Zhengyuan Shen
Zhengyuan Shen
Applied Scientist at AWS AI
Verified email at
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Synthesis, simulation, and self-assembly of a model amphiphile to push the limits of block polymer nanopatterning
L Barreda, Z Shen, QP Chen, TP Lodge, JI Siepmann, MA Hillmyer
Nano letters 19 (7), 4458-4462, 2019
From order to disorder: computational design of triblock amphiphiles with 1 nm domains
Z Shen, JL Chen, V Vernadskaia, SP Ertem, MK Mahanthappa, ...
Journal of the American Chemical Society 142 (20), 9352-9362, 2020
Development of a PointNet for detecting morphologies of self-assembled block oligomers in atomistic simulations
Z Shen, Y Sun, TP Lodge, JI Siepmann
The Journal of Physical Chemistry B 125 (20), 5275-5284, 2021
Which examples to annotate for in-context learning? towards effective and efficient selection
C Mavromatis, B Srinivasan, Z Shen, J Zhang, H Rangwala, C Faloutsos, ...
arXiv preprint arXiv:2310.20046, 2023
Mixed-type tabular data synthesis with score-based diffusion in latent space
H Zhang, J Zhang, B Srinivasan, Z Shen, X Qin, C Faloutsos, H Rangwala, ...
arXiv preprint arXiv:2310.09656, 2023
Stabilizing a double gyroid network phase with 2 nm feature size by blending of lamellar and cylindrical forming block oligomers
Z Shen, K Luo, SJ Park, D Li, MK Mahanthappa, FS Bates, KD Dorfman, ...
JACS Au 2 (6), 1405-1416, 2022
Automatic table union search with tabular representation learning
X Hu, S Wang, X Qin, C Lei, Z Shen, C Faloutsos, A Katsifodimos, ...
Findings of the Association for Computational Linguistics: ACL 2023, 3786-3800, 2023
Effects of electrolytes on thermodynamics and structure of oligo (ethylene oxide)/salt solutions and liquid–liquid equilibria of a squalane/tetraethylene glycol dimethyl ether …
Z Shen, QP Chen, S Xie, TP Lodge, JI Siepmann
Macromolecules 54 (3), 1120-1136, 2020
Stabilizing gyroid structures by blending or asymmetry of high-χ oligomers
JI Siepmann, D Li, C Zheng, M Mahanthappa, T Lodge, Z Shen
Bulletin of the American Physical Society, 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
K Kong, J Zhang, Z Shen, B Srinivasan, C Lei, C Faloutsos, H Rangwala, ...
arXiv preprint arXiv:2402.14361, 2024
NameGuess: Column name expansion for tabular data
J Zhang, Z Shen, B Srinivasan, S Wang, H Rangwala, G Karypis
arXiv preprint arXiv:2310.13196, 2023
FlexiDock: Compositional diffusion models for flexible molecular docking
Z Wang, B Srinivasan, Z Shen, G Karypis, H Rangwala
Stabilizing Network Phases By Blending of LAM and Cyl Forming High-χ Block Oligomers
JI Siepmann, Z Shen, K Luo, D Li, MK Mahanthappa, TP Lodge
2022 AIChE Annual Meeting, 2022
Molecular Simulation and Design of High-χ Low-N Block Oligomers for Control of Self-Assembly
Z Shen
Factors Influencing the Self-Assembly of Glycolipids into Three-Dimensional Network Phases
K Luo, Z Shen, M Mahanthappa, J Siepmann
2021 AIChE Annual Meeting, 2021
Supporting Data for" Development of a PointNet for Detecting Morphologies of Self-Assembled Block Oligomers in Atomistic Simulations"
Z Shen, Y Sun, TP Lodge, JI Siepmann
Supporting Data for" Effects of Electrolytes on Thermodynamics and Structure of Oligo (ethylene oxide)/Salt Solutions and Liquid–Liquid Equilibria of a Squalane/Tetraethylene …
Z Shen, QP Chen, TP Lodge, JI Siepmann
Molecular Dynamics Simulations for Triblock Oligomers with 1-Nm Self-Assembled Domains
Z Shen, J Chen, V Vernadskaia, TP Lodge, J Siepmann
2020 Virtual AIChE Annual Meeting, 2020
Supporting Data for" From Order to Disorder: Computational Design of Triblock Amphiphiles with 1 nm Domains"
Z Shen, JL Chen, V Vernadskaia, SP Ertem, MK Mahanthappa, ...
Exploring the Limit of Self-Assembly: High-Χ Block Oligomers
Z Shen, L Barreda, Q Chen, MA Hillmyer, TP Lodge, JI Siepmann
2019 AIChE Annual Meeting, 2019
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