Wafer-Scale Engine](https://doi.org/10.1109/IPDPS64566.2025.00084)** \

Shihui Song, Robert Underwood, Sheng Di, Yafan Huang, Peng Jiang, Franck Cappello \

*IPDPS 2025* \

Conference paper · Data compression · University of Iowa, ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{song2025memory,
>   title     = {A Memory-Efficient and Computation-Balanced Lossy Compressor on Wafer-Scale Engine},
>   author    = {Song, Shihui and Underwood, Robert and Di, Sheng and Huang, Yafan and Jiang, Peng and Cappello, Franck},
>   booktitle = {2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
>   pages     = {1--13},
>   year      = {2025},
>   publisher = {IEEE},
>   doi       = {10.1109/IPDPS64566.2025.00084},
> }
> ```

**[A Scalable Trie Building Algorithm for High-Throughput Phyloanalysis of Wafer-Scale Digital Evolution Experiments](https://doi.org/10.1162/isal.a.890)** \

Vivaan Singhvi, Joey Wagner, Emily Dolson, Luis Zaman, Matthew Andres Moreno \

*ALIFE 2025, art. 62* · [arXiv](https://arxiv.org/abs/2508.15074) \

Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{singhvi2025scalable,
>   title         = {A Scalable Trie Building Algorithm for High-Throughput Phyloanalysis of Wafer-Scale Digital Evolution Experiments},
>   author        = {Singhvi, Vivaan and Wagner, Joey and Dolson, Emily and Zaman, Luis and Moreno, Matthew Andres},
>   booktitle     = {ALIFE 2025: Ciphers of Life: Proceedings of the Artificial Life Conference 2025},
>   volume        = {37},
>   articleno     = {62},
>   year          = {2025},
>   publisher     = {MIT Press},
>   doi           = {10.1162/isal.a.890},
>   archivePrefix = {arXiv},
>   eprint        = {2508.15074},
>   primaryClass  = {cs.NE},
> }
> ```

**[WaferLLM: Large Language Model Inference at Wafer Scale](https://www.usenix.org/conference/osdi25/presentation/he)** \

Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai \

*OSDI '25, pp. 257–273* · [arXiv](https://arxiv.org/abs/2502.04563) \

Conference paper · AI and LLM inference · WSE-2 · University of Edinburgh, Microsoft Research

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{he2025waferllm,
>   title         = {{WaferLLM}: Large Language Model Inference at Wafer Scale},
>   author        = {He, Congjie and Huang, Yeqi and Mu, Pei and Miao, Ziming and Xue, Jilong and Ma, Lingxiao and Yang, Fan and Mai, Luo},
>   booktitle     = {19th USENIX Symposium on Operating Systems Design and Implementation (OSDI 25)},
>   pages         = {257--273},
>   year          = {2025},
>   publisher     = {USENIX Association},
>   isbn          = {978-1-939133-47-2},
>   url           = {https://www.usenix.org/conference/osdi25/presentation/he},
>   archivePrefix = {arXiv},
>   eprint        = {2502.04563},
>   primaryClass  = {cs.LG},
> }
> ```

**[Slide FFT on a homogeneous mesh in wafer-scale computing](https://doi.org/10.1007/s10791-025-09508-2)** \

Maurice H. P. M. van Putten, Leighton Wilson, Adam Lavely, Mark Hair \

*Discover Computing, vol. 28, art. 16* · [arXiv](https://arxiv.org/abs/2401.05427) \

Journal article · FFT and signal processing · CS-2 · Sejong University, Cerebras Systems, LBNL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @article{vanputten2025slide,
>   title         = {Slide {FFT} on a homogeneous mesh in wafer-scale computing},
>   author        = {van Putten, Maurice H. P. M. and Wilson, Leighton and Lavely, Adam and Hair, Mark},
>   journal       = {Discover Computing},
>   volume        = {28},
>   number        = {1},
>   articleno     = {16},
>   year          = {2025},
>   publisher     = {Springer},
>   doi           = {10.1007/s10791-025-09508-2},
>   archivePrefix = {arXiv},
>   eprint        = {2401.05427},
>   primaryClass  = {eess.SP},
> }
> ```

