US-Japan Joint Workshop on Thermal Transport, Materials Informatics and Quantum Computing

美日热传输、材料信息学和量子计算联合研讨会

基本信息

  • 批准号:
    2124850
  • 负责人:
  • 金额:
    $ 1.99万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2021
  • 资助国家:
    美国
  • 起止时间:
    2021-04-01 至 2022-03-31
  • 项目状态:
    已结题

项目摘要

This award is to support the US-Japan Joint Workshop on Thermal Transport, Materials Informatics and Quantum Computing to be held virtually on March 22-25, 2021 over the ZOOM and Gather.Town platforms. With the recent advances in artificial intelligence (AI), there is an opportunity to leverage AI to further advance thermal transport so as to maximize the ability to systematically develop thermal materials with desirable properties, i.e., materials-by-design. This workshop seeks to promote conversations among the thermal transport communities and the greater machine learning and materials informatics communities to cultivate international collaborations with Japanese researchers. Quantum computing, as one of important topics in materials informatics, is also a key element of this workshop. The workshop is designed to maximize diversity and inclusion via broadening participations of researchers and engineers from diverse backgrounds and inviting speakers from underrepresented groups. This US-Japan joint workshop brings together researchers from academia, national lab, and industry in both US and Japan to cultivate research collaborations in AI, Materials Informatics, Thermal Transport, and Quantum Computing. It features four themes: Data Infrastructure, AI-driven Experimental Discovery, Simulation-aided Materials Informatics & Thermal Transport, and AI and Quantum Computing. The new opportunities and future research directions identified from this workshop will be disseminated through a perspective article. The AI- and quantum-fueled advances in thermal transport research will also benefit innovations in industry. The workshop will initiate exchanges of students, postdoctoral fellows and faculty, as well as sharing of research facilities between the U.S. and Japan. This workshop will also provide the next generation of scientists and engineers a platform to interact with established researchers and their peers from diverse backgrounds.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
该奖项旨在支持将于2021年3月22日至25日在ZOOM和Gather.Town平台上虚拟举行的美日热传输,材料信息学和量子计算联合研讨会。随着人工智能(AI)的最新进展,有机会利用AI进一步推进热传输,以便最大限度地提高系统开发具有理想性能的热材料的能力,即,设计材料。该研讨会旨在促进热传输社区和更大的机器学习和材料信息学社区之间的对话,以培养与日本研究人员的国际合作。量子计算作为材料信息学的重要课题之一,也是本次研讨会的关键内容。该研讨会旨在通过扩大来自不同背景的研究人员和工程师的参与,并邀请代表性不足的群体发言,最大限度地提高多样性和包容性。本次美日联合研讨会汇集了来自美国和日本的学术界、国家实验室和工业界的研究人员,旨在培养人工智能、材料信息学、热传输和量子计算方面的研究合作。研讨会包括四个主题:数据基础设施、人工智能驱动的实验发现、模拟辅助的材料信息学热传输以及人工智能和量子计算。本次研讨会确定的新机会和未来研究方向将通过一篇观点文章传播。人工智能和量子推动的热传输研究进展也将有利于工业创新。该研讨会将启动学生,博士后研究员和教师的交流,以及美国和日本之间的研究设施共享。该研讨会还将为下一代科学家和工程师提供一个平台,与知名研究人员和来自不同背景的同行进行互动。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。

