MIT News - Machine learning 09月11日
能源部资助MIT建立新研究中心 聚焦极端环境预测模拟
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美国能源部国家核安全局(DOE/NNSA)近日宣布,已选定麻省理工学院(MIT)建立一个专注于推进极端环境(如高超音速飞行和大气再入)预测模拟的新研究中心。该中心名为“可扩展耦合高焓流-固相互作用模拟中心”(CHEFSI),是NNSA预测科学学术联盟计划(PSAAP-IV)的一部分,旨在利用尖端技术模拟极端条件下物质的相互作用,以提升国家安全、太空探索和先进热防护系统的研发能力。CHEFSI将汇集MIT在预测建模、高性能计算和STEM教育方面的优势,致力于在为期五年的项目中,通过结合高保真物理模型、人工智能代理模型和实验验证,深入理解和预测热防护系统在严苛环境下的表现,为设计更具韧性的系统提供关键支持。

⚛️ **新研究中心聚焦极端环境预测模拟**:美国能源部国家核安全局(DOE/NNSA)资助MIT建立“可扩展耦合高焓流-固相互作用模拟中心”(CHEFSI),旨在提升对高超音速飞行和大气再入等极端环境下物质相互作用的预测能力。该中心将利用先进的计算技术和算法,以前所未有的细节模拟极热、高速物质的相互作用,为国家安全和技术发展提供支持。

🚀 **先进计算与多学科融合**:CHEFSI将汇集MIT在预测建模、高性能计算和STEM教育方面的深厚实力,整合高保真物理模型、人工智能代理模型、实验验证以及下一代模拟工具。通过结合这些技术,研究人员将能够深入理解材料在极端高温(超过1500摄氏度)和高速(高达马赫数25)条件下的化学、热和机械行为,包括氧化、烧蚀和断裂等现象。

🛡️ **服务国家安全与前沿科技**:该研究中心的研究成果对于理解和预测热防护系统在严酷工程环境下的性能至关重要。其研究目标是为设计更具韧性的系统提供关键知识,这些系统可应用于从可重复使用的航天器到高超音速飞行器等广泛领域。CHEFSI还将与DOE/NNSA国家实验室紧密合作,为研究生和博士后提供宝贵的实习和研究机会。

💰 **NNSA大型科研项目组成部分**:CHEFSI是NNSA预测科学学术联盟计划(PSAAP-IV)的一部分,该计划旨在支持前沿研究,提升高性能计算在国家安全相关科学和工程应用中的预测能力。NNSA预计在五年内为每个中心的提供高达1750万美元的资金支持,CHEFSI是此次宣布的五个新中心之一。

The U.S. Department of Energy’s National Nuclear Security Administration (DOE/NNSA) recently announced that it has selected MIT to establish a new research center dedicated to advancing the predictive simulation of extreme environments, such as those encountered in hypersonic flight and atmospheric re-entry. The center will be part of the fourth phase of NNSA's Predictive Science Academic Alliance Program (PSAAP-IV), which supports frontier research advancing the predictive capabilities of high-performance computing for open science and engineering applications relevant to national security mission spaces.

The Center for the Exascale Simulation of Coupled High-Enthalpy Fluid–Solid Interactions (CHEFSI) — a joint effort of the MIT Center for Computational Science and Engineering, the MIT Schwarzman College of Computing, and the MIT Institute for Soldier Nanotechnologies (ISN) — plans to harness cutting-edge exascale supercomputers and next-generation algorithms to simulate with unprecedented detail how extremely hot, fast-moving gaseous and solid materials interact. The understanding of these extreme environments — characterized by temperatures of more than 1,500 degrees Celsius and speeds as high as Mach 25 — and their effect on vehicles is central to national security, space exploration, and the development of advanced thermal protection systems.

“CHEFSI will capitalize on MIT’s deep strengths in predictive modeling, high-performance computing, and STEM education to help ensure the United States remains at the forefront of scientific and technological innovation,” says Ian A. Waitz, MIT’s vice president for research. “The center’s particular relevance to national security and advanced technologies exemplifies MIT’s commitment to advancing research with broad societal benefit.”

CHEFSI is one of five new Predictive Simulation Centers announced by the NNSA as part of a program expected to provide up to $17.5 million to each center over five years.

CHEFSI’s research aims to couple detailed simulations of high-enthalpy gas flows with models of the chemical, thermal, and mechanical behavior of solid materials, capturing phenomena such as oxidation, nitridation, ablation, and fracture. Advanced computational models — validated by carefully designed experiments — can address the limitations of flight testing by providing critical insights into material performance and failure.

“By integrating high-fidelity physics models with artificial intelligence-based surrogate models, experimental validation, and state-of-the-art exascale computational tools, CHEFSI will help us understand and predict how thermal protection systems perform under some of the harshest conditions encountered in engineering systems,” says Raúl Radovitzky, the Jerome C. Hunsaker Professor of Aeronautics and Astronautics, associate director of the ISN, and director of CHEFSI. “This knowledge will help in the design of resilient systems for applications ranging from reusable spacecraft to hypersonic vehicles.”

Radovitzky will be joined on the center’s leadership team by Youssef Marzouk, the Breene M. Kerr (1951) Professor of Aeronautics and Astronautics, co-director of the MIT Center for Computational Science and Engineering (CCSE), and recently named the associate dean of the MIT Schwarzman College of Computing; and Nicolas Hadjiconstantinou, the Quentin Berg (1937) Professor of Mechanical Engineering and co-director of CCSE, who will serve as associate directors. The center co-principal investigators include MIT faculty members across the departments of Aeronautics and Astronautics, Electrical Engineering and Computer Science, Materials Science and Engineering, Mathematics, and Mechanical Engineering. Franklin Hadley will lead center operations, with administration and finance under the purview of Joshua Freedman. Hadley and Freedman are both members of the ISN headquarters team. 

CHEFSI expects to collaborate extensively with the DoE/NNSA national laboratories — Lawrence Livermore National Laboratory, Los Alamos National Laboratory, and Sandia National Laboratories — and, in doing so, offer graduate students and postdocs immersive research experiences and internships at these facilities.

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能源部 NNSA MIT 预测模拟 极端环境 高超音速 国家安全 高性能计算 DOE NNSA MIT Predictive Simulation Extreme Environments Hypersonics National Security High-Performance Computing
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