Projects per year
Personal profile
Personal profile
Dr. Jiaqi Wang received his bachelors degree from Jiangsu University in 2015, and masters and Ph.D. degrees in mechanical engineering and computational materials science from the University of Tennessee, Knoxville, in 2018 and 2020, respectively. He has been a research assistant professor at Westlake University since September of 2020 and now an assistant professor in Wisdom Lake Academy of Pharmacy, Xi’an Jiaotong-Liverpool University. He has received the Yates Dissertation Fellowship, Graduate Professional Promise, and Outstanding MABE graduate student award from the University of Tennessee, Knoxville. Wangs research lies at the intersection of computational materials science (i.e., molecular dynamics, ab initio calculations) and machine learning (as well as deep learning) to accelerate the design of biological materials such as peptides and proteins for various applications (e.g., hydrogels, drugs, vaccines, and semiconductors). He has published in leading journals such as Nature Communications, Advanced Science, Briefings in Bioinformatics, Advanced theory and Simulations, etc., as first or co-first author. (Email: Jiaqi.Wang02@xjtlu.edu.cn, Office: SD334B)
Please visit https://www.x-mol.com/groups/Jiaqi-WANG for more details~
Research interests
Applications of machine learning in computational biology/material Science/chemistry: (1) discovery of peptide drugs, cosmetics, hydrogels, etc.; (2) acceleration of simulation clock of ab initio MD
Computational understanding of atomistic-scale dynamics/kinetics: (1) binding dynamics of protein and ligand; (2) self-assembling mechanisms of peptides; (3) joining of nanoparticles/nanowires
Experience
2023.10 - present, Assistant Professor, Xi’an-Jiaotong Liverpool University, Suzhou, P. R. China
2023.09, Visiting Scholar, The University of Adelaide, Adelaide, Australia
2022.09 - 2023.10, Research Assistant Professor, Westlake University (WU), Hangzhou, P. R. China
2020.09 - 2022.09, Postdoctoral Researcher, Westlake University, Hangzhou, P. R. China
2017.02 - 2020.05, Research Assistant, Oak Ridge National Lab, Oak Ridge, United States
2017.02 - 2020.05, Graduate Research Assistant, University of Tennessee, Knoxville (UTK), United States
2015.08 - 2017.01, Graduate Teaching Assistant, University of Tennessee, Knoxville, United States
2014.02 - 2015.06, Undergraduate Research Assistant, Jiangsu University, Zhenjiang, P. R. China
2013.09 - 2014.01, Undergraduate Research Assistant, Chienkuo Technology University, Changhua, Taiwan
Teaching
2016 Fall, 2017 Spring, and 2018 Fall/Spring, Mechanical Engineering 344, “Heat Transfer”, instructor: Seungha Shin, University of Tennessee, Knoxville
2018 Spring, Materials Science and Engineering 614, “Modelling Simulation in Materials Science Engineering: Classical Mechanics”, instructor: David J. Keffer, University of Tennessee, Knoxville
Awards and honours
Oct 2024, XJTLU SURF 2024 Group Winner
Sep 2024, "Advanced Functional Materials Award", Wiley, Adelaide, Australia
Jan 2022, Outstanding Employee of School of Engineering, Westlake University, China
Apr 2020, Outstanding Graduate Student Award of 2020, UTK, USA
Apr 2019, Yates Dissertation Fellowship, UTK, USA
Mar 2019, Chancellor’s Citation Award of Extraordinary Professional Promise, UTK, USA
Sep 2018, Outstanding Contribution in Reviewing for “Chemical Physics”, ELSEVIER
2016-2018, Summer Pre-College Service Award of the “High School Introduction to Engineering Systems (HITES)” Program, UTK, USA
Nov 2014, Best Presentation Award in “The 21st Tri-University International Joint Seminar and Symposium 2014”, Chiang Mai, Thailand
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD, Computational Materials Science & Mechanical Engineering, The University of Tennessee
Aug 2015 → May 2020
Master, Mechanical Engineering, The University of Tennessee
Aug 2015 → Jun 2018
Bachelor, Automotive Engineering, Jiangsu University
Sept 2011 → Jun 2015
Bachelor, Mechanical Engineering, Chienkuo Technology University Taiwan
Sept 2013 → Feb 2014
Keywords
- Q Science (General)
- Molecular dynamics
- R Medicine (General)
- peptide drugs, antibodies
Person Types
- Staff
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Collaborations and top research areas from the last five years
Projects
- 3 Active
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Design of self-assembly peptides by Human-in-the-Loop
Wang, J., Lu, T., Sun, Y., Zhu, Z., Chen, X., Meng, Y., Tang, J., Feng, Z., Yan, M., Liu, S. & Zhu, Z.
1/09/24 → 31/08/27
Project: Governmental Research Project
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Jiangsu Province Higher Education Key Laboratory of Cell Therapy Nanoformulation (Construction)
Ruan, G., Lee, M. H., Wu, Q., Lu, T., Xu, P., Loo, S., Sun, Y., Kam, A., Liu, X., Wen, X., Zhang, J., Wang, M., Xu, M., Cheng, K., Zhang, X., Song, J., Guo, B., Wang, Y., Wang, J., Wu, S., Yang, J., Fu, L., Zhang, J., Qiao, Y., Chen, Y., Li, T., Huang, D., Gu, J., Zhan, T., Wan, Y., He, Z., Cheng, Y., Leng, J., Qi, M., Ho, J., Sun, Y., Zhang, N., Soe, H. M. S. H., Ling, C. & Zhou, H.
1/07/24 → 30/06/27
Project: Governmental Research Project
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Accelerated Ab Initio Molecular Dynamics with Deep Learning
1/01/22 → 31/12/24
Project: Governmental Research Project
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Accelerated and controlled polymerization of N-carboxyanhydrides assisted by acids
Liu, X., Huang, J., Wang, J., Sheng, H., Yuan, Z., Wang, W., Li, W., Song, Z. & Cheng, J., 24 Apr 2024, In: CCS Chemistry. p. 1-28 28 p.Research output: Contribution to journal › Article › peer-review
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Aggregation Rules of Short Peptides
Wang, J., Liu, Z., Zhao, S., Zhang, Y., Xu, T., Li, S. Z. & Li, W., 3 Sept 2024, In: JACS Au. 4, 9, p. 3567-3580 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Design of Stimuli-Responsive Minimalist Heptad Surfactants for Stable Emulsions
Li, Y., Weng, Y., Hui, Y., Wang, J., Xu, L., Yang, Y., Yang, G. & Zhao, C-X., 15 Oct 2024, In: Communications Materials. 5, 1Research output: Contribution to journal › Article › peer-review
Open Access -
Silk acid-tyramine hydrogels with rapid gelation properties for 3D cell culture
Wang, W., Sun, Z., Xiao, Y., Wang, M., Wang, J. & Guo, C., 1 Oct 2024, In: Acta Biomaterialia. 187, p. 138-148 11 p.Research output: Contribution to journal › Article › peer-review
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Utilizing AI-based models to detect greenwashing behavior in corporations: A case study of Tesla
Wang, J., 26 Feb 2024, Harnessing Technology for Knowledge Transfer in Accountancy, Auditing, and Finance. IGI Global, p. 43-74 32 p.Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review