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Materials Science and Engineering

Wei Lu

Wei Lu is the James R. Mellor Professor of Engineering, and Professor in the Electrical Engineering and Computer Science department at the University of Michigan – Ann Arbor. His research interest includes in-memory computing systems, neuromorphic computing systems, resistive-random access memory (RRAM) and memristor devices, and neuro-inspired algorithms. Specifically, he is interested in efficient computing ...

Venkat Viswanathan

Research on computational modeling of energy materials design and optimization 1) I led this large research project on developing machine-learning guided materials discovery demonstrating speed-up of over 80% over traditional methods. 2) My research group runs a popular Scientific Machine Learning webinar series: https://micde.umich.edu/news-events/sciml-webinar-series/

Rebecca Lindsey

Research in the Lindsey Lab focuses on using simulation to enable on-demand design, discovery, and synthesis of bespoke materials. These efforts are made possible by Dr. Lindsey’s ChIMES framework, which comprises a unique physics-informed machine-learned (ML) interatomic potential (IAP) and artificial intelligence-automated development tool that enables “quantum accurate” simulation of complex systems on scales overlapping ...

Abdon Pena-Francesch

The BIOINSPIRED MATERIALS LAB is an interdisciplinary research group working on biomaterials science, polymer chemistry, soft matter physics, and nanotechnology, with focus on exploring biological and bioinspired functional materials to develop solutions for healthcare, robotics, and sustainability. Particularly, we are interested in multiscale modeling of soft biomaterials (from molecular dynamics to continuum models) and learning/control ...

Jouha Min

At the Min Lab, we aim to advance the next generation of engineering tools that enable innovative product designs for precision medicine. We integrate core concepts in chemical engineering, biological sciences, and AI/data science, to arrive at innovative engineering solutions to significant health problems. We focus on developing sophisticated nanomaterials-based platform technologies that enable the ...

Vikram Gavini

The Computational Materials Physics group under the direction of Vikram Gavini focuses on developing computational frameworks and algorithms to enable large-scale ab-initio calculations for predictive materials simulations. The two main present thrusts of the group since 2020 are: (i) Developing fast and accurate large-scale density functional theory (DFT) calculations; (ii) Development of a computational framework ...

Liang Qi

My research fields are investigations of the mechanical and chemical properties of materials by applying theoretical and computational tools, including first-principles calculations, atomistic simulations, multiscale modeling, and how to apply machine learning to overcome the size/time scale limitations that widely exist in these computational studies. As shown in the following picture, a recent example of ...

Y Z

YZ’s research can be summarized into two words: Matter and Machine. On the Matter side, his group studies far-from-equilibrium physics. They synergistically combine and push the boundaries of statistical and stochastic thermodynamic theories, accelerated molecular simulations, understandable AI/ML/DS methods, and neutron scattering experiments, with the goal of significantly extending our understanding of a wide range ...

Nicholas Kotov

Nicholas A. Kotov is Irving Langmuir Distinguished University Professor in Chemical Sciences at the University of Michigan. He is a pioneer of theoretical foundations and practical implementations of complex systems from ‘imperfect’ nanoparticles that offer a vast field for the application of data science and machine learning. Chiral nanostructures, biomimetic nanocomposites, and graph theoretical representations ...

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Vikram Gavini

Professor of Mechanical Engineering, College of Engineering

Professor of Materials Science and Engineering, College of Engineering

Sharon Glotzer

Professor of Chemical Engineering, College of Engineering

Professor of Materials Science and Engineering, Professor of Macromolecular Science and Engineering, College of Engineering; Professor of Physics, College of Literature, Science, and the Arts

John Kieffer

Professor of Materials Science and Engineering, College of Engineering

Nicholas Kotov

Professor of Chemical Engineering, College of Engineering

Professor of Macromolecular Science and Engineering, Professor of Materials Science and Engineering, College of Engineering

Rebecca Lindsey

Assistant Professor of Chemical Engineering, College of Engineering

Assistant Professor of Nuclear Engineering and Radiological Sciences, Assistant Professor of Materials Science and Engineering, College of Engineering

Wei Lu

Professor of Mechanical Engineering, College of Engineering

Professor of Materials Science and Engineering, College of Engineering

Wei Lu

Professor of Electrical Engineering and Computer Science, College of Engineering

Professor of Materials Science and Engineering, College of Engineering

Jouha Min

Assistant Professor of Chemical Engineering, College of Engineering

Assistant Professor of Materials Science and Engineering, College of Engineering

Abdon Pena-Francesch

Assistant Professor of Materials Science and Engineering, College of Engineering

Assistant Professor of Chemical Engineering, Assistant Professor of Macromolecular Science and Engineering, College of Engineering