Symposium Organizers
Roger French, Case Western Reserve University
Elizabeth Dickey, North Carolina State University
Raymundo Arroyave, Texas A&M University
Hiroyuki Fukuyama, Tohoku University
BI01.01: Data Science in Materials Education and Methods Development
Session Chairs
Raymundo Arroyave
Elizabeth Dickey
Monday PM, December 02, 2019
Hynes, Level 2, Room 203
1:30 PM - *BI01.01.01
Data Science—The New Critical Capability for Every Materials Scientist
Kristen Brosnan1
GE Global Research1
Show AbstractAbstracts will be published on November 4.
2:00 PM - *BI01.01.02
Transforming the Science of Materials through the Science of Information—A Pedagogical Perspective
Krishna Rajan1
University at Buffalo, The State University of New York1
Show AbstractAbstracts will be published on November 4.
2:30 PM - *BI01.01.03
Machine Learning and Data Science in the MSE Undergraduate Program
Elizabeth Holm1
Carnegie Mellon University1
Show AbstractAbstracts will be published on November 4.
3:30 PM - *BI01.01.04
Open-Source Tools for Materials Informatics—Atomate, Matminer and Matscholar
Anubhav Jain1
Lawrence Berkeley National Laboratory1
Show AbstractAbstracts will be published on November 4.
4:00 PM - BI01.01.05
Materials Software Workshop and Outreach at DOE Materials Genome Innovation for Computational Software (MAGICS) Center
Ken-ichi Nomura1,Aiichiro Nakano1,Priya Vashishta1,Rajiv Kalia1
University of Southern California1
Show AbstractAbstracts will be published on November 4.
4:15 PM - *BI01.01.06
Incorporating the Principles of Compressed Sensing/Inpainting and Machine Learning into the Implementation of Advanced TEM Methods
Nigel Browning1,2,3,B. Layla Mehdi1,2,Houari Amari1,Heath Bagshaw1,Matthew Bilton1,Andrew Stevens3,Christopher Buurma3
University of Liverpool1,Pacific Northwest National Laboratory2,Sivananthan Laboratories3
Show AbstractAbstracts will be published on November 4.
4:45 PM - BI01.01.07
Semantic Exploration of Nanowires Technological Trend and Scientific Advancement
Vasilii Kaliteevskii1
Lappeenranta University of Technology1
Show AbstractAbstracts will be published on November 4.
BI01.02: Poster Session: Data-Driven Pedagogy and Research
Session Chairs
Raymundo Arroyave
Elizabeth Dickey
Roger French
Hiroyuki Fukuyama
Monday PM, December 02, 2019
Hynes, Level 1, Hall B
8:00 PM - BI01.02.01
Development of Data Scientists for Interdisciplinary Environments Such as Materials Science
Samy Baladram1,Kazunori Yamada1,Takuro Nakayama1,Yinxing Li1,Roger French2,Mitsuyuki Nakao1
Tohoku University1,Case Western Reserve University2
Show AbstractAbstracts will be published on November 4.
8:00 PM - BI01.02.02
Pathway toward Sustainable Development of Next Generation Photovoltaics Focused on Materials—A Detailed Study on Research Trends through Bibliometrics
Jun-Seok Yeo1
Korea Institute of Science and Technology1
Show AbstractAbstracts will be published on November 4.
8:00 PM - BI01.02.03
Designing Laboratory Activities for Undergraduate Synthetic Materials Chemistry Course
Brandon Burnett1
Weber State University1
Show AbstractAbstracts will be published on November 4.
8:00 PM - BI01.02.04
Developing Selective Absorbers for Solar Water Heating as a Holistic Materials Undergraduate Research Experience
Kristin Rabosky1,Corey Collatz1,Colin Inglefield1
Weber State University1
Show AbstractAbstracts will be published on November 4.
8:00 PM - BI01.02.05
Regressional Generative Adverserial Network for Inverse Material Design
Jian Lin1
University of Missouri-Columbia1
Show AbstractAbstracts will be published on November 4.
8:00 PM - BI01.02.06
From Stored Data to Data Stories—Jupyter and R Notebooks for Reproducible Materials Informatics
Paul Kowalczyk1
Solvay1
Show AbstractAbstracts will be published on November 4.
Symposium Organizers
Roger French, Case Western Reserve University
Elizabeth Dickey, North Carolina State University
Raymundo Arroyave, Texas A&M University
Hiroyuki Fukuyama, Tohoku University
BI01.03: Data Driven Innovation in Graduate and Undergraduate Education
Session Chairs
Tuesday AM, December 03, 2019
Hynes, Level 2, Room 203
8:30 AM - *BI01.03.01
National Science Foundation Initiatives to Catalyze Advances in Graduate Education
Laura Regassa1
National Science Foundation1
Show AbstractAbstracts will be published on November 4.
