Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: A Workshop

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One of the major challenges in materials science today is developing materials that can survive and function in extreme environments, such as the high-radiation environments found in a fission or fusion reactor or the ultra-high temperature experienced by a hypervelocity vessel or a spacecraft traveling through Earths atmosphere on its return to the planets surface. What is needed to discover such materials was the topic of a 2-day workshop held at the National Academies of Sciences, Engineering, and Medicine on October 5-6, 2022. That workshop, titled Materials in Extreme Environments: New Monitoring Tools and Data-Driven Approaches, brought together an international collection of experts on the testing and measurement of materials in extreme environments and on discovering and developing new materials. This Proceedings of a Workshop recaps the presentations and discussions that took place during the 2 days of the workshop.

Publication information

76 pages · 7 x 10 · paperback
ISBN Paperback: 0-309-70226-7
ISBN Ebook: 0-309-70227-5
DOI: https://doi.org/10.17226/26983

Suggested citation

National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press.

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Olivia A. Graeve

Olivia A. Graeve (http://graeve.ucsd.edu/) joined the University of California San Diego in 2012 and is currently Jacobs Faculty Scholar and Professor in the Department of Mechanical and Aerospace Engineering, Director of the CaliBaja Center for Resilient Materials and Systems (http://resilientmaterials.ucsd.edu/), and Director of the Materials Science and Engineering Program. She holds a Ph.D. in Materials Science and Engineering (2001) from the University of California, Davis, and a Bachelor of Science degree in Structural Engineering (1995) from the University of California San Diego. Her area of research focuses on the design and processing of new materials for extreme environments, including extremes of temperature, pressure, and radiation. Prof. Graeve has been involved in many activities related to the recruitment and retention of women and Hispanic students in science and engineering and has received several prestigious awards including the Presidential Award for Excellence in Science, Mathematics and Engineering Mentoring in 2020. She has been inducted into the Tijuana Walk of Fame (2014), the Mexican Academy of Engineering (2016), the Mexican Academy of Sciences (2019), the Latin American Academy of Sciences (2022), and has been named Fellow of the American Ceramic Society (2017) and of the American Association for the Advancement of Science (2021).

Stefano Curtarolo

Stefano Curtarolo is the Edmund T. Pratt, Jr. Distinguished Professor of Materials Science, Electrical Engineering and Physics, and the director of the Center for Autonomous Materials Design at Duke University. Curtarolo’s research interests lie at the intersection of materials science, artificial intelligence, and autonomous discovery of new materials. Current research focuses on theory and discovery of disordered super-hard and ultra-high-temperature ceramics and machine learning approaches to phase stability of alloys. Curtarolo directs the Center for Autonomous Materials Design, which has started and currently maintains the AFLOW international data consortium about materials-information and tools for millions of compounds. The Center and the consortium have also organized several educational and outreach initiatives in accelerated materials design [aflow.org/seminars/]. Curtarolo currently leads a MURI team, awarded in 2021, on “SPICES: Spinodal-hardened high-entropy ceramics.” Curtarolo has received many national/international awards and recognitions (e.g., ONR Yip, NSF Career, PECASE, IUPAP, Humboldt-Bessel, Highly-Cited 2021). Curtarolo earned a Ph.D. in materials science and engineering from the Massachusetts Institute of Technology.

Karin Dahmen

Karin Dahmen is a professor in the Physics Department at the University of Illinois at Urbana-Champaign. Before joining the faculty at University of Illinois in 1999, Dahmen was a junior fellow at Harvard University. Dahmen’s research interests are in soft condensed matter physics, including nonequilibrium dynamical systems, hysteresis, avalanches, earthquakes, population biology, and disorder-induced critical behavior. Dahmen is also interested in other aspects of condensed matter physics and mathematical physics, and in areas of biophysics and geophysics, where methods of condensed matter physics can be fruitfully applied. Dahmen is a fellow of the American Physical Society, an Alfred P. Sloan Foundation Research Fellow, and was awarded a Guggenheim fellowship in 2016. Dahmen earned a Ph.D. in physics from Cornell University.

