Eduardo E. M. Soares

According to our database, Eduardo E. M. Soares authored at least 8 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations.

Eduardo E. M. Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda

Mach. Learn. Sci. Technol., 2025

2024

SELF-BART : A Transformer-based Molecular Representation Model using SELFIES.

Indra Priyadarsini, Seiji Takeda, Lisa Hamada, Emilio Vital Brazil, Eduardo E. M. Soares, Hajime Shinohara

CoRR, 2024

A Large Encoder-Decoder Family of Foundation Models For Chemical Language.

Eduardo E. M. Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt

CoRR, 2024

2023

Improving Molecular Properties Prediction Through Latent Space Fusion.

Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira

CoRR, 2023

Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction.

Eduardo E. M. Soares, Emilio Vital Brazil, Karen Fiorela Aquino Gutierrez, Renato Cerqueira, Dan Sanders, Kristin Schmidt, Dmitry Zubarev

CoRR, 2023

Position Paper on Dataset Engineering to Accelerate Science.

Emilio Vital Brazil, Eduardo E. M. Soares, Lucas Villa Real, Leonardo Azevedo, Vinícius C. V. B. Segura, Luiz Zerkowski, Renato Cerqueira

CoRR, 2023

2020

Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case.

Raphael Thiago, Renan Souza, Leonardo Azevedo, Eduardo E. M. Soares, Rodrigo C. M. Santos, Wallas Henrique S. dos Santos, Maximilien de Bayser, Marcelo Cardoso, Márcio Ferreira Moreno, Renato Cerqueira

CoRR, 2020

2017

High precision trajectory planning on freeform surfaces for robotic manipulators.

Renan S. Freitas, Eduardo E. M. Soares, Ramon R. Costa, Breno B. Carvalho

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017