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May9
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Data-driven Accelerated Materials Discovery with High-throughput Computing and Statistical Learning
Presented by: Wei Chen
Abstract: Accelerating the discovery of advanced materials is essential for sustainable development and manufacturing innovation. In the talk, I will discuss how the integration of high-throughput computing and modern statistical learning can help uncover the missing piece for accelerated materials design. Overviews of high-throughput projects will be given to illustrate the power of autonomous computing workflows in mapping the tensor properties of inorganic materials. Specifically, I will talk about the development of a comprehensive database of elastic tensors and its contribution to the discovery of a new class of thermoelectric materials. In combination with a newly developed statistical learning framework, the elasticity database has been leveraged to design superhard materials and explore high-entropy alloys. The ability to quantify how microscale parameters affect the macroscale material properties marks an important step towards the ab initio prediction of material design rules. Moving beyond bulk phenomena of materials, the surface property is the new frontier for high-throughput materials research. I will introduce a recent effort in applying high-throughput surface calculations in the discovery of low-band-gap photoelectrocatalytic materials for direct fuel generation from sunlight. Twelve new water oxidation photoelectrocatalysts have been identified from computations and verified by experiments.
Bio: Wei Chen obtained his BSc in Materials Science and Engineering from Shanghai Jiao Tong University and PhD in Materials from Northwestern University with Prof. Chris Wolverton. He was a postdoctoral fellow at Lawrence Berkeley National Laboratory working with Dr. Kristin Persson between 2012 and 2015. At LBNL, he was the primary contributor to the Materials Project, spearheading the development of major computational databases in elastic, piezoelectric, dielectric and transport properties of materials. He joined Illinois Institute of Technology in 2015 as an Assistant Professor in the Department of Mechanical, Materials and Aerospace Engineering. His work focuses on the integration of theory, computation and statistical learning to accelerate materials discovery and design.
TIME Tuesday, May 9, 2017 at 4:00 PM - 5:00 PM
LOCATION L361 Technological Institute map it
CONTACT Department Office matsci@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering
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Apr22
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
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-Policy & ProceduresTIME Monday, April 22, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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Apr25
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Thursday, April 25, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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Apr29
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Monday, April 29, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May2
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Thursday, May 2, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May6
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In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Monday, May 6, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May8
EVENT DETAILSmore info
lessThe Center for Scientific Studies in the Arts is a collaboration between the Art Institute of Chicago and materials science-related departments at Northwestern University to pursue objects-based and objects-inspired scientific research. Materials research benefits ongoing work in conservation, archaeology, art history, and curatorial scholarship.
Learn how the Center uses materials research to care for art objects in sustainable, innovative ways with Maria Kokkori, Northwestern Associate Professor of Electrical and Computer Engineering and Senior Scientist in the Center for Scientific Studies in the Arts. She will be in conversation with Corey Byrnes, Northwestern Associate Professor of Chinese Culture and co-founder/co-director of the Environmental Humanities Workshop in Kaplan Humanities Center.
This event is presented by the McCormick School of Engineering and Applied Science in conjunction with exhibition Actions for the Earth: Art, Care & Ecology.
TIME Wednesday, May 8, 2024 at 6:00 PM - 7:30 PM
LOCATION Block Museum of Art, Mary and Leigh map it
CONTACT Block Museum of Art block-museum@northwestern.edu EMAIL
CALENDAR Block Museum of Art
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May9
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-Policy & ProceduresTIME Thursday, May 9, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May13
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-Policy & ProceduresTIME Monday, May 13, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May16
EVENT DETAILS
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Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Thursday, May 16, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May20
EVENT DETAILS
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Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Monday, May 20, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May23
EVENT DETAILS
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Thursday, May 23, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May27
EVENT DETAILS
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Monday, May 27, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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May30
EVENT DETAILS
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Brought to you by the MSE Resource Center & MSE Finance Team
Every Mondays & Thursdays 10-11am
In-person Availability to assist with:-Purchasing/Procurement methods
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-Policy & ProceduresTIME Thursday, May 30, 2024 at 10:00 AM - 11:00 AM
LOCATION 2036, Cook Hall map it
CONTACT Wade Tischhauser wade@northwestern.edu EMAIL
CALENDAR Department of Materials Science and Engineering (MatSci)
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Jun10
EVENT DETAILSmore info
lessMcCormick School of Engineering PhD Hooding and Master’s Degree Recognition Ceremony
TIME Monday, June 10, 2024 at 9:00 AM - 11:00 AM
LOCATION Welsh-Ryan Arena
CONTACT Amy Pokrass amy.pokrass@northwestern.edu EMAIL
CALENDAR McCormick School of Engineering and Applied Science
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Jun10
TIME Monday, June 10, 2024 at 2:00 PM - 4:00 PM
LOCATION Welsh-Ryan Arena
CONTACT Amy Pokrass amy.pokrass@northwestern.edu EMAIL
CALENDAR McCormick School of Engineering and Applied Science