Cerqueira, Renato

9 publications

ICLRW 2025 SMI-TED: A Large-Scale Foundation Model for Materials and Chemistry Emilio Vital Brazil, Eduardo Soares, Victor Yukio Shirasuna, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt

NeurIPSW 2024 A Mamba-Based Foundation Model for Chemistry Emilio Vital Brazil, Eduardo Soares, Victor Yukio Shirasuna, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt

NeurIPSW 2024 A Mamba-Based Foundation Model for Chemistry Emilio Vital Brazil, Eduardo Soares, Victor Yukio Shirasuna, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt

ICMLW 2024 A Multi-View Mixture-of-Experts Based on Language and Graphs for Molecular Properties Prediction Victor Yukio Shirasuna, Eduardo Soares, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Seiji Takeda, Akihiro Kishimoto

NeurIPSW 2024 Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks Victor Yukio Shirasuna, Eduardo Soares, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt

NeurIPSW 2024 Automated, LLM Enabled Extraction of Synthesis Details for Reticular Materials from Scientific Literature Viviane Torres da Silva, Alexandre Rademaker, Krystelle Lionti, Ronaldo Giro, Geisa Lima, Sandro Rama Fiorini, Marcelo Archanjo, Breno W S R Carvalho, Rodrigo Neumann Barros Ferreira, Anaximandro Souza, João Pedro Gandarela de Souza, Gabriela de Valnisio, Carmen Paz, Renato Cerqueira, Mathias B Steiner

NeurIPSW 2023 Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction Eduardo Soares, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Daniel P Sanders, Kristin Schmidt, Dmitry Zubarev

NeurIPSW 2023 Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model Eduardo Soares, Vidushi Sharma, Emilio Vital Brazil, Renato Cerqueira, Young-Hye Na

NeurIPSW 2022 Toward Human-AI Co-Creation to Accelerate Material Discovery Dmitry Zubarev, Carlos Raoni de Alencar Mendes, Emilio Vital Brazil, Renato Cerqueira, Kristin Schmidt, Vinícius Costa Villas Bôas Segura, Juliana Jansen Ferreira, Dan Sanders