Alisdair Richard Davey

Alisdair Richard Davey is the Daniel K. Inouye Solar Telescope (DKIST) Data Center Scientist. Davey provides an interface between the data center staff and the scientific staff. Davey is responsible for the quality of the calibrated data to be distributed to the solar and Heliospheric communities. Research areas include atomic physics, solar physics including space weather and computer vision for solar feature and event detection. In addition, Davey is one of the principal architects of the Virtual Solar Observatory providing homogenous access to heterogeneous data to the community for the last 20 years. Davey has more recently taken part in a NASA workshop to create a data discovery service that enables access to all of NASA’s science data and was part of the @HDMIEC RCN Working Group which published a white paper on Uniform Semantics and Syntax of Solar Observations and Event. Davey earned a Ph.D. in atomic physics from the University College London.

Saryu Jindal Fensin

Saryu Jindal Fensin is a staff scientist in material science at Los Alamos National Laboratory. Research interests focus on the role of heterogeneities and defects on this behavior. Fensin’s unique skills are related to coupling both experiments and modeling efforts to not only understand the mechanisms that contribute to damage in metals but also working with modeling collaborators in implementing some of these insights into the current strength and damage models. Fensin’s skills in this area are nationally recognized as demonstrated by requests for external collaborations in SSAA and other projects (UCSD, Penn State, Johns Hopkins, UC Berkeley, Case Western and Texas A&M), requests to review proposals for BES, NSF and NNSA and requests to review articles for premier journals in the field. Fensin earned a Ph.D. in materials science and engineering from the University of California, Davis.

Andrew Murphy Minor

Andrew Murphy Minor is a professor at the University of California, Berkeley in the Department of Materials Science and Engineering and also holds a joint appointment at the Lawrence Berkeley National Laboratory as the Facility Director of the National Center for Electron Microscopy in the Molecular Foundry. Minor’s honors include the LBL Materials Science Division Outstanding Performance Award (2006 & 2010), the AIME Robert Lansing Hardy Award from TMS (2012) and the Burton Medal from the Microscopy Society of America (2015), and President-elect of the Microscopy Society of America. Minor earned a Ph.D. in materials science and engineering from the University of California, Berkeley.

Andres Munoz-Jaramillo

Andres Munoz-Jaramillo is a senior research scientist at the Southwest Research Institute and a visiting scholar at UCAR's High Altitude Observatory (HAO) and the National Solar Observatory (NSO) in Boulder, Colorado. Research interests include understanding and predicting the solar magnetic cycle and its impact on solar variability, space climate, and terrestrial climate change. Munoz-Jaramillo uses advanced techniques of deep learning, data mining and analysis, and data visualization to accelerate discovery from large volumes of data. Awarded a Jack Eddy Postdoctoral Fellowship and the American Geophysical Union’s Fred L. Scarf award. Munoz-Jaramillo earned a Ph.D. from Montana State University.

Workshop

Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: A Workshop

October 5 - 6, 2022

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What are the most compelling scientific questions frontier of monitoring tools and data-driven approaches for materials in extreme environments?

The National Academies' Condensed Matter and Materials Research Committee invites you to attend a hybrid workshop on the monitoring tools and data-driven approaches for materials in extreme environments held on October 5-6, 2022 from 10 AM to 5 PM ET in Washington DC and online.

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Linda Walker

lwalker@nas.edu

Disclaimer

It is essential to the National Academies mission of providing evidence-based advice that participants in any of our meetings or events avoid political or partisan statements or commentary and maintain a culture of mutual respect. The statements and presentations during our meetings or events are solely those of the individual participants and do not necessarily represent the views of other participants or the National Academy of Sciences, which is a non-partisan, tax exempt organization that includes under its Charter the National Academy of Engineering and National Academy of Medicine, and that operates the National Research Council.

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Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: A Workshop

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Linda Walker

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Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: A Workshop

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Featured publication

Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop

Description

Contributors

Committee

Sponsors

Staff

Parent projects

Board on Physics and Astronomy

Condensed Matter and Materials Research Committee

Major units and sub-units

Contact

Contact us

Provide feedback

More like this

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Strengthening Southeast Asian Academia and Industry Biotechnology and Biomanufacturing Safety and Security - A Workshop

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