**[Benchmarking the Cerebras Wafer Scale Engine-2 Architecture](https://doi.org/10.1145/3731599.3767438)** \

Takaaki Miyajima, Leon Fukuoka \

*SC25 Workshops: IA³ 2025, pp. 818–822* \

Workshop paper · Communication and collectives · CS-2 · Meiji University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{miyajima2025benchmarking,
>   title     = {Benchmarking the {Cerebras} Wafer Scale Engine-2 Architecture},
>   author    = {Miyajima, Takaaki and Fukuoka, Leon},
>   booktitle = {Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
>   note      = {IA$^3$ 2025: 15th Workshop on Irregular Applications: Architectures and Algorithms},
>   pages     = {818--822},
>   year      = {2025},
>   publisher = {ACM},
>   doi       = {10.1145/3731599.3767438},
> }
> ```

**[csDF: A Double-Float Arithmetic Library for the Cerebras CS-2](https://sc25.conference-program.com/presentation/?id=post112\&sess=sess527)** \

Reo Nagashima, Akeru Nakamura, Kai Murakami, Ryunosuke Matsuzaki, Daichi Mukunoki, Takaaki Miyajima \

*SC25 Posters* \

Poster · Linear algebra and sparse methods · CS-2 · Meiji University, Nagoya University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{nagashima2025csdf,
>   title     = {{csDF}: A Double-Float Arithmetic Library for the {Cerebras} {CS-2}},
>   author    = {Nagashima, Reo and Nakamura, Akeru and Murakami, Kai and Matsuzaki, Ryunosuke and Mukunoki, Daichi and Miyajima, Takaaki},
>   booktitle = {SC25: International Conference for High Performance Computing, Networking, Storage and Analysis (Research and ACM SRC Posters)},
>   year      = {2025},
>   url       = {https://sc25.conference-program.com/presentation/?id=post112&sess=sess527},
> }
> ```

**[Wafer-Scale Simulation of Mutator Allele Dynamics in Large Asexual Populations](https://sc25.conference-program.com/presentation/?id=post164\&sess=sess527)** \

Matthew Andres Moreno, Emily Dolson, Luis Zaman \

*SC25 Posters* \

Poster · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{moreno2025wafer,
>   title     = {Wafer-Scale Simulation of Mutator Allele Dynamics in Large Asexual Populations},
>   author    = {Moreno, Matthew Andres and Dolson, Emily and Zaman, Luis},
>   booktitle = {SC25: International Conference for High Performance Computing, Networking, Storage and Analysis (Research and ACM SRC Posters)},
>   year      = {2025},
>   url       = {https://sc25.conference-program.com/presentation/?id=post164&sess=sess527},
> }
> ```

**[Downstream: efficient cross-platform algorithms for fixed-capacity stream downsampling](https://arxiv.org/abs/2506.12975)** \

Connor Yang, Joey Wagner, Emily Dolson, Luis Zaman, Matthew Andres Moreno \

*arXiv preprint arXiv:2506.12975* \

Preprint · Life sciences and evolution · University of Michigan, Michigan State University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @misc{yang2025downstream,
>   title         = {{Downstream}: efficient cross-platform algorithms for fixed-capacity stream downsampling},
>   author        = {Yang, Connor and Wagner, Joey and Dolson, Emily and Zaman, Luis and Moreno, Matthew Andres},
>   year          = {2025},
>   howpublished  = {arXiv preprint arXiv:2506.12975},
>   archivePrefix = {arXiv},
>   eprint        = {2506.12975},
>   primaryClass  = {cs.DS},
> }
> ```

## 2024

**[Automated Code Generation of High-Order Stencils for a Dataflow Architecture](https://doi.org/10.1109/SC41406.2024.00025)** \

Ryuichi Sai, John Mellor-Crummey, Jinfan Xu, Mauricio Araya-Polo \

*SC24* \

Conference paper · Compilers, languages and tools · Rice University, TotalEnergies

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{sai2024automated,
>   title     = {Automated Code Generation of High-Order Stencils for a Dataflow Architecture},
>   author    = {Sai, Ryuichi and Mellor-Crummey, John and Xu, Jinfan and Araya-Polo, Mauricio},
>   booktitle = {SC24: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   pages     = {1--13},
>   year      = {2024},
>   publisher = {IEEE},
>   doi       = {10.1109/SC41406.2024.00025},
> }
> ```

