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Feng Gao
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Geometric scattering for graph data analysis
F Gao, G Wolf, M Hirn
International Conference on Machine Learning, 2122-2131, 2019
1292019
CATMoS: Collaborative acute toxicity modeling suite
K Mansouri, AL Karmaus, J Fitzpatrick, G Patlewicz, P Pradeep, D Alberga, ...
Environmental health perspectives 129 (4), 047013, 2021
942021
Mechanism associated with kaolinite intercalation with urea: combination of infrared spectroscopy and molecular dynamics simulation studies
S Zhang, Q Liu, F Gao, X Li, C Liu, H Li, SA Boyd, CT Johnston, ...
The Journal of Physical Chemistry C 121 (1), 402-409, 2017
482017
The landscape of pioneer factor activity reveals the mechanisms of chromatin reprogramming and genome activation
L Miao, Y Tang, AR Bonneau, SH Chan, ML Kojima, ME Pownall, ...
Molecular Cell 82 (5), 986-1002. e9, 2022
472022
Mechanism responsible for intercalation of dimethyl sulfoxide in kaolinite: Molecular dynamics simulations
S Zhang, Q Liu, H Cheng, F Gao, C Liu, BJ Teppen
Applied clay science 151, 46-53, 2018
392018
Direct prediction of bioaccumulation of organic contaminants in plant roots from soils with machine learning models based on molecular structures
F Gao, Y Shen, JB Sallach, H Li, C Liu, Y Li
Environmental science & technology 55 (24), 16358-16368, 2021
362021
Understanding Graph Neural Networks with Generalized Geometric Scattering Transforms
M Perlmutter, A Tong, F Gao, G Wolf, M Hirn
SIAM Journal on Mathematics of Data Science 5 (4), 873-898, 2023
282023
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
M Perlmutter, F Gao, G Wolf, M Hirn
Mathematical and Scientific Machine Learning, 570-604, 2020
282020
Predicting pesticide dissipation half-life intervals in plants with machine learning models
Y Shen, E Zhao, W Zhang, AA Baccarelli, F Gao
Journal of Hazardous Materials 436, 129177, 2022
262022
Predicting crop root concentration factors of organic contaminants with machine learning models
F Gao, Y Shen, JB Sallach, H Li, W Zhang, Y Li, C Liu
Journal of hazardous materials 424, 127437, 2022
252022
Thermodynamic mechanism and interfacial structure of kaolinite intercalation and surface modification by alkane surfactants with neutral and ionic head groups
S Zhang, Q Liu, H Cheng, F Gao, C Liu, BJ Teppen
The journal of physical chemistry C 121 (16), 8824-8831, 2017
222017
Associations of Childhood and Perinatal Blood Metals with Children’s Gut Microbiomes in a Canadian Gestation Cohort
Y Shen, HE Laue, MJ Shrubsole, H Wu, TR Bloomquist, A Larouche, ...
Environmental Health Perspectives 130 (1), 017007, 2022
192022
Molecular Dynamics Simulation of Basal Spacing, Energetics, and Structure Evolution of a Kaolinite–Formamide Intercalation Complex and Their Interfacial Interaction
S Zhang, Q Liu, F Gao, BJ Teppen
The Journal of Physical Chemistry C 122 (6), 3341-3349, 2018
152018
Interfacial structure and interaction of kaolinite intercalated with N-methylformamide insight from molecular dynamics modeling
S Zhang, Q Liu, F Gao, R Ma, Z Wu, BJ Teppen
Applied clay science 158, 204-210, 2018
142018
Predicting chemical ecotoxicity by learning latent space chemical representations
F Gao, W Zhang, AA Baccarelli, Y Shen
Environment International 163, 107224, 2022
72022
Cell cycle controls long-range calcium signaling in the regenerating epidermis
JL Moore*, D Bhaskar*, F Gao*, C Matte-Martone, S Du, E Lathrop, ...
Journal of Cell Biology 222 (7), e202302095, 2023
62023
Assessing Consumer Buy and Pay Preferences for Labeled Food Products with Statistical and Machine Learning Methods
Y Shen, JA Hamm, F Gao, ET Ryser, W Zhang
Journal of Food Protection 84 (9), 1560-1566, 2021
52021
Free energy change of crystallisation in single copolymers
H Tao, F Gao, H Gao, W Hu
Molecular Physics 116 (21-22), 3020-3026, 2018
52018
Aclust2. 0: a revamped unsupervised R tool for Infinium methylation beadchips data analyses
OA Oluwayiose, H Wu, F Gao, AA Baccarelli, T Sofer, JR Pilsner
Bioinformatics 38 (20), 4820-4822, 2022
12022
Exploring epithelial-cell calcium signaling with geometric and topological data analysis
F Gao, J Moore, B Rieck, V Greco, S Krishnaswamy
ICLR 2021 Workshop on Geometrical and Topological Representation Learning, 2021
12021
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Articles 1–20