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Staff scientist at the Center for Nanoscale Materials
He has developed a research program exploring materials discovery, synthesis, characterization, and processing. We are leading the discovery of new low-dimensional materials, the exploration of novel synthesis and characterization, and tailoring material properties.
Dr. Marius Stan is the Intelligent Materials Design Lead in the Argonne National Laboratory’s Applied Materials division. Stan is a computational physicist and chemist interested in complexity, non-equilibrium thermodynamics, heterogeneity, and materials design for energy and electronics applications. He uses artificial intelligence, machine learning, and multi-scale computer simulations to understand and predict properties and evolution of complex physical systems.
Stan came to Argonne and the University of Chicago in 2010, from Los Alamos National Laboratory. He is a Senior Fellow at the University of Chicago’s Computation Institute (CI) and a senior Fellow of the Northwestern-Argonne Institute for Science and Engineering (NAISE).
The goal of Stan’s research is to discover or design materials, structures, and device architectures for energy applications, such as nuclear energy and energy storage, and for the new generation computers. To that end, he develops theory-based (as opposite to empirical) mathematical models of thermodynamic and chemical properties of imperfect materials. The imperfection comes from defects or deviations from stoichiometry (e.g., in battery electrodes), from irradiation (e.g. in nuclear fuels), or doping (e.g. computer memory devices). Then Stan uses the models in computer simulations of coupled heat and chemical transport, micro(nano)-structure evolution, phase-stability, and phase transformations. To analyze large and complex experimental and computational data sets, Stan uses Bayesian analysis and machine learning methods based on regression and evolutionary (genetic) algorithms that can produce robust data screening and sampling. In parallel, Stan designs experiments to validate the models and simulations.
Dr. Washington currently serves on multiple committees both at SRNL and in the Aiken community. These include the Conduct of R&D safety council, Diversity Board of Directors for SRNS, and the former Board of Directors Chairman and current member for Habitat for Humanity. He is an also an Adjunct Professor at USC Aiken in the chemistry department.
Dr. Yao is a theoretical and computational physicist, developing methods, algorithms, and codes to address condensed matter physics and materials science problems. With a degree of B.S. in department of intensive instruction in 2000 and M.S. in physics in 2003 from Nanjing University, China, he obtained his Ph.D. in physics from Iowa State University in 2009. After graduation, he took a postdoc position in Ames Laboratory. He was promoted to assistant scientist in 2011, associate scientist in 2015, and senior theoretical physicist in 2019, with an adjunct faculty position in department of Physics and Astronomy at Iowa State University. He is currently leading projects in the development of quantum computing approaches to solve ground state and dynamical properties of correlated quantum materials within the Gutzwiller quantum-classical embedding framework. He is also a key developer of the Gutzwiller density functional theory and rotationally-invariant Slave-Boson method and software.
Matthew Kramer has been Division Director for Materials Sciences and Engineering (DMSE) since 2014. He is also an adjunct professor of Materials Science and Engineering at Iowa State University. As DMSE director, Kramer oversees budgets, proposal preparation, Materials Preparation Center administration, and Sensitive Instrument Facility oversight. DMSE includes 13 FWPs (BES funded), EFRC CATS, approximately 13 additional DOE funded projects, and a small number of Strategic Partnership Projects. Kramer joined Ames Laboratory in 1988, specializing in the areas Structure and properties of glass forming metallic alloys, aperiodic intermetallic alloys, permanent magnets and high temperature alloys, development of in situ time resolved methods using electron microscopy and high energy X-ray diffraction, analytical electron microscopy, and advanced imaging techniques for understanding rapid solidification. He holds B.S. and M.S degrees in geo mechanics and geology from the University of Rochester and a Ph.D. in geology from Iowa State University.