**[CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2](https://doi.org/10.1145/3625549.3658691)** \

Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, Franck Cappello \

*HPDC '24, pp. 309–321* \

Conference paper · Data compression · CS-2 · University of Iowa, Stevens Institute of Technology, ANL, Saint Louis University, University of North Texas, Binghamton University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{song2024ceresz,
>   title     = {{CereSZ}: Enabling and Scaling Error-bounded Lossy Compression on {Cerebras} {CS-2}},
>   author    = {Song, Shihui and Huang, Yafan and Jiang, Peng and Yu, Xiaodong and Zheng, Weijian and Di, Sheng and Cao, Qinglei and Feng, Yunhe and Xie, Zhen and Cappello, Franck},
>   booktitle = {Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing},
>   series    = {HPDC '24},
>   pages     = {309--321},
>   year      = {2024},
>   publisher = {ACM},
>   doi       = {10.1145/3625549.3658691},
> }
> ```

**[Matrix-Free Finite Volume Kernels on a Dataflow Architecture](https://doi.org/10.1109/SC41406.2024.00034)** \

Ryuichi Sai, François P. Hamon, John Mellor-Crummey, Mauricio Araya-Polo \

*SC24* · [arXiv](https://arxiv.org/abs/2408.03452) \

Conference paper · Stencils and PDEs · CS-2 · Rice University, TotalEnergies

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{sai2024matrix,
>   title         = {Matrix-Free Finite Volume Kernels on a Dataflow Architecture},
>   author        = {Sai, Ryuichi and Hamon, François P. and Mellor-Crummey, John and Araya-Polo, Mauricio},
>   booktitle     = {SC24: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   pages         = {1--11},
>   year          = {2024},
>   publisher     = {IEEE},
>   doi           = {10.1109/SC41406.2024.00034},
>   archivePrefix = {arXiv},
>   eprint        = {2408.03452},
>   primaryClass  = {cs.MS},
> }
> ```

**[Monte Carlo with Single-Cycle Latency: Optimization of a Continuous Energy Cross Section Lookup Kernel for AI Accelerator Hardware](https://doi.org/10.13182/PHYSOR24-43696)** \

John Tramm, Bryce Allen, Kazutomo Yoshii, Andrew Siegel \

*PHYSOR 2024, pp. 1694–1702* \

Conference paper · Monte Carlo and particle methods · ANL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{tramm2024monte,
>   title     = {{Monte Carlo} with Single-Cycle Latency: Optimization of a Continuous Energy Cross Section Lookup Kernel for {AI} Accelerator Hardware},
>   author    = {Tramm, John and Allen, Bryce and Yoshii, Kazutomo and Siegel, Andrew},
>   booktitle = {International Conference on Physics of Reactors (PHYSOR 2024)},
>   pages     = {1694--1702},
>   year      = {2024},
>   publisher = {American Nuclear Society},
>   doi       = {10.13182/PHYSOR24-43696},
> }
> ```

**[Near-Optimal Wafer-Scale Reduce](https://doi.org/10.1145/3625549.3658693)** \

Piotr Luczynski, Lukas Gianinazzi, Patrick Iff, Leighton Wilson, Daniele De Sensi, Torsten Hoefler \

*HPDC '24, pp. 334–347* · [arXiv](https://arxiv.org/abs/2404.15888) \

Conference paper · Communication and collectives · CS-2 · ETH Zurich, Cerebras Systems, Sapienza University of Rome

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{luczynski2024near,
>   title         = {Near-Optimal Wafer-Scale Reduce},
>   author        = {Luczynski, Piotr and Gianinazzi, Lukas and Iff, Patrick and Wilson, Leighton and De Sensi, Daniele and Hoefler, Torsten},
>   booktitle     = {Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing},
>   series        = {HPDC '24},
>   pages         = {334--347},
>   year          = {2024},
>   publisher     = {ACM},
>   doi           = {10.1145/3625549.3658693},
>   archivePrefix = {arXiv},
>   eprint        = {2404.15888},
>   primaryClass  = {cs.DC},
> }
> ```

**[Trackable Agent-based Evolution Models at Wafer Scale](https://doi.org/10.1162/isal_a_00830)** \

Matthew Andres Moreno, Connor Yang, Emily Dolson, Luis Zaman \

*ALIFE 2024* · [arXiv](https://arxiv.org/abs/2404.10861) \

Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{moreno2024trackablea,
>   title         = {Trackable Agent-based Evolution Models at Wafer Scale},
>   author        = {Moreno, Matthew Andres and Yang, Connor and Dolson, Emily and Zaman, Luis},
>   booktitle     = {The 2024 Conference on Artificial Life},
>   series        = {ALIFE 2024},
>   year          = {2024},
>   publisher     = {MIT Press},
>   doi           = {10.1162/isal_a_00830},
>   archivePrefix = {arXiv},
>   eprint        = {2404.10861},
>   primaryClass  = {cs.NE},
> }
> ```

