Publications
R. P. Ferreira, R. Ding, F. X. Zhang, H. H. Pu, C. Donnat*, Y. X. Chen*, and J. H. Chen*, “Expediting Field-Effect Transistor Chemical Sensor Design with Neuromorphic Spiking Graph Neural Networks," Accepted to Molecular Systems Design & Engineering.
R. Ding, J. G. Lu, X. B. Wang, X. B. Zhang, M. H. Shao, Y. X. Chen*, and J. H. Chen*, “Synergistic Integration of Domain Knowledge, Data Mining, and Adaptive Learning for Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts: A Comprehensive Workflow Bridging Experiments and Theoretical Insights," Accepted to Science Advances.
C. I. Tsang, H. H. Pu, and J. H. Chen*, “Multiscale simulation and machine learning facilitated design of two-dimensional nanomaterials-based tunnel field-effect transistors: a review," Accepted to APL Machine Learning.
H. J. Jang, R. Ghosh, W. Zhuang, Y. Q. Wang, X. A. Shi, H. H. Pu, B. Ryu, J. Hui, M. C. Hersam, and J. H. Chen*, “Fine Tuning of Electrical Characteristics of Inkjet Printed Graphene for Physical and Chemical Sensing," Accepted to ACS AMI.
B. Ryu+, W. Zhuang+, H. J. Jang, Z. W. Gao, Y. Q. Wang, and J. H. Chen*, “A Portable and Reusable Sensor System Based on Graphene for Real-Time and Sensitive Detection of Lead Ions in Water," Accepted to Environmental Science: Nano, DOI: 10.1039/D4EN00884G, 2025.
H. H. Pu, J. R. Zhang, C. Liang, M. C. Hersam, S. J. Rowan, W. Chen, S. Chaudhuri, E. A. Ainsworth, D. K. Lee, J. Claussen, Y. X. Chen, R. Willett, J. B. Dunn, and J. H. Chen*, "Sustainable Manufacturing Paradigm to Address Grand Challenges of Sustainability and Climate Change," Accepted to ACS Sustainable Resource Management.
Z. W. Gao, L. Q. Wang, X. K. Huang, C. Benmore, H. H. Pu, J. G. Wen, M. K. Y. Chan, and J. H. Chen*, "Computational Modeling-Assisted Selective Single-Atom Adsorption for Precise Lead Removal in Tap Water via Capacitive Deionization," Accepted to Water Research.
R. Ding, J. H. Chen*, Y. X. Chen*, J. G. Liu, Y. Bando, and X. B. Wang*, "Unlocking the Potential: Machine Learning-Assisted Electrocatalyst Design for Electrochemical Hydrogen Energy Transformation," Accepted to Chemical Society Reviews.
H. J. Jang, H. Joung, A. Goncharov, A. G. Kanegusuku, C. W. Chan, K. T. J. Yeo, W. Zhuang, A. Ozcan*, and J. H. Chen*, "Deep Learning-based Kinetic Analysis in Paper-based Analytical Cartridges Integrated with Field-Effect Transistors," Accepted to ACS Nano.
X. K. Huang, H. Y. You, X. L. Yan, O. J. Borkiewicz, K. M. Wiaderek, J. Hui, M. Hersam, S. Chaudhuri, S. Rowan, and J. H. Chen*, "Environmentally Sustainable Lithium-ion Battery Cathode Binders Based on Cellulose Nanocrystals," Accepted to Journal of Materials Chemistry A.
X. B. Zhang, W. Zhuang, N. J. Zaluzec, and J. H. Chen*, "Direct Evidence of Phosphate Binding on Ferritin Based on Quantitative Elemental Analysis at the Single-Particle Level," Accepted to Microscopy &Microanalysis, 2024.
W. Zhuang, H. J. Jang, X. Y. Sui, B. H. Ryu, Y. Q. Wang, H. H. Pu, and J. H. Chen*, "Enhancing Electrochemical Sensing through Molecular Engineering of Reduced Graphene Oxide-Solution Interfaces and Remote Floating-Gate FET Analysis," ACS Applied Materials & Interfaces 16, 21, 27961-27968, DOI: 10.1021/acsami.4c03999, 2024.
A. Slates, S. McAlexander, J. Nolan, J. Pablo, J. H. Chen*, H. Johnson*, L. Brinson*, “Partnerships and Collaboration Drive Innovative Graduate Training in Materials Informatics,” Science Advances, 10(18), DOI: 10.1126/sciadv.adp74, 2024.
C. Googin, H. H. Pu, and J. H. Chen*, "Exploring the Water-Energy-Food (WEF) Nexus through an Industry Perspective on New Technology," Accepted to NAI Technology & Innovation, 2024.