智算中心论文观察｜2026-09-03

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Volume 2026 · Issue 09-03

按期刊卷期页方式整理本期论文。每条仅使用日报已列出的可追溯公开来源，不新增未经核验事实。

Research Article热管理与液冷

A High- and Variable-Dimensional Measurement of the $Z$+jets Differential Cross Section with the ATLAS Experiment and Artificial Intelligence

Kevin Greif

Published 2026-08-28 · arXiv · Credibility S

Proton-proton collisions at the Large Hadron Collider (LHC) offer the opportunity to observe the interactions of fundamental particles at very high energy

Abstract, interpretation and reference

Abstract

Proton-proton collisions at the Large Hadron Collider (LHC) offer the opportunity to observe the interactions of fundamental particles at very high energy

Full text 中文海报

Research Article热管理与液冷

A Closed-Loop Thermal Dynamic Model for AI Data Center Cooling Load Simulation

Cletus Ngwerume, Lang Tong, Chee-Wooi Ten, Yi Hu

Published 2026-08-31 · arXiv · Credibility S

Cooling

Abstract, interpretation and reference

Abstract

Cooling

Full text 中文海报

Research Article算电协同

Minimizing Grid Interconnection Capacity Requirements for AI Data Centers : A Developer-Side Planning Framework with Onsite Resources and Workload Flexibility

Hassan Zahid Butt, Rida Fatima, Xingpeng Li

Published 2026-08-29 · arXiv · Credibility S

Securing grid interconnection capacity has become a bottleneck for AI

Abstract, interpretation and reference

Abstract

Securing grid interconnection capacity has become a bottleneck for AI

Full text 中文海报

Research Article算电协同

AIDC Microgrid Vulnerability Assessment Under Computing-Power Coordinated Attacks

Ze Yu, Hongwei Zhen, Chao Shen, Mingyang Sun

Published 2026-08-22 · arXiv · Credibility S

The rapid growth of large language model (LLM) services is expanding AI

Abstract, interpretation and reference

Abstract

The rapid growth of large language model (LLM) services is expanding AI

Full text 中文海报

Research ArticleAI 运维优化

Operations, Maintenance, and Industrial Scaling of MW-Class Orbital Data Centers

Slava G. Turyshev

Published 2026-08-26 · arXiv · Credibility S

Megawatt-class orbital data

Abstract, interpretation and reference

Abstract

Megawatt-class orbital data

Full text 中文海报

Research ArticleAI 运维优化

LLM-Powered Predictive Decision-Making for Sustainable Data Center Operations

Hanzhao Wang, Jingxuan Wu, Yumeng Li, Yu Pan, Guanting Chen

Published 2026-08-18 · arXiv · Credibility S

The growing demand for AI

Abstract, interpretation and reference

Abstract

The growing demand for AI

Full text 中文海报

Research Article热管理与液冷

Towards Terabit/$λ$/s Multidimensional Silicon Photonic Engine

Hao Chen, Zengqi Chen, Wu Zhou, Kaihang Lu, Mingyuan Zhang, Yuxiang Yin, Yiou Cui, Chaoran Huang, Pui-In Mak, Yeyu Tong

Published 2026-08-12 · arXiv · Credibility S

Increasing artificial intelligence ( AI

Abstract, interpretation and reference

Abstract

Increasing artificial intelligence ( AI

Full text 中文海报

Research Article热管理与液冷

Machine Learning Guided Cooling System Optimization for Data Center

Shrenik Jadhav, Zheng Liu

Published 2026-08-06 · arXiv · Credibility S

Effective data

Abstract, interpretation and reference

Abstract

Effective data

Full text 中文海报

Research Article热管理与液冷

A Stackelberg-Bayesian Capacity-Market Game of Carbon Regulation and Second-Life Battery Investment under AI Data - Center Load Growth

Rouzbeh Haghighi, Ali Hassan, Sina Mohammadi, Marcus Chen I Wada, Wencong Su

Published 2026-08-04 · arXiv · Credibility S

Artificial intelligence ( AI

Abstract, interpretation and reference

Abstract

Artificial intelligence ( AI

Full text 中文海报

Research Article热管理与液冷

Digital Twin-Based Cooling System Optimization for Data Center

Shrenik Jadhav, Zheng Liu

Published 2026-08-07 · arXiv · Credibility S

Data

Abstract, interpretation and reference

Abstract

Data

Full text 中文海报

Research Article热管理与液冷

Zero-change foundry compatible silicon photonics MEMS optical switch

Arkadev Roy, Daniel Klawson, Jianheng Luo, Yiyang Zhi, Sirui Tang, Ming Wu

Published 2026-08-04 · arXiv · Credibility S

Large-scale photonic switches are emerging as essential devices for energy

Abstract, interpretation and reference

Abstract

Large-scale photonic switches are emerging as essential devices for energy

Full text 中文海报

Research Article热管理与液冷

ClusterBench: A Framework for Cluster-Wide Continuous Benchmarking and Regression Testing

Aditya Ujeniya, Jan Eitzinger, Thomas Gruber, Georg Hager, Gerhard Wellein

Published 2026-08-11 · arXiv · Credibility S

Data

Abstract, interpretation and reference

Abstract

Data

Full text 中文海报

Research Article热管理与液冷

InFactPlanner: Planning Sustainable Geo-Distributed LLM Data Centers

Nicoletta Tsiopani, Moysis Symeonides, George Pallis, Marios D. Dikaiakos

Published 2026-08-13 · arXiv · Credibility S

The rapid growth of LLM inference is shifting sustainability concerns from one-time training to continuous serving, where infrastructure decisions shape energy

Abstract, interpretation and reference

Abstract

The rapid growth of LLM inference is shifting sustainability concerns from one-time training to continuous serving, where infrastructure decisions shape energy

Full text 中文海报

Research Article热管理与液冷

A Theory of Probabilistic Power Provisioning for Data Centers with Distributed Energy Storage

Can Emre Koksal, Richard A. Barry, Artun Sel

Published 2026-08-13 · arXiv · Credibility S

The growing power demands and variability of AI

Abstract, interpretation and reference

Abstract

The growing power demands and variability of AI

Full text 中文海报

Research Article热管理与液冷

Data Center Life Cycle Co-Design Optimization

Shrenik Jadhav, Vidhyashree Nagaraju, Zheng Liu

Published 2026-08-19 · arXiv · Credibility S

Liquid

Abstract, interpretation and reference

Abstract

Liquid

Full text 中文海报

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