**[Trackable Island-model Genetic Algorithms at Wafer Scale](https://doi.org/10.1145/3638530.3664090)** \

Matthew Andres Moreno, Connor Yang, Emily Dolson, Luis Zaman \

*GECCO '24 Companion, pp. 101–102* · [arXiv](https://arxiv.org/abs/2405.03605) \

Conference paper · Life sciences and evolution · CS-2 · University of Michigan, Michigan State University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{moreno2024trackableb,
>   title         = {Trackable Island-model Genetic Algorithms at Wafer Scale},
>   author        = {Moreno, Matthew Andres and Yang, Connor and Dolson, Emily and Zaman, Luis},
>   booktitle     = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
>   series        = {GECCO '24 Companion},
>   pages         = {101--102},
>   year          = {2024},
>   publisher     = {ACM},
>   doi           = {10.1145/3638530.3664090},
>   archivePrefix = {arXiv},
>   eprint        = {2405.03605},
>   primaryClass  = {cs.NE},
> }
> ```

**[Efficient algorithms for Monte Carlo particle transport on AI accelerator hardware](https://doi.org/10.1016/j.cpc.2023.109072)** \

John Tramm, Bryce Allen, Kazutomo Yoshii, Andrew Siegel, Leighton Wilson \

*Computer Physics Communications, vol. 298, art. 109072* · [arXiv](https://arxiv.org/abs/2311.01739) \

Journal article · Monte Carlo and particle methods · CS-2 · ANL, University of Chicago, Cerebras Systems

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @article{tramm2024efficient,
>   title         = {Efficient algorithms for {Monte Carlo} particle transport on {AI} accelerator hardware},
>   author        = {Tramm, John and Allen, Bryce and Yoshii, Kazutomo and Siegel, Andrew and Wilson, Leighton},
>   journal       = {Computer Physics Communications},
>   volume        = {298},
>   pages         = {109072},
>   year          = {2024},
>   publisher     = {Elsevier},
>   doi           = {10.1016/j.cpc.2023.109072},
>   archivePrefix = {arXiv},
>   eprint        = {2311.01739},
>   primaryClass  = {cs.DC},
> }
> ```

**[Performance evaluation and modelling of single-precision matrix multiplication on Cerebras CS-2](https://doi.org/10.1109/SCW63240.2024.00101)** \

Ryunosuke Matsuzaki, Daichi Mukunoki, Takaaki Miyajima \

*SC24 Workshops: IA³ 2024, pp. 727–731* \

Workshop paper · Linear algebra and sparse methods · CS-2 · Meiji University

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{matsuzaki2024performance,
>   title     = {Performance evaluation and modelling of single-precision matrix multiplication on {Cerebras} {CS-2}},
>   author    = {Matsuzaki, Ryunosuke and Mukunoki, Daichi and Miyajima, Takaaki},
>   booktitle = {SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
>   note      = {IA$^3$ 2024: 14th Workshop on Irregular Applications: Architectures \& Algorithms},
>   pages     = {727--731},
>   year      = {2024},
>   publisher = {IEEE},
>   doi       = {10.1109/SCW63240.2024.00101},
> }
> ```

## 2023

**[Scaling the “Memory Wall” for Multi-Dimensional Seismic Processing with Algebraic Compression on Cerebras CS-2 Systems](https://doi.org/10.1145/3581784.3627042)** \

Hatem Ltaief, Yuxi Hong, Leighton Wilson, Mathias Jacquelin, Matteo Ravasi, David Elliot Keyes \

*SC23, ACM Gordon Bell Prize finalist* \

Conference paper · Linear algebra and sparse methods · 48 CS-2 systems · KAUST, Cerebras Systems

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{ltaief2023scaling,
>   title     = {Scaling the ``Memory Wall'' for Multi-Dimensional Seismic Processing with Algebraic Compression on {Cerebras} {CS-2} Systems},
>   author    = {Ltaief, Hatem and Hong, Yuxi and Wilson, Leighton and Jacquelin, Mathias and Ravasi, Matteo and Keyes, David Elliot},
>   booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
>   series    = {SC '23},
>   pages     = {1--12},
>   year      = {2023},
>   publisher = {ACM},
>   doi       = {10.1145/3581784.3627042},
>   note      = {ACM Gordon Bell Prize finalist},
> }
> ```

