Selected peer-reviewed journal publications in STEM education

  1. Wanli Xing, Bo Pei, Shan Li, Guanhua Chen, and Charles Xie, Using Learning Analytics to Support Students' Engineering Design: The Angle of Prediction, Interactive Learning Environments, 2019
  2. Juan Zheng, Wanli Xing, Gaoxia Zhu, Guanhua Chen, Henglv Zhao, and Charles Xie, Profiling Self-Regulation Behaviors in STEM Learning of Engineering Design, Computers & Education, 2019
  3. Robin Samuelsson, Maja Elmgren, Charles Xie, and Jesper Haglund, Going through a Phase: Infrared Camera in a Teaching Sequence on Evaporation and Condensation, American Journal of Physics, 87(7), 577-582, 2019
  4. Jie Chao, Charles Xie, Joyce Massicotte, Corey Schimpf, Jeff Lockwood, Xudong Huang, and Craig Beaulieu, Solarize Your School: A Solar Energy System Design Challenge, The Science Teacher, November/December, 40-47, 2018
  5. Molly H. Goldstein, Senay Purzer, Robin S. Adams, Jie Chao, and Charles Xie, The Relationship between Design Reflectivity and Conceptions of Informed Design among High School Students, European Journal of Engineering Education, 2018
  6. Charles Xie, Corey Schimpf, Jie Chao, Saeid Nourian, and Joyce Massicotte, Learning and Teaching Engineering Design through Modeling and Simulation on a CAD Platform, Computer Applications in Engineering Education, 26(4), 824-840, 2018
  7. Jie Chao, Charles Xie, Saeid Nourian, Guanhua Chen, Siohban Bailey, Molly Goldstein, Senay Purzer, Robin Adams, and Shane Tutwiler, Bridging the Design-Science Gap with Tools: Science Learning and Design Behaviors in a Simulated Environment for Engineering Design, Journal of Research in Science Teaching, 54(8), 1049-1096, 2017
  8. Helen Z. Zhang, Charles Xie, and Saeid Nourian, Are Their Designs Iterative or Fixated? Investigating Design Patterns from Student Digital Footprints in Computer-Aided Design Software, International Journal of Technology and Design Education, 2017
  9. Jesper Haglund, Fredrik Jeppsson, Emil Melander, Ann-Marie Pendrill, Charles Xie, and Konrad Schönborn, Infrared Cameras in Science Education, Infrared Physics and Technology, 75(3), 150-152, 2016
  10. Senay Purzer, Molly Goldstein, Robin Adams, Charles Xie, and Saeid Nourian, An Exploratory Study of Informed Engineering Design Behaviors Associated with Scientific Explanations, International Journal of STEM Education, 2:9, 2015
  11. Charles Xie, Helen Zhang, Saeid Nourian, Amy Pallant, and Siobhan Bailey, On the Instructional Sensitivity of CAD Logs, International Journal of Engineering Education, 30(4), 760-778, 2014
  12. Konrad Schönborn, Jesper Haglund, and Charles Xie, Pupils' Early Explorations of Thermoimaging to Interpret Heat and Temperature, Journal of Baltic Science Education, 13(1), 118-132, 2014
  13. Charles Xie, Helen Zhang, Saeid Nourian, Amy Pallant, and Edmund Hazzard, A Time Series Analysis Method for Assessing Engineering Design Processes Using a CAD Tool, International Journal of Engineering Education, 30(1), 218-230, 2014
  14. Charles Xie and Hee-Sun Lee, A Visual Approach to Nanotechnology Education, International Journal of Engineering Education, 28(5), 1006-1018, 2012
  15. Charles Xie, Interactive Heat Transfer Simulations for Everyone, The Physics Teacher, 50(4), 237-240, 2012
  16. Charles Xie and Edmund Hazzard, Infrared Imaging for Inquiry-Based Learning, The Physics Teacher, 49(6), 368-372, 2011 (FEATURED ARTICLE)
  17. Charles Xie, Robert Tinker, Barbara Tinker, Amy Pallant, Daniel Damelin, and Boris Berenfeld, Computational Experiments for Science Education, Science, 332, 1516-1517, 2011
  18. Charles Xie, Visualizing Chemistry with Infrared Imaging, Journal of Chemical Education, 88(7), 881-885, 2011 (COVER ARTICLE)
  19. Robert Tinker and Charles Xie, Applying Computational Science to Education: the Molecular Workbench Paradigm, Computing in Science and Engineering, 10, 24-27, Sept/Oct, 2008
  20. Qian Xie and Robert Tinker, Molecular Dynamics Simulations of Chemical Reactions for Use in Education, Journal of Chemical Education, 83(1), 77-83, 2006

