Eduardo E. M. Soares

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Materials Science

Industrial Engineering

Chemical Reactions

Machine Learning Models

Top Venues

Publications

Eduardo E. M. Soares, Victor Shirasuna, Emilio Vital Brazil, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt
A Large Encoder-Decoder Family of Foundation Models For Chemical Language. CoRR (2024)
Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira
Improving Molecular Properties Prediction Through Latent Space Fusion. CoRR (2023)
Eduardo E. M. Soares, Emilio Vital Brazil, Karen Fiorela Aquino Gutierrez, Renato Cerqueira, Daniel P. Sanders, Kristin Schmidt, Dmitry Zubarev
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction. CoRR (2023)
Emilio Vital Brazil, Eduardo E. M. Soares, Lucas Villa Real, Leonardo Azevedo, Vinícius C. V. B. Segura, Luiz Zerkowski, Renato Cerqueira
Position Paper on Dataset Engineering to Accelerate Science. CoRR (2023)
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
Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case. CoRR (2020)
Renan S. Freitas, Eduardo E. M. Soares, Ramon R. Costa, Breno B. Carvalho
High precision trajectory planning on freeform surfaces for robotic manipulators. IROS (2017)