9:00 AM - BI01.03.02
Data-Enabled Discovery and Design of Energy Materials (D3em)—Structure of an Interdisciplinary Materials Design Graduate Program
Raymundo Arroyave1,Debra Fowler1,Patrick Shamberger1,Douglas Allaire1,Joseph Ross1
Texas A&M University1
Show AbstractAbstracts will be published on November 4.
9:15 AM - *BI01.03.03
Opportunities for Merging Materials and Data Science in Graduate and Undergraduate Education
Yaroslava Yingling1,Elizabeth Dickey1,Ashleigh Wright1
North Carolina State University1
Show AbstractAbstracts will be published on November 4.
9:45 AM - BI01.03.04
Challenges and Opportunities in the Development of Data Science Skills in Undergraduate Materials Education—A Perspective from Mexico
Yareli Rojas-Aguirre1,Yara Almanza-Arjona1,Jesús Alejandro-Cruz1,Lorena Meza-Puente1,Marlene Covarrubias-Sánchez1
Universidad Nacional Autónoma de México1
Show AbstractAbstracts will be published on November 4.
10:30 AM - *BI01.03.05
Data-Driven Materials Design—Educational Needs to Harness Legacy Data for New Materials Development
Jennifer Carter1
Case Western Reserve University1
Show AbstractAbstracts will be published on November 4.
11:00 AM - BI01.03.06
Student Inquiry of Precipitate Morphologies Using an Online GUI for PRISMS-PF
Susan Gentry1,Stephen DeWitt2,Mingwei Zhang1
University of California, Davis1,University of Michigan2
Show AbstractAbstracts will be published on November 4.
11:15 AM - *BI01.03.07
Microstructural Analysis in Python for Materials Data Science
Daniela Ushizima1,2,Silvia Miramontes-Lizarraga1,2,Michael Macneil1,Dilworth Parkinson1
Lawrence Berkeley National Laboratory1,University of California, Berkeley2
Show AbstractAbstracts will be published on November 4.
11:45 AM - BI01.03.08
Nucleation and Growth of AlN—A Case Study of the Challenges in Blending Materials Science and Data Science in an International Collaboration
Masayoshi Adachi1,Benjamin Pierce2,Ahmad Karimi2,Laura Wilson2,Roger French2,Jennifer Carter2,Hiroyuki Fukuyama1
Tohoku University1,Case Western Reserve University2
Show AbstractAbstracts will be published on November 4.
BI01.04: Novel Experiential Learning and Best Practices in Data-Driven Materials Education
Session Chairs
Roger French
Yaroslava Yingling
Tuesday PM, December 03, 2019
Hynes, Level 2, Room 203
1:30 PM - *BI01.04.01
The Informatics Skunkworks—Undergraduate Research at the Interface of Data Science and Science and Engineering
Dane Morgan1
University of Wisconsin-Madison1
Show AbstractAbstracts will be published on November 4.
2:00 PM - BI01.04.02
Hackathons Foster Collaboration between Materials and Data Scientists
Brian Reich1,Ashleigh Wright1,Ralph Smith1,Elizabeth Dickey1
North Carolina State University1
Show AbstractAbstracts will be published on November 4.
2:15 PM - *BI01.04.03
Teaching Machine Learning and Artificial Intelligence in Materials through Experiential Learning
Joshua Tappan1
Citrine Informatics1
Show AbstractAbstracts will be published on November 4.
2:45 PM - BI01.04.04
SonicAtomic—New Interactive Sonification Interface for Students with Visual Impairment Assisting Multi-Dimensional Scientific Data Analysis
Thomas Watts1,Ahlam Lee2,Roberto Myers3,Jinwoo Hwang3
Cornell University1,Xavier University2,The Ohio State University3
Show AbstractAbstracts will be published on November 4.
3:00 PM - *BI01.04.05
An Overview of Educational Efforts in Materials Data Science at Northwestern
Christopher Wolverton1
Northwestern University1
Show AbstractAbstracts will be published on November 4.
3:30 PM - BI01.04.06
Learnings from Developing a Materials Data Science Curricula for Undergraduates and Graduate Students
Roger French1
Case Western Reserve University1
Show AbstractAbstracts will be published on November 4.
3:45 PM - BI01.04.07
Experiences of MIT MechE Faculty Integrating Machine Learning into Teaching
Tonio Buonassisi1,George Barbastathis1
Massachusetts Institute of Technology1
Show AbstractAbstracts will be published on November 4.
4:00 PM - BI01.04.08
Intellectual Community as a Bridge of Interdisciplinary Graduate Education in Materials Data Science
Debra Fowler1,Chi-Ning Chang1,Clint Patterson1,Raymundo Arroyave1
Texas A&M University1
Show AbstractAbstracts will be published on November 4.
4:15 PM - BI01.04.09
Changes in the Number of Doctoral Degree Holders in Computational Materials Science in Japan During the Last 50 years—Text Data Mining Analysis on the Difference between Research Universities and Education-Oriented Universities
Yayoi Terada1,Tetsuo Mohri1
Tohoku Univ1
Show AbstractAbstracts will be published on November 4.