Selected peer-reviewed journal publications in non-educational research

  1. Molla Hafizur Rahman, Shuhan Yuan, Charles Xie, and Zhenghui Sha, Combining Static and Dynamic Data in Deep Learning to Predict Human Sequential Design Decisions, Design Science, 2019
  2. Molla Hafizur Rahman, Charles Xie, and Zhenghui Sha, A Deep Learning based Approach to Predict Sequential Design Decisions, Journal of Computing and Information Science in Engineering, 2019
  3. Molla Hafizur Rahman, Corey Schimpf, Charles Xie, and Zhenghui Sha, A CAD-Based Research Platform for Data-Driven Design Thinking Studies, Journal of Mechanical Design, 2019
  4. Georgios Archontis, K. A. Watson, Qian Xie, G. Andreou, E. D. Chrysina, S. E. Zographos, N. G. Oikonomakos, M. Karplus, Glycogen Phosphorylase Inhibitors: A Free Energy Perturbation Analysis of Glucopyranose Spirohydantoin Analogues, Proteins Structure Function and Bioinformatics, 61, 984-998, 2005
  5. Spiros Skourtis, Georgios Archontis, and Qian Xie, Electron Transfer through Fluctuating Bridges: On the Validity of the Superexchange Mechanism and Time-Dependent Tunneling Matrix Elements, Journal of Chemical Physics, 115, 9444-9462, 2001
  6. Qian Xie, Georgios Archontis, and Spiros Skourtis, Protein Electron Transfer: A Numerical Study of the Effect of Bridge Motion on the Transfer Dynamics, Chemical Physics Letters, 312, 237-246, 1999
  7. Qian Xie, Dynamics of Adatom Diffusion and Island Morphology Evolution at a Cu(001) Surface, Physica Status Solidi, B 207, 153-170, 1998
  8. Qian Xie and Peng Chen, Semiempirical Tight-Binding Interatomic Potentials Based on the Hubbard Model, Physical Review B 56, 5235-5242, 1997
  9. Wen-Qing Zhang, Qian Xie, Xi-Jin Ge, and Nan-Xian Chen, Interatomic Potentials between Distinct Atoms: First-Principles Calculation and the Lattice Inversion Method, Journal of Applied Physics 82, 578-582, 1997
  10. Qian Xie and Nan-Xian Chen, A Matrix-Inversion Method: Applications to the Möbius Inversion and Deconvolution, Physical Review E 52, 6055-6065, 1995
  11. Qian Xie and Nan-Xian Chen, A Unified Inversion Technique for Fermion and Boson Integral Equation, Physical Review E 52, 351-354, 1995
  12. Qian Xie and Nan-Xian Chen, Recovery of an N-body Potential from a Universal Cohesion Equation, Physical Review B 51, 15856-15860, 1995
  13. Qian Xie and Nan-Xian Chen, Determination of Hydrogen Activation Energy Spectrum in Amorphous Solids from Internal Frictions, Chinese Physics Letters 12, 553-556, 1995
  14. Qian Xie and Mei-Chun Huang, Inverse Lattice Problem and Finnis-Sinclair Model, Chinese Physics Letters 12, 221-224, 1995
  15. Peng Chen, Qian Xie, and Mei-Chun Huang, Calculation of Thermodynamic Properties of Silver Using a Lattice-Inverted Many-Body Potential, Chinese Physics Letters 12, 374-377, 1995
  16. Qian Xie, Wei Xu, and Mei-Chun Huang, Lattice Inversion Method and ab initio Pair Potentials in Cu-Ag, Cu-Au and Ag-Au Intermetallic Compounds, Chinese Physics Letters 12, 12-15, 1995
  17. Qian Xie and Nan-Xian Chen, Self-Consistent Electronic Structure and Total Energy Calculation for Hydrogenized Ni, Al and Their Compounds, Acta Metallurgica Sinica 7(3), 220-223, 1994
  18. Qian Xie and Mei-Chun Huang, Elastic Constants and Phonon Dispersions of Armorphous Copper with the Embedded-Atom Force, Physica Status Solidi B 186, 383-391, 1994
  19. Qian Xie and Mei-Chun Huang, A Lattice Inversion Method to Construct Alloy Pair Potentials for the Embedded-Atom Method, Journal of Physics: Condensed Matter 6, 11015-11025, 1994
  20. Qian Xie and Mei-Chun Huang, Application of the Lattice Inversion Method to the Embedded-Atom Method, Physica Status Solidi B 186, 393-402, 1994
  21. Qian Xie and Mei-Chun Huang, Chen-Möbius Inversion Theorem and a Crystallographic Representation of Directional Family, Physics Letters A 184, 119-126, 1993

