Gabriel A. Pinheiro
Orcid: 0000-0001-8657-247X
According to our database1,
Gabriel A. Pinheiro
authored at least 6 papers
between 2020 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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2021
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2024
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Bibliography
2024
Enhancing Low-Cost Molecular Property Prediction with Contrastive Learning on SMILES Representations.
Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024
2022
SMICLR: Contrastive Learning on Multiple Molecular Representations for Semisupervised and Unsupervised Representation Learning.
J. Chem. Inf. Model., 2022
Screening of the Role of the Chemical Structure in the Electrochemical Stability Window of Ionic Liquids: DFT Calculations Combined with Data Mining.
J. Chem. Inf. Model., 2022
The impact of low-cost molecular geometry optimization in property prediction via graph neural network.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition.
J. Chem. Inf. Model., 2021
2020
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020