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If we have seen further, it is by standing
on the shoulders of Giants.
– Isaac Newton
2026
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Bioplastic Products that Can be Degraded On-Demand in Minutes
M. Srivastava, H. Choudhary, D. Varisco, M. Hsu, P.-Y. Chen, R. Goodman, S. Raghavan*
(Under Review)
98/
MXenes: A Roadmap on Synthesis, Processing, and Applications
97/
Machine Learning-Driven Optimization of Bacterial Extracellular Vesicle Production via Multi-Stimulation Strategies
S. Shrestha,^ R. D. Kirian,^ T. Chen, M.-K. Hsieh, T.-C. Chung, D. Kim, D. Steinman, J. B. Klauda, H. C. Zierden,* P.-Y. Chen*
(Under Review)
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Scalable Discovery of Sustainable Biobased Packaging via Multimodal Predictive Modeling for Improved Postharvest Preservation
Y. Li,^ T. Chen,^ P. Ma,^ T.-C. Chung, B. Zhou, L. Wu, A. R. Golatkar, S. Mukta, J. M. Little, H. C. Whitley, Y. Luo, Q. Wang, G. Curtzwiler, L. Hu, T. Li, P.-Y. Chen*
(In Revision)
95/
A Robotics and Machine Learning Integrated Workflow for Discovering All-Natural Plastic Substitutes
Y. Li,^ A. T. Sose,^ T. Chen, P.-Y. Chen*
Nature Protocols (Accepted)
94/
Predictive Discovery of Sustainable Biopolymers for Circularity-by-Design
S. Shrestha,^ Y. Li,^ T. Le, P.-Y. Chen*
Cell Circularity (Accepted)
93/
Chiral Molecular Intercalation Enables Light-Controlled 2D Multiferroic Heterostructures
Z. Wang, Y. Hu, Z. Fang, Y. Wang, P. Yan, J. Sun, M. Lopez, R. Stadel, Y. Niu, J. Little, Q. Yan, P.-Y. Chen, C. Gong, J. Bennett, G. Gu, Q. Li, Z. Chen, T. Woehl, E. Rodriguez, K. Liu, S. Ren*
Nano Letter (2026). Link
92/
Vapor-Phase Pillarization of MXenes for Engineering Hierarchical Interlayer Porosity
S. Luo, A. Kamali, J. M. Little, A. Warty, J. K. Keum, P.-Y. Chen, Y. Kwak, H. K. Kim, D. G. Vlachos, K. Zhang, J. Yang, D. Liu*
J. Mater. Chem. A (2026). Link
91/
Predictive Design of Stretchable Electrodes with Strain-Insensitive Performance via Robotics- and Machine Learning-Integrated Workflow
H. Yang, Q. Chen, T. Chen, Y. Li, E. A. Norris, J. M. Little, J. Sun, S. Shrestha, E. Chen, S. Ren, T. Li,* P.-Y. Chen*
Nature Communications (2026). Link
2025
90/
Metal Ion Release Assembly: A Versatile Strategy for Scalable and Tunable 2D-Material Coatings
J. M. Little, S. Li, Y. Li, L. Wu, A. Huseynli, S. Srivastava, J. R. Coggins, T. Li, T. J. Woehl, P.-Y. Chen*
ACS Nano 19, 34628 (2025). Link
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From Molecules to Machines: A Multiscale Roadmap to Intelligent, Multifunctional Soft Robotics
Y. Li,^ S. Schreiber,^ H. Yang, M. Liu, J. M. Little, Y. Luo, Y. Bao,* C.-J. Shih,* H. Bai,* P.-Y. Chen*
Chemical Review 125, 8123 (2025). Link
88/
Plastic-Waste Hydrogenolysis Over Two-Dimensional MXene-Supported Ruthenium Catalysts with Tunable Interlayer Spacing
A. Kamali, J. M. Little, S. Luo, A. Chen, A. Warty, A. Bhowmick, J. Moncada, E. Jahrman, B. Vance, J. K. Keum, T. J. Woehl, P.-Y. Chen, D. Vlachos, D. Liu*
Chem Catalysis 5, 101459 (2025). Link
87/
Machine Learning Guided Design of Nerve‐On‐A‐Chip Platforms with Promoted Neurite Outgrowth
T.-C. Chung,^ C.-C. Liang,^ M.-W. Huang, T. Chen, J. M. Little, S. Shrestha, Y.-C. Li, I-C. Lee,* P.-Y. Chen*
Advanced Functional Materials 35, 2506074 (2025). Link
Selected as Frontispiece
86/
Optimizing Microgreen Cultivation through Post-crosslinked Hydrogel Substrates with Enhanced Porosity and Structural Integrity
E. Evensen, Z. Teng, Y. Mao, P.-Y. Chen, I. Ortiz, Y. Li, T. Yang, J. Fonseca, Y. Luo*
International Journal of Biological Macromolecules 309, 142905 (2025). Link
85/
Lightweight, Strong, Hydrostable, Bendable, Rolled-Up, and Biodegradable Straws Enabled by Nano-and Microarchitecture Tuning of the Wood Cell Wall and Molecular Welding Strategy
S. He, T. Chen, Y. Li, J. M. Little, C.-C. Liang, Y. Wu, I-C. Lee, P.-Y. Chen*
Advanced Sustainable Systems 9, 2400737 (2025). Link
84/
Self‐Healing and Stretchable Molecular Ferroelectrics with High Expandability
Z. Wang, H. Yang, L. Zhu, Q. Wang, L. Quan, P.‐Y. Chen, S. Ren*
Advanced Functional Materials 35, 2417180 (2025). Link
2024
82/
Systems and Methods for Discovery of Polymer Composites Formed of Natural Materials
P.-Y. Chen, T. Chen, L. Hu
US Patent App. 18/590,397. Link
81/
Machine Intelligence Accelerated Design of Conductive MXene Aerogels with Programmable Properties
S. Shrestha, K. J. Barvenik, T. Chen, H. Yang, Y. Li, M. M. Kesavan, J. M. Little, H. C. Whitley, Z. Teng, Y. Luo, E. Tubaldi,* P.-Y. Chen*
Nature Communication 15, 4685 (2024). Link
Highlighted in UMD News
Highlighted in NAE Frontiers of Engineering News
80/
Machine Intelligence-Accelerated Discovery of All-Natural Plastic Substitutes
T. Chen,^ Z. Pang,^ S. He,^ Y. Li, S. Shrestha, J. M. Little, H. Yang, T.-C. Chung, J. Sun, I-C. Lee, T. J. Woehl, T. Li,* L. Hu,* P.-Y. Chen*
Nature Nanotechnology 19, 782 (2024). Link
Highlighted in UMD News
Highlighted in Nature Nanotechnology News & Views
79/
Mechanically Driven Assembly of Biomimetic 2D-Material Microtextures with Bioinspired Multifunctionality
Y. Li, L. Jing, J. M. Little, H. Yang, T.-C. Chung, P.-Y. Chen*
Nano Research 17, 663 (2024). Link
Highlighted in The Nano Research Young Innovators Awards in Bio-Inspired Nanomaterials
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