Elizabeth Holm
Professor, Materials Science and Engineering
Prior to joining Carnegie Mellon in 2012, Professor Elizabeth Holm spent 20 years as a computational materials scientist at Sandia National Laboratories working on simulations to improve processes for lighting manufacture, microcircuit aging and reliability, and the processing and welding of advanced materials. Holm obtained her B.S.E. in materials science and engineering from the University of Michigan, S.M. in ceramics from MIT, and dual Ph.D. degrees in materials science and engineering, and scientific computing from the University of Michigan. Active in professional societies, Holm has received several honors and awards, is a Fellow of ASM International, the 2013 president of The Minerals, Metals, and Materials Society, an organizer of several international conferences, and has been a member of the National Materials Advisory Board. Holm has authored or co-authored over 110 publications.
The Computer Vision Approach to 3-D Printing
Automatically Evaluating Microstructures
Behind the Researcher: Materials in the Moment
Education
1992 Ph.D., Materials Science and Engineering and Scientific Computing, University of Michigan
1989 SM, Ceramics, Massachusetts Institute of Technology
1987 BSE, Materials and Metallurgical Engineering, University of Michigan
Affiliations
Research Interests
- additive manufacturing
- advanced materials processing and manufacturing
- computational materials science and engineering
- computer vision
- interfaces
- machine learning
- materials computation and informatics
- materials science & engineering
- metallurgy & metallurgical engineering
- microstructural science
- multiscale modeling
- nanomaterials
Media mentions
CMU Materials Science and Engineering
Holm awarded AIME honorary membership
MSE’s Elizabeth Holm received an Honorary Membership in the American Institute of Mining Metallurgical and Petroleum Engineers for her outstanding service to The Minerals, Metals, and Materials Society and distinguished scientific achievements in computational materials science and engineering.
CMU Engineering
Data-frugal deep learning optimizes microstructure imaging
Compared to other computer-vision methods, Elizabeth Holm’s approach to characterizing material microstructure requires only 30-50 images to save researchers an abundance of time and money.
CMU Engineering
Refuting a 70-year approach to predicting material microstructure
Researchers at Carnegie Mellon University have developed a new microscopy technique that maps material microstructure in three dimensions; results demonstrate that the conventional method for predicting materials’ properties under high temperature is ineffective.
the Manufacturing Futures Institute
AI and the future of manufacturing
A panel of manufacturing experts discuss the critical role that artificial intelligence has in strengthening the U.S. economy, improving global competitiveness, elevating national security, and supporting the reliability and robustness of our supply chain.
2021 Engineering faculty award winners selected
Congratulations to the 2021 CMU Engineering Faculty Awards winners.
ASM International
Holm selected as the ASM Edward DeMille Campbell Memorial Lecturer for 2021
MSE’s Liz Holm has been selected by ASM International as the ASM Edward DeMille Campbell Memorial Lecturer for 2021.
CMU Engineering
Celebrating Engineers’ Week
Carnegie Mellon University’s College of Engineering is excited to celebrate Engineers’ Week 2021.
CMU Engineering
Behind the Researcher
The College of Engineering is known for our cutting-edge research, academic rigor, and amazing students, but you might be surprised by some of the other talents of our award-winning faculty.
CMU Engineering
CMU and CCDC ARL announce new cooperative agreement
Carnegie Mellon University (CMU) and the U.S. Army Combat Capabilities Development Command’s Army Research Laboratory (ARL) have entered into a $3.5 million cooperative agreement that supports machine learning-enabled additive manufacturing.
US News
Holm quoted on college and career
MSE’s Liz Holm was quoted in US News on what a material engineering is and what do do with a materials engineering degree.
The Minerals, Metals and Materials Society
Holm receives service award from TMS
MSE’s Elizabeth Holm received the 2020 Alexander Scott Distinguished Service Award from The Minerals, Metals and Materials Society.
CMU Engineering
Air Force partnership to fuse AI and materials research
CMU and Air Force Research Laboratory establish 5-year, $7.5M Center of Excellence in data-driven materials research.