Spremljaj
Shengli (Bruce) Jiang
Shengli (Bruce) Jiang
Postdoctoral Associate, Princeton University
Preverjeni e-poštni naslov na princeton.edu - Domača stran
Naslov
Navedeno
Navedeno
Leto
Understanding the electrochemical properties of naphthalene diimide: implication for stable and high-rate lithium-ion battery electrodes
Y Shi, H Tang, S Jiang, LV Kayser, M Li, F Liu, F Ji, DJ Lipomi, SP Ong, ...
Chemistry of Materials 30 (10), 3508-3517, 2018
862018
Highly compact, free-standing porous electrodes from polymer-derived nanoporous carbons for efficient electrochemical capacitive deionization
F Ji, L Wang, J Yang, X Wu, M Li, S Jiang, S Lin, Z Chen
Journal of materials chemistry A 7 (4), 1768-1778, 2019
502019
Fast predictions of liquid-phase acid-catalyzed reaction rates using molecular dynamics simulations and convolutional neural networks
AK Chew, S Jiang, W Zhang, VM Zavala, RC Van Lehn
Chemical science 11 (46), 12464-12476, 2020
312020
Convolutional neural nets in chemical engineering: Foundations, computations, and applications
S Jiang, VM Zavala
AIChE Journal 67 (9), e17282, 2021
30*2021
Using machine learning and liquid crystal droplets to identify and quantify endotoxins from different bacterial species
S Jiang, JH Noh, C Park, AD Smith, NL Abbott, VM Zavala
Analyst 146 (4), 1224-1233, 2021
282021
Accurate characterization of mixed plastic waste using machine learning and fast infrared spectroscopy
S Zinchik, S Jiang, S Friis, F Long, L Høgstedt, VM Zavala, E Bar-Ziv
ACS Sustainable Chemistry & Engineering 9 (42), 14143-14151, 2021
262021
Graph neural network architecture search for molecular property prediction
S Jiang, P Balaprakash
2020 IEEE International conference on big data (big data), 1346-1353, 2020
252020
Using ATR-FTIR spectra and convolutional neural networks for characterizing mixed plastic waste
S Jiang, Z Xu, M Kamran, S Zinchik, S Paheding, AG McDonald, E Bar-Ziv, ...
Computers & Chemical Engineering 155, 107547, 2021
242021
Capturing molecular interactions in graph neural networks: A case study in multi-component phase equilibrium
S Qin, S Jiang, J Li, P Balaprakash, RC Van Lehn, VM Zavala
Digital Discovery 2 (1), 138-151, 2023
162023
Sensing gas mixtures by analyzing the spatiotemporal optical responses of liquid crystals using 3D convolutional neural networks
N Bao, S Jiang, A Smith, JJ Schauer, M Mavrikakis, RC Van Lehn, ...
ACS sensors 7 (9), 2545-2555, 2022
112022
Scalable synthesis of uniform nanosized microporous carbon particles from rigid polymers for rapid ion and molecule adsorption
F Ji, Y Shi, M Li, S Jiang, G Chen, F Liu, Z Chen
ACS applied materials & interfaces 10 (30), 25429-25437, 2018
72018
Online characterization of mixed plastic waste using machine learning and mid-infrared spectroscopy
F Long, S Jiang, AG Adekunle, V M Zavala, E Bar-Ziv
ACS Sustainable Chemistry & Engineering 10 (48), 16064-16069, 2022
62022
2020 IEEE International conference on big data (big data)
S Jiang, P Balaprakash
52020
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search
S Jiang, S Qin, RC Van Lehn, P Balaprakash, VM Zavala
arXiv preprint arXiv:2307.10438, 2023
32023
Convolutional neural networks: Basic concepts and applications in manufacturing
S Jiang, S Qin, JL Pulsipher, VM Zavala
Artificial Intelligence in Manufacturing, 63-102, 2024
22024
Scalable extraction of information from spatiotemporal patterns of chemoresponsive liquid crystals using topological descriptors
S Jiang, N Bao, AD Smith, S Byndoor, RC Van Lehn, M Mavrikakis, ...
The Journal of Physical Chemistry C 127 (32), 16081-16098, 2023
22023
Property-Guided Generation of Complex Polymer Topologies Using Variational Autoencoders
S Jiang, AB Dieng, M Webb
2024
Robust plastic waste classification using wavelet transform multi-resolution analysis and convolutional neural networks
F Long, S Jiang, E Bar-Ziv, VM Zavala
Computers & Chemical Engineering 181, 108516, 2024
2024
Fast Computational Topology for the Real-Time Analysis of Chemical Sensor Data
D Laky, S Jiang, V Zavala
2023 AIChE Annual Meeting, 2023
2023
Characterization of Chemoresponsive Liquid Crystals Using Topological Descriptors and Machine Learning
S Jiang, N Bao, A Smith, NL Abbott, V Zavala
2022 AIChE Annual Meeting, 2022
2022
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