INCT Materials Informatics Meeting 2025

O evento foi realizado no novo centro de convivência da Ilum, no campus principal do Centro Nacional de Pesquisa em Energia e Materiais (CNPEM), em Campinas, SP.

Programação

• Fazzio & Dalpian — Abertura
• João Nuno Barbosa Rodrigues — Discovering new materials: a conversation between experiments, high-throughput calculations and machine learning methods
• Ramon Cardias — Magnetization Control in Fe3GeTe2 and Fe3GaTe2 Nanoribbons via Spin-Orbit Torques
• Bruno Focassio — Applying AI to Nanotechnology: The Simulation and Artificial Intelligence Lab at LNNano
• Amauri Jardim de Paula — Using LLMs in pipelines for the analysis of the material science literature
• Antonio Augusto Alves Junior — INCT – Materials Informatics Database
• Augusto de Lelis Araújo — Twisted Homo- and heterobilayers: A high-throughput DFT database
• Marcelo Albuquerque — Less is more: how choosing data properly influences machine learning-based outcomes?
• Lídia Carvalho Gomes — Defeitos em semicondutores para energias renováveis: Explorando a fase pi do SnS
• Alberto Torres Riera Junior — Machine Learning Potential for the Structural properties of Hematite
• George Trenins, Hannah Bertschi, Jorge Castro (tutorial) — Simulating nuclear quantum effects with path integral methods
• Mariana Rossi, Zekun Lou, Paolo Lazzaroni (tutorial) — Machine learning methods in atomistic simulations: basics and predicting the electronic structure
• Krystof Brezina, Elia Stocco, Shubham Sharma (tutorial) — Machine learning interatomic potentials: active learning techniques