Book chapters

  1. Glen Bull, Jennie Chiu, Robert Berry, Hod Lipson, and Charles Xie, Advancing Children's Engineering through Desktop Manufacturing, in Handbook of Research on Educational Communications and Technology, Spector, J. M., et al. (Eds.), Springer, 2014
  2. Charles Xie and Amy Pallant, The Molecular Workbench Software: an Innovative Dynamic Modeling Tool for Nanoscience Education, in Models and Modeling: Cognitive Tool for Scientific Enquiry, Khine, M. S. & Saleh, I. M. (Eds.), Springer, 2011

Selected conference proceedings

  1. Molla Hafizur Rahman , Michael Gashler, Charles Xie, and Zhenghui Sha, Automatic Clustering of Sequential Design Behaviors Based on Function-Behavior-Structure Ontology, Proceedings of the ASME 2018 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, August 26-29, 2018, Quebec City, Canada
  2. Robin S. Adams, Molly Goldstein, Senay Purzer, Jie Chao, Charles Xie, and Saeid Nourian, Traversing the Barriers to Using Big Data in Understating How High School Students Design, in Design Computing and Cognition 2016, J.S. Gero (Ed.), Springer, 2016
  3. Charles Xie, Transforming Science Education with Infrared Imaging, Proceedings of InfraMation 2012, November 6-8, 2012, Orlando, Florida
  4. Charles Xie, Computational Experiments for Science and Engineering Education, Invited paper, MODSIM World Conference and Expo, October 13-15, 2010, Hampton, Virginia
  5. Charles Xie, Edmund Hazzard, and Saeid Nourian, Infusing Technology into Engineering Education, P-12 Engineering and Design Education Research Summit, August 11-13, 2010, Seaside, Oregon

Web publications

  1. Jesper Haglund, Fredrik Jeppsson, David Hedberg, Charles Xie, and Konrad Schönborn, Värmekameror gör det osynliga synligt, Venue, 2014 (in Swedish)
  2. Charles Xie, Yet another Java fractal generator, Java Coffee Break, 1999

Unpublished manuscripts (that were never submitted)

  1. Molecular Dynamics Simulations Beyond the Lennard-Jones Particles
  2. Molecular Dynamics for Everyone: A Technical Introduction to the Molecular Workbench Software
  3. Analytical Long-Range Embedded-Atom Potentials
  4. Computer Simulation of Electron Transfer Dynamics through a Fluctuating Protein

Selected presentations

  1. Charles Xie, Crowdsourcing an Infrared Street View: Citizen Scientists Survey Humanity's Last Line of Defense against Extreme Climates with Infrared Thermography, NSF AISL PI Meeting, Alexandria, VA, 2019
  2. Charles Xie, Crowdsourcing an Infrared Street View with the SmartIR App, Presentation to industry (not disclosed), 2017
  3. Charles Xie, Teaching and Learning Engineering Design with a "Smart" CAD, Presentation to General Motors, 2017
  4. Charles Xie, Crowdsourcing a Virtual Solar Grid, Energy Innovation Forum 2017, Lowell, MA, USA
  5. Charles Xie, Crowdsourcing an Infrared Street View, Energy Innovation Forum 2017, Lowell, MA, USA
  6. Charles Xie, Visualizing Engineering Design Processes of High School Students Using a CAD System, AERA 2016, Washington DC, USA
  7. Charles Xie, Seeing Science beneath the Surface at the Speed of Light, European Science Education Research Association (ESERA), 2015, Helsinki, Finland
  8. Charles Xie, Visualizing Engineering Design with Process Analytics Based on CAD Software, NARST Annual International Conference, April 11-14, 2015, Chicago, IL
  9. Charles Xie, Large-Scale Research on Engineering Design Based on Big Learner Data Logged by a CAD Tool, NSF ECR Inaugural Meeting, December 6, 2013, Alington, VA
  10. Charles Xie, Natural User Interfaces and Science Education, HCI+ISE Conference, June 11-14, 2013, Albuquerque, NM
  11. Charles Xie, A Visual Approach to Nanotechnology Education, Micro Nano Technology Conference, May 21-23, 2013, Minneapolis, MN
  12. Charles Xie, A Time Series Analysis Method for Assessing Engineering Design Processes Using a CAD Tool, NARST Annual International Conference, April 6-9, 2013, Rio Grande, Puerto Rico
  13. Charles Xie, Teaching Science with IR Imaging, Keynote, Inframation 2012, November 6-8, 2012, Orlando, Florida