Marcos G. Quiles

Shanghai Institute for Science of Science — China

Physics and Astronomy · Physical Sciences

17h-index1.1kcitations148works2.22yr avg
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Research Topics

Complex Network Analysis Techniques(28), Neural Networks and Applications(15), Neural dynamics and brain function(11), Machine Learning in Materials Science(11), Opinion Dynamics and Social Influence(11)

Publications148 total

Visual Political Communication in a Polarized Society
OSF Preprints (OSF Preprints)·2026Open Access
Visual Political Communication in a Polarized Society
OSF Preprints (OSF Preprints)·2026Open Access
Optimizing Molecular Descriptors for Reliable Adsorption Energy Prediction on Transition Metal Nanoclusters
ACS Omega·2026Open Access
Two-step pipeline for oral diseases detection and classification: a deep learning approach
Frontiers in Oral Health·2025· 1 citedOpen Access
Towards Label Shift Adaptation for Robust IoT Device Identification
2025· 1 citedOpen Access
Exploring the Adsorption Properties of Small Molecules on CeZr-Based Nanoclusters
ACS Omega·2025Open Access
Automated classification of oral potentially malignant disorders and oral squamous cell carcinoma using a convolutional neural network framework: a cross-sectional study
The Lancet Regional Health - Americas·2025· 5 citedOpen Access
Review of: "Unified Guidance for Geometry-Conditioned Molecular Generation"
2025Open Access
Effects of Dopants on the Structural, Electronic, and Energetic Properties of (ZrO<sub>2</sub>)<sub>16</sub> Clusters
ACS Omega·2025· 3 citedOpen Access
A living library concept to capture the dynamics and reactivity of mixed-metal clusters for catalysis
Nature Chemistry·2025· 7 citedOpen Access
Visual political communication on Instagram: a comparative study of Brazilian presidential elections
EPJ Data Science·2024· 10 citedOpen Access
A Hybrid CNN-LSTM Based Network for Rolling Bearing Fault Detection
2024· 3 cited
The Impact of Interdisciplinary, Gender and Geographic Distributions on the Citation Patterns of the Journal of Chemical Information and Modeling
Journal of Chemical Information and Modeling·2024· 5 citedOpen Access
Summertime Extreme Precipitation Communities by Complex Network in South America
SSRN Electronic Journal·2024Open Access
Enhancing Explainability in Oral Cancer Detection with Grad-CAM Visualizations
Lecture notes in computer science·2024· 3 cited
Enhancing Low-Cost Molecular Property Prediction with Contrastive Learning on SMILES Representations
Lecture notes in computer science·2024· 2 cited
The 2018 Brazilian Presidential Run-Off: A Complex Network Analysis Approach Using Twitter Data
Lecture notes in computer science·2024
Applying LSTM Recurrent Neural Networks to Predict Revenue
Lecture notes in computer science·2024
Visual Political Communication in a Polarized Society: A Longitudinal Study of Brazilian Presidential Elections on Instagram
arXiv (Cornell University)·2023Open Access
Guided Clustering for Selecting Representatives Samples in Chemical Databases
Lecture notes in computer science·2023
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Frequent Co-authors

Liang Zhao(19), Juarez L. F. Da Silva(11), Roseli Aparecida Francelin Romero(11), Fabrício Breve(10), Elbert E. N. Macau(8), Gabriel A. Pinheiro(4), Marinalva Dias Soares(4), Ronaldo C. Prati(3), Wilson Ceron(3), Krys E. A. Batista(3), Maurício J. Piotrowski(3), Leonardo Bacelar Lima Santos(3), Alcides X. Benicasa(3), Johnatan Mucelini(2), Witold Pedrycz(2), Jiming Liu(2), Mathias‐Felipe de‐Lima‐Santos(2), Alexandre Hild Aono(2), Anete Pereira de Souza(2), DeLiang Wang(2)