NRT-HDR: AI-enabled Molecular Engineering of Materials and Systems (AIMEMS) for Sustainability
NRT-HDR: AI-enabled Molecular Engineering of Materials and Systems (AIMEMS) for Sustainability
批准号:
2022023
负责人:
Juan De Pablo
金额:
$300.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-09-01 至 2025-08-31
中文摘要
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英文摘要
NRT-HDR: AI-enabled Molecular Engineering of Materials and Systems (AIMEMS) for SustainabilityMolecular engineering is a dynamic and evolving field that applies molecular-level science in experimental, theoretical, and computational approaches to engineer advanced materials, processes, devices, and systems. Starting from molecular level concepts and principles offers exciting opportunities for targeted design and exquisite tuning of material/system properties for specific applications. Focusing on use-inspired research driven by sustainability will lead to substantial societal benefits. Artificial Intelligence (AI) is a powerful tool that is rapidly transforming almost every aspect of society. By integrating AI with molecular engineering, this research traineeship will open new horizons for engineering complex, multifunctional materials, processes, and systems within a modern framework of sustainability, and will dramatically accelerate scientific discovery and technological innovation. This National Science Foundation Research Traineeship (NRT) award to the University of Chicago (UChicago) will train a new generation of graduate student leaders at the frontiers of knowledge in AI-enabled molecular engineering of materials and systems for sustainability. The program will train nearly one hundred and fifty (150) students, including twenty (20) directly funded by this grant, by intentionally integrating transferrable professional skills with interdisciplinary technical skills ranging from materials science to computer science and social science into the curricular design and thesis research projects. Through a strategic partnership with Argonne National Laboratory and with industrial collaborators, the program will further leverage world-class expertise and unique facilities to train students toward a range of research and research-related career pathways, both within and outside academia. Graduates from the NRT program will be equipped with technical and professional skills to effectively lead an interdisciplinary team to responsibly solve global challenges in a rapidly evolving environment. Technical content will be delivered through existing core molecular engineering courses, and through four new courses with relevant modules specifically designed to teach students how to use Argonne’s world-class facilities such as Advanced Photon Sources – Upgrade (APS-U), Aurora exascale supercomputer, and Materials Engineering Research Facility (MERF). Students will take part in specifically designed professional training programs, particularly in science communication, teaching & mentoring, leadership & management, and career exploration and preparedness. NRT trainees will be co-advised by a team consisting of a UChicago faculty, an Argonne scientist, and an industry advisor to provide the most enriching experience for graduate students. They will carry out team-based, convergent research projects in molecular engineering of various soft and hard materials and assembly of these materials into systems toward water, energy, polymer, and sustainability applications. The project will lead to sustainable training programs at UChicago including a new MS degree program in computational molecular engineering. The program is fully dedicated to deepening the educational impact on Science, Technology, Engineering, and Mathematics (STEM) diversity through partnership with NSF INCLUDES and minority-serving institutions. The program has the potential to serve as a national model for training next-generation AI-empowered graduate student leaders through strategic, inclusive university-national laboratory-industry partnerships.The NSF Research Traineeship (NRT) Program is designed to encourage the development and implementation of bold, new potentially transformative models for STEM graduate education training. The program is dedicated to effective training of STEM graduate students in high priority interdisciplinary or convergent research areas through comprehensive traineeship models that are innovative, evidence-based, and aligned with changing workforce and research needs.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.
期刊论文(6)
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Rapid, Sensitive, Label-Free Electrical Detection of SARS-CoV-2 in Nasal Swab Samples
鼻拭子样本中 SARS-CoV-2 的快速、灵敏、无标记电检测
DOI:
10.1021/acsami.3c00331
发表时间:
2023
期刊:
ACS Applied Materials & Interfaces
影响因子:
9.5
作者:
[Jang, Hyun-June, Zhuang, Wen, Sui, Xiaoyu, Ryu, Byunghoon, Huang, Xiaodan, Chen, Min, Cai, Xiaolei, Pu, Haihui, Beavis, Kathleen, Huang, Jun]
通讯作者:
Huang, Jun
Learned Reconstruction of Protein Folding Trajectories from Noisy Single-Molecule Time Series
从嘈杂的单分子时间序列中学习重建蛋白质折叠轨迹
DOI:
--
发表时间:
2023
期刊:
Journal of chemical theory and computation
影响因子:
5.5
作者:
[Topel, Maximilian, Ejaz, Ayesha, Squires, Allison, Ferguson, Andrew L.]
通讯作者:
Ferguson, Andrew L.
Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Cloud
旋转不变随机特征为 3D 点云上的机器学习提供了强大的基础
DOI:
--
发表时间:
2023
期刊:
Transactions on machine learning research
影响因子:
--
作者:
[Owen Melia, Eric Jonas]
通讯作者:
Owen Melia, Eric Jonas
DOI:
10.1017/psa.2023.8
发表时间:
2022-06
期刊:
Philosophy of Science
影响因子:
1.7
作者:
[Eamon Duede]
通讯作者:
Eamon Duede
Remote Floating-Gate Field-Effect Transistor with 2-Dimensional Reduced Graphene Oxide Sensing Layer for Reliable Detection of SARS-CoV-2 Spike Proteins
具有二维还原氧化石墨烯传感层的远程浮栅场效应晶体管,用于可靠检测 SARS-CoV-2 刺突蛋白
DOI:
10.1021/acsami.2c04969
发表时间:
2022
期刊:
ACS Applied Materials & Interfaces
影响因子:
9.5
作者:
[Jang, Hyun-June, Sui, Xiaoyu, Zhuang, Wen, Huang, Xiaodan, Chen, Min, Cai, Xiaolei, Wang, Yale, Ryu, Byunghoon, Pu, Haihui, Ankenbruck, Nicholas]
通讯作者:
Ankenbruck, Nicholas
Collaborative Research: DMREF: Accelerated Design of Redox-Active Polymers for Metal-Free Batteries
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批准号:2119673
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项目类别:Standard Grant
-
资助金额:$96.84万
-
财政年份:2021
-
负责人:Juan De Pablo
-
依托单位:
Sustainable Materials and Manufacturing Virtual Square Table
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批准号:2127823
-
项目类别:Standard Grant
-
资助金额:$7.51万
-
财政年份:2021
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负责人:Juan De Pablo
-
依托单位:
Planning Grant: Engineering Research Center for Microscale Autonomous Device Engineering (MADE)
-
批准号:1840557
-
项目类别:Standard Grant
-
资助金额:$9.57万
-
财政年份:2018
-
负责人:Juan De Pablo
-
依托单位:
EFRI CEE: Epigenomic Regulation Over Multiple Length Scales: Understanding Chromatin Modifications Through Label Free Imaging and Multi-Scale Modeling
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批准号:1830969
-
项目类别:Standard Grant
-
资助金额:$199.99万
-
财政年份:2018
-
负责人:Juan De Pablo
-
依托单位:
MRI: Acquisition of a high-performance GPU-based computer for advanced multiscale materials modeling
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批准号:1828629
-
项目类别:Standard Grant
-
资助金额:$99.95万
-
财政年份:2018
-
负责人:Juan De Pablo
-
依托单位:
Chromatin Structure and Dynamics from Nanometer to Micrometer Length Scales
-
批准号:1818328
-
项目类别:Standard Grant
-
资助金额:$37.42万
-
财政年份:2018
-
负责人:Juan De Pablo
-
依托单位:
Frontiers of Molecular Design and Engineering - Junior Researcher Travel Scholarships
-
批准号:1840839
-
项目类别:Standard Grant
-
资助金额:$2.0万
-
财政年份:2018
-
负责人:Juan De Pablo
-
依托单位:
A Unified Framework for Description of Lyotropic and Active Liquid Crystals Far from Equilibrium
-
批准号:1710318
-
项目类别:Standard Grant
-
资助金额:$36.11万
-
财政年份:2017
-
负责人:Juan De Pablo
-
依托单位:
Fundamental studies of liquid crystal nanodroplets
-
批准号:1410674
-
项目类别:Continuing Grant
-
资助金额:$34.5万
-
财政年份:2014
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负责人:Juan De Pablo
-
依托单位:
Workshop on Molecular Interfaces in Fluids and Materials Warsaw, Poland on June 18-21, 2014, at Warsaw University
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批准号:1303454
-
项目类别:Standard Grant
-
资助金额:$8.98万
-
财政年份:2013
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负责人:Juan De Pablo
-
依托单位:
Polyglutamine Folding and Aggregation - Molecular Structure and Pathways
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批准号:1264021
-
项目类别:Continuing Grant
-
资助金额:$35.5万
-
财政年份:2013
-
负责人:Juan De Pablo
-
依托单位:
Workshop on the Materials Genome Initiative, and the Synergy Between Computation and Experiment
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批准号:1259216
-
项目类别:Continuing Grant
-
资助金额:$12.19万
-
财政年份:2012
-
负责人:Juan De Pablo
-
依托单位:
Fundamental Molecular-Level Studies of Polyglutamine Folding and Early-Stage Aggregation
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批准号:0755730
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2008
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负责人:Juan De Pablo
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依托单位:
MRSEC: MRSEC on Nanostructured Interfaces
-
批准号:0520527
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项目类别:Cooperative Agreement
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资助金额:$1148.0万
-
财政年份:2005
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负责人:Juan De Pablo
-
依托单位:
Collaborative Research: NSF-EC Cooperative Activity in Computational Materials Research: Multiscale Modeling of Nanostructured Interfaces for Biological Sensors
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批准号:0503940
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项目类别:Continuing Grant
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资助金额:$26.65万
-
财政年份:2005
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负责人:Juan De Pablo
-
依托单位:
ASTATPHYS-MEX-2003 and Advanced Materials Workshop to be held in Puerto Vallarta, Mexico, August 24 - 29, 2003
-
批准号:0329768
-
项目类别:Standard Grant
-
资助金额:$0.75万
-
财政年份:2003
-
负责人:Juan De Pablo
-
依托单位:
The North-American Lectures in Thermodynamics, Interfacial Science and Materials Design
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批准号:0318806
-
项目类别:Standard Grant
-
资助金额:$1.68万
-
财政年份:2003
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负责人:Juan De Pablo
-
依托单位:
Fundamental Molecular Studies of Complex Fluids for Preservation of Biological Systems
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批准号:0218357
-
项目类别:Standard Grant
-
资助金额:$19.17万
-
财政年份:2002
-
负责人:Juan De Pablo
-
依托单位:
The North-American Lectures in Thermodynamics and Applied Statistical Mechnics
-
批准号:0124308
-
项目类别:Standard Grant
-
资助金额:$1.5万
-
财政年份:2001
-
负责人:Juan De Pablo
-
依托单位:
MRSEC: Nanostructured Materials and Interfaces
-
批准号:0079983
-
项目类别:Cooperative Agreement
-
资助金额:$1174.0万
-
财政年份:2000
-
负责人:Juan De Pablo
-
依托单位:
国内基金
海外基金
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批准号:31702099
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批准年份:2014
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