Shengfeng Yang

Shengfeng Yang

Assistant Professor of Mechanical Engineering (Purdue University in Indianapolis)

SL 260E
723 W. Michigan St.
Indianapolis, IN 46202
shengfengyang@purdue.edu
Phone: 7654957754

Degrees

  • Ph.D. Mechanical Engineering, University of Florida, 12/2014
  • M. S. Computer Science, The University of Texas at Austin, 05/2024
  • M.S. Solid Mechanics, Huazhong University of Science and Technology, 06/2010
  • B.S. Engineering Mechanics, Huazhong University of Science and Technology, 06/2008

Research Interests

  • Semiconductor and Microelectronics
  • Machine Learning and Artificial Intelligence
  • Computational Modeling and Simulation
  • Interfaces and Defects in Materials
  • Materials for Sustainable Energy

Selected Publications

  • Y. Wang, A. Kazemi, T. Jing, Z. Ding, L. Li, S. Yang. Rapid prediction of grain boundary network evolution in nanomaterials utilizing a generative machine learning approach. Extreme Mechanics Letters, 2024; 70, 102172

  • Y. Wang, G. Lin, S. Yang. Integrating uncertainty into deep learning models for enhanced prediction of nanocomposite materials' mechanical properties. APL Machine Learning, 2024; 2, 016112

  • Q. Han, Y. Wang, Y. Zhang, S. Yang. First-principles study of vacancy interaction with grain boundaries of tungsten under tensile strains. Computational Materials Science, 2021; 200, 110760

  • N. Wang, D. Korba, Z. Liu, R. Prabhu, M. Priddy, S. Yang, L. Chen, L. Li. Phase-field-lattice Boltzmann method for dendritic growth with melt flow and thermosolutal convection-diffusion. Computer Methods in Applied Mechanics and Engineering, 2021; 385, 114026

  • X. Zhou, T. Li, Y. Cui, M. Meyerson, J. Weeks, C. Mullins, S. Yang, Y. Liu, L. Zhu. Litium trapping in germanium nanopores during delithiation process, Applied Materials Today, 2021; 24, 101140

  • A. Kazemi, S. Yang. Effects of magnesium dopants on grain boundary migration in aluminum-magnesium alloys, Computational Materials Science, 2021; 188,110130

  • T. Hu, S. Yang (Co-First Author), N. Zhou, Y. Zhang, J. Luo. Role of disordered bipolar complexions on the sulfur embrittlement of nickel general grain boundaries, Nature Communications, 2018; 9,2764

  • S. Yang, N. Zhou, H. Zheng, S. Ong, J. Luo. First-order interfacial transformations with a critical point: Breaking the symmetry at a symmetric tilt grain boundary. Physical Review Letters, 2018; 120,085702

  • X. Chen, W. Li, L. Xiong, Y. Li, S. Yang, Z. Zheng, D. McDowell, Y. Chen. Ballistic-diffusive phonon heat transport across grain boundaries. Acta Materialia, 2017; 136,335-365

  • S. Yang, N. Zhang, Y. Chen. Concurrent atomistic-continuum simulation of polycrystalline strontium titanate. Philosophical Magazine, 2015; 95(24), 2697-2716

  • S. Yang, Y. Chen. Concurrent atomistic and continuum simulation of bi-crystal strontium titanate with tilt grain boundary. Proceedings of The Royal Society A, 2015; 471, 20140758

  • S. Yang, L. Xiong, Q. Deng, Y. Chen. Concurrent atomistic and continuum simulation of strontium titanate. Acta Materialia, 2013; 61(1), 89-102