Sotabase

Career

· Associate Dean of Engineering, Massachusetts Institute of Technology2023–
· Jerry McAfee (1940) Professor in Engineering, Massachusetts Institute of Technology2020–
· Professor of Materials Science and Engineering, Massachusetts Institute of Technology2014–
· Research Scientist, Materials Systems Lab, Massachusetts Institute of Technology2009–2013
· PhD in Materials Science and Engineering, Massachusetts Institute of Technology2007–
· BS in Engineering Science, University of Virginia2000–

Publications (319)

Lithium-Ion Battery Supply Chain Considerations: Analysis of Potential Bottlenecks in Critical Metals
2017
1,177
cited
Materials Synthesis Insights from Scientific Literature via Text Extraction and Machine Learning
2017
412
cited
Improving aluminum recycling: A survey of sorting and impurity removal technologies
2012
361
cited
Material efficiency strategies to reducing greenhouse gas emissions associated with buildings, vehicles, and electronics—a review
Environmental Research Letters · 2019
343
cited
Data-driven materials research enabled by natural language processing and information extraction
Applied Physics Reviews · 2020
265
cited
Autonomous experimentation systems for materials development: A community perspective
2021
251
cited
Comparing Life Cycle Energy and Global Warming Potential of Carbon Fiber Composite Recycling Technologies and Waste Management Options
ACS Sustainable Chemistry and Engineering · 2018
235
cited
A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction
ACS Central Science · 2019
232
cited
Toward a sustainable materials system
Science · 2018
192
cited
Virtual screening of inorganic materials synthesis parameters with deep learning
npj Computational Materials · 2017
167
cited
Machine-learned and codified synthesis parameters of oxide materials
Scientific Data · 2017
162
cited
Perspectives on Cobalt Supply through 2030 in the Face of Changing Demand.
Environmental Science and Technology · 2020
156
cited
Sustainability through alloy design: Challenges and opportunities
2020
143
cited
Charging sustainable batteries
Nature Sustainability · 2022
142
cited
End-of-life LCA allocation methods: Open loop recycling impacts on robustness of material selection decisions
IEEE International Symposium on Sustainable Systems and Technology · 2009
135
cited
A priori control of zeolite phase competition and intergrowth with high-throughput simulations
Science · 2021
128
cited
Innovations to decarbonize materials industries
Nature Reviews Materials · 2021
128
cited
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
Journal of Chemical Information and Modeling · 2018
127
cited
Opportunities and challenges of text mining in aterials research
iScience · 2021
111
cited
Materials selection considerations for high entropy alloys
2017
110
cited
Sotabase
Elsa A. Olivetti | Researcher Profile | Sotabase | Sotabase