FESE青年论坛（线上篇）| 前沿聚焦•人工智能/机器学习
会议议程
时间：5月10日 20:00-22:30
语言：英语
主席：Dr. Xing Xie(Georgia Institute of Technology, USA, FESE青年编委)
Dr. Joe Bozeman(GeorgiaInstitute of Technology, USA, FESE青年编委)
Dr. Shouliang Yi (National EnergyTechnology Laboratory, USA, FESE青年编委）Opening ceremony
Keynotes
Dr. Yongsheng Chen
(Georgia Institute of Technology, USA)
"Artificial Intelligence for Food-Energy-Water Nexus Applications"
ABSTRACT
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Food-Energy-Water nexus (FEWs) has been identified as one of the key grand challenges in the 21st century by The National Academy of Sciences, Engineering and Medicine. Artificial intelligence (AI) has demonstrated its great potential to address complex problems involving both sustainability and resilience of Food/Energy/Water Systems. Here, I present some applications of machine learning and deep learning to address some challenges in FEWs applications. My talk includes quantitate structure-activity relationship models for contaminant control, membrane design for water reuse and nutrient recovery, membrane system operational performance optimization, algal biomass production for biofuel and CO2 capture, and H2 production from photocatalysis. All of these successful applications demonstrate that the potential of artificial intelligence in solving the challenges in complex and dynamic systems.
Dr. Xiaonan Wang
(Tsinghua University, China)
"Smart systems engineering contributing to an intelligent carbon-neutral future"
ABSTRACT
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In light of the pressing environmental and climate change challenges, smart approaches are indispensable for sustainable development towards a net-zero future. Advances in artificial intelligence (AI), especially machine learning (ML), provide an enormous variety of smart tools for processing complex data and information generated from experimental and computational research, as well as industrial applications. Different ML strategies can be utilized at each stage of material characterization, property prediction, synthesis, and theory paradigm discovery to accelerate the whole development process. Ultimately, these smart technologies could enable autonomous materials discovery, system design, process optimization, and all aspects of the model industry, thereby facilitating improvement in energy efficiency, emission reduction, and eventually the realization of carbon neutrality target.
Q&A when each keynote ends
Panel discussion
Panelists:
Dr. Huichun (Judy) Zhang
(Case Western Reserve University, USA)
Dr. Zhiyong (Jason) Ren
(Princeton University, USA)
Dr. Tiezheng Tong
(Colorado State University, USA)
Dr. Omar Asensio
(Georgia Institute of Technology, USA)
Dr. ThemaMonroe-White
(Berry College, USA)
直播信息
本次论坛将采用网络直播方式，共有3个直播平台，与会人员可自由选择平台参会。直播平台会将收集提问，并转给会议主席；中、英文提问均可。
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主讲嘉宾 简介
Yongsheng Chen
Georgia Institute of Technology
Professor and Director of Nutrients Energy Water Center for AgTechhttps://sites.gatech.edu/newcenter/Dr. Yongsheng Chen is a Professor in the School of Civil and Environmental Engineering at Georgia Institute of Technology, the Director of Nutrients Energy Water Center for AgTech. He also holds a position of an Adjunct Professor at Arizona State University. Dr. Chen’s research interests include environmental nanotechnology; membrane technology for sustainable energy and nutrients recovery, and Food-Energy-Water Nexus; and machine learning for sustainable membrane material screening, system integration, and process optimization. He has served as PI/co-PI on sponsored research projects totaling more than $41M, of which, $ 18.5 M has been, or is being, spent in his laboratory. He has published over 190 archival refereed papers. His citation exceeds 16,000 and he has an impressive H-index of 62. He has received numerous accolades, including the CAPEES / Nanova Lifetime Achievement Award, the American Chemical Society Editor’s Award, the Georgia Institute of Technology’s Sustained Research Award and Multidisciplinary Research Award, Sigma Xi Best PhD Student Dissertation Advisor Award, and AEESP Outstanding PhD Student advisor Award. His work has been recognized by more than 20 national and international media outlets including Forbes, C&EN, AEESP, The Atlanta Journal-Constitution (AJC), and Water Environment Federation.
Xiaonan Wang
Tsinghua University
Dr Xiaonan Wang is currently an associate professor in the Department of Chemical Engineering at Tsinghua University. She received her BEng from Tsinghua University in 2011 and PhD from University of California, Davis in 2015. After working as a postdoctoral research associate at Imperial College London, she joined the National University of Singapore (NUS) as an assistant professor since 2017 and later became an adjunct associate professor. Her research focuses on the development of intelligent computational methods including multi-scale modelling, optimization, data analytics and machine learning for applications in advanced materials, energy, environmental and manufacturing systems to support smart and sustainable development. She is leading a Smart Systems Engineering research group at NUS and Tsinghua of more than 20 team members as PI and also the deputy director of the Accelerated Materials Development programme in Singapore (S$25M funding). She has published more than 100 peer-reviewed papers, organized and chaired several international conferences, and delivered more than 50 presentations and invited talks at conferences and universities on five continents. She is an editorial board member of 10 SCI journals e.g., Applied Energy, Advanced Intelligent Systems. She was recognized as a World’s Top 2% Scientists, AIChE-SLS Outstanding Young Principal Investigator, Young Researcher Award for Engineering Sustainable Development, IChemE Global Awards Young Researcher finalist and selected for Royal Society International Exchanges Award, as well several best paper awards at IEEE and Applied Energy conferences and journals. She is also a program lead of the Association of Pacific Rim Universities (APRU)’s Sustainable Waste Management Program and advisory board member of several international organizations.
5/10
2022
20:00-22:30
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