**[Wafer-Scale Fast Fourier Transforms](https://doi.org/10.1145/3577193.3593708)** \

Marcelo Orenes-Vera, Ilya Sharapov, Robert Schreiber, Mathias Jacquelin, Philippe Vandermersch, Sharan Chetlur \

*ICS '23, pp. 180–191* · [arXiv](https://arxiv.org/abs/2209.15040) \

Conference paper · FFT and signal processing · CS-2 · Princeton University, Cerebras Systems

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{orenesvera2023wafer,
>   title         = {Wafer-Scale Fast {Fourier} Transforms},
>   author        = {Orenes-Vera, Marcelo and Sharapov, Ilya and Schreiber, Robert and Jacquelin, Mathias and Vandermersch, Philippe and Chetlur, Sharan},
>   booktitle     = {Proceedings of the 37th International Conference on Supercomputing},
>   series        = {ICS '23},
>   pages         = {180--191},
>   year          = {2023},
>   publisher     = {ACM},
>   doi           = {10.1145/3577193.3593708},
>   archivePrefix = {arXiv},
>   eprint        = {2209.15040},
>   primaryClass  = {cs.DC},
> }
> ```

**[Massively Distributed Finite-Volume Flux Computation](https://doi.org/10.1145/3624062.3624252)** \

Ryuichi Sai, Mathias Jacquelin, Francois Hamon, Mauricio Araya-Polo, Randolph R. Settgast \

*SC23 Workshops: ScalAH'23, pp. 1713–1720* · [arXiv](https://arxiv.org/abs/2304.11274) \

Workshop paper · Stencils and PDEs · CS-2 · TotalEnergies, Rice University, Cerebras Systems, LLNL

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{sai2023massively,
>   title         = {Massively Distributed Finite-Volume Flux Computation},
>   author        = {Sai, Ryuichi and Jacquelin, Mathias and Hamon, Francois and Araya-Polo, Mauricio and Settgast, Randolph R.},
>   booktitle     = {Proceedings of the SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis},
>   note          = {ScalAH'23: 14th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems},
>   pages         = {1713--1720},
>   year          = {2023},
>   publisher     = {ACM},
>   doi           = {10.1145/3624062.3624252},
>   archivePrefix = {arXiv},
>   eprint        = {2304.11274},
>   primaryClass  = {cs.MS},
> }
> ```

**[A Portable Framework for Accelerating Stencil Computations on Modern Node Architectures](https://arxiv.org/abs/2309.04671)** \

Ryuichi Sai, John Mellor-Crummey, Jinfan Xu, Mauricio Araya-Polo \

*arXiv preprint arXiv:2309.04671* \

Preprint · Compilers, languages and tools · CS-2 · Rice University, TotalEnergies

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @misc{sai2023portable,
>   title         = {A Portable Framework for Accelerating Stencil Computations on Modern Node Architectures},
>   author        = {Sai, Ryuichi and Mellor-Crummey, John and Xu, Jinfan and Araya-Polo, Mauricio},
>   year          = {2023},
>   howpublished  = {arXiv preprint arXiv:2309.04671},
>   archivePrefix = {arXiv},
>   eprint        = {2309.04671},
>   primaryClass  = {cs.DC},
> }
> ```

## 2022

**[Scalable Distributed High-Order Stencil Computations](https://doi.org/10.1109/SC41404.2022.00035)** \

Mathias Jacquelin, Mauricio Araya-Polo, Jie Meng \

*SC22* · [arXiv](https://arxiv.org/abs/2204.03775) \

Conference paper · Stencils and PDEs · CS-2 · Cerebras Systems, TotalEnergies

> [accordion] BibTeX
>
> ```bibtex theme={"languages":{"custom":["/languages/csl-tmlanguage.json"]}}
> @inproceedings{jacquelin2022scalable,
>   title         = {Scalable Distributed High-Order Stencil Computations},
>   author        = {Jacquelin, Mathias and Araya-Polo, Mauricio and Meng, Jie},
>   booktitle     = {SC22: International Conference for High Performance Computing, Networking, Storage and Analysis},
>   pages         = {1--13},
>   year          = {2022},
>   publisher     = {IEEE},
>   doi           = {10.1109/SC41404.2022.00035},
>   note          = {arXiv version titled "Massively scalable stencil algorithm"},
>   archivePrefix = {arXiv},
>   eprint        = {2204.03775},
>   primaryClass  = {cs.MS},
> }
> ```


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