Author

Rodrigo Neumann

results may include different authors with the same name

2 papers

Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature

Automated knowledge extraction from scientific literature can potentially accelerate materials discovery. We have investigated an approach for extracting synthesis protocols for reticular materials from scientific literature using large…

Materials Science · Physics 2024-11-07 Viviane Torres da Silva , Alexandre Rademaker , Krystelle Lionti , Ronaldo Giro , Geisa Lima , Sandro Fiorini , Marcelo Archanjo , Breno W. Carvalho , Rodrigo Neumann , Anaximandro Souza , João Pedro Souza , Gabriela de Valnisio , Carmen Nilda Paz , Renato Cerqueira , Mathias Steiner

Prediction of $\textrm{CO}_2$ Adsorption in Nano-Pores with Graph Neural Networks

We investigate the graph-based convolutional neural network approach for predicting and ranking gas adsorption properties of crystalline Metal-Organic Framework (MOF) adsorbents for application in post-combustion capture of $\textrm{CO}_2$.…

Materials Science · Physics 2022-09-19 Guojing Cong , Anshul Gupta , Rodrigo Neumann , Maira de Bayser , Mathias Steiner , Breanndán Ó Conchúir