项目成果

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Tengfei Luo其他文献

Quantum annealing for combinatorial optimization: a benchmarking study
用于组合优化的量子退火:一项基准测试研究
  • DOI:
    10.1038/s41534-025-01020-1
  • 发表时间:
    2025-05-16
  • 期刊:
  • 影响因子:
    8.300
  • 作者:
    Seongmin Kim;Sang-Woo Ahn;In-Saeng Suh;Alexander W. Dowling;Eungkyu Lee;Tengfei Luo
  • 通讯作者:
    Tengfei Luo
Thermal transport in thermoelectrics from first-principles calculations
根据第一性原理计算热电学中的热传输
  • DOI:
  • 发表时间:
    2012
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Keivan Esfarjani;Junichiro Shiorai;Takuma Shiga;Zhiting Tian;Tengfei Luo;Gang Chen
  • 通讯作者:
    Gang Chen
Environmental protein corona on nanoplastics altered the responses of skin keratinocytes and fibroblast cells to the particles
纳米塑料上的环境蛋白冠改变了皮肤角质形成细胞和成纤维细胞对颗粒的反应
  • DOI:
    10.1016/j.jhazmat.2025.138722
  • 发表时间:
    2025-08-15
  • 期刊:
  • 影响因子:
    11.300
  • 作者:
    Kayla Simpson;Leisha Martin;Shamus L. O’Leary;John Watt;Seunghyun Moon;Tengfei Luo;Wei Xu
  • 通讯作者:
    Wei Xu
Inverse binary optimization of convolutional neural network in active learning efficiently designs nanophotonic structures
基于主动学习的卷积神经网络逆二值化优化有效设计纳米光子结构
  • DOI:
    10.1038/s41598-025-99570-z
  • 发表时间:
    2025-04-30
  • 期刊:
  • 影响因子:
    3.900
  • 作者:
    Jaehyeon Park;Zhihao Xu;Gyeong-Moon Park;Tengfei Luo;Eungkyu Lee
  • 通讯作者:
    Eungkyu Lee
Quantum-Inspired Genetic Algorithm for Designing Planar Multilayer Photonic Structure
用于设计平面多层光子结构的量子启发遗传算法
  • DOI:
  • 发表时间:
    2024
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Zhihao Xu;Wenjie Shang;Seongmin Kim;Alexandria Bobbitt;Eungkyu Lee;Tengfei Luo
  • 通讯作者:
    Tengfei Luo

Tengfei Luo的其他文献

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{{ truncateString('Tengfei Luo', 18)}}的其他基金

Collaborative Research: Material Simulation-driven Electrolyte Designs in Intermediate-temperature Na-K / S Batteries for Long-duration Energy Storage
合作研究:用于长期储能的中温Na-K / S电池中材料模拟驱动的电解质设计
  • 批准号:
    2341995
  • 财政年份:
    2024
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Developing and Understanding Thermally Conductive Polymers by Combining Molecular Simulation, Machine Learning and Experiment
通过结合分子模拟、机器学习和实验来开发和理解导热聚合物
  • 批准号:
    2332270
  • 财政年份:
    2024
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
ISS: Plasmonic Bubble Enabled Nanoparticle Deposition under Micro-Gravity
ISS:微重力下等离子气泡实现纳米颗粒沉积
  • 批准号:
    2224307
  • 财政年份:
    2022
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Discover and Understand Microporous Polymers for Size-sieving Separation Membranes using Active Learning
使用主动学习发现和了解用于尺寸筛分分离膜的微孔聚合物
  • 批准号:
    2102592
  • 财政年份:
    2021
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
EAGER: Collaborative Research: Dynamics of Nanoparticles in Light-Excited Supercavitation
EAGER:合作研究:光激发超空化中纳米粒子的动力学
  • 批准号:
    2040565
  • 财政年份:
    2020
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Collaborative Research: Using molecular functionalization to tune nanoscale interfacial energy and momentum transport
合作研究:利用分子功能化来调节纳米级界面能量和动量传输
  • 批准号:
    2001079
  • 财政年份:
    2020
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Continuing Grant
Collaborative Research: Chemically Modified, Plasma-Nanoengineered Graphene Nanopetals for Spontaneous, Self-Powered and Efficient Oil Contamination Remediation
合作研究:化学改性、等离子体纳米工程石墨烯纳米花瓣用于自发、自供电和高效的石油污染修复
  • 批准号:
    1949910
  • 财政年份:
    2020
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Collaborative Research: Understanding the Synergistic Effect of Graphene Plasmonics and Nanoscale Spatial Confinement on Solar-Driven Water Phase Change
合作研究:了解石墨烯等离子体和纳米尺度空间约束对太阳能驱动水相变的协同效应
  • 批准号:
    1937923
  • 财政年份:
    2020
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Highly Sensitive Multiplexed Nanocone Array for Point-of-Care Pan-Cancer Screening
用于护理点泛癌症筛查的高灵敏度多重纳米锥阵列
  • 批准号:
    1931850
  • 财政年份:
    2019
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant
Thermal Evaporation around Optically-Excited Functionalized Nanoparticles
光激发功能化纳米颗粒周围的热蒸发
  • 批准号:
    1706039
  • 财政年份:
    2017
  • 资助金额:
    $ 1.99万
  • 项目类别:
    Standard Grant

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