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Shengli (Bruce) Jiang
Shengli (Bruce) Jiang
Postdoctoral Associate, Princeton University
Bestätigte E-Mail-Adresse bei princeton.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
912018
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
542019
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
422021
Convolutional neural nets in chemical engineering: Foundations, computations, and applications
S Jiang, VM Zavala
AIChE Journal 67 (9), e17282, 2021
40*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
392021
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
382020
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
382020
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
302021
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
292023
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
182022
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
102022
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
Uncertainty quantification for molecular property predictions with graph neural architecture search
S Jiang, S Qin, RC Van Lehn, P Balaprakash, VM Zavala
Digital Discovery 3 (8), 1534-1553, 2024
62024
Property-guided generation of complex polymer topologies using variational autoencoders
S Jiang, AB Dieng, MA Webb
npj Computational Materials 10 (1), 139, 2024
52024
Convolutional neural networks: Basic concepts and applications in manufacturing
S Jiang, S Qin, JL Pulsipher, VM Zavala
Artificial Intelligence in Manufacturing, 63-102, 2024
42024
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
42023
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
22024
Understanding the interplay between electrocatalytic C(sp3)‒C(sp3) fragmentation and oxygenation reactions
C Lucky, S Jiang, CR Shih, VM Zavala, M Schreier
Nature Catalysis 7 (9), 1021-1031, 2024
12024
Accelerating Multicomponent Phase-Coexistence Calculations with Physics-informed Neural Networks
S Dhamankar, S Jiang, M Webb
2024
Physics-Guided Neural Networks for Transferable Prediction of Polymer Properties
S Jiang, M Webb
2024
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