Technolab participated in the IAVCEI 2025 conference held in Geneva, an event rich in significant scientific contributions and an excellent opportunity to engage with the international volcanological community. The team presented several ongoing research projects.
Claudia gave an oral talk on “A machine learning approach to volcanic eruption nowcasting using geostationary satellite-based thermal features,” introducing machine learning methods for volcanic eruption nowcasting based on geostationary satellite thermal data.
Federica delivered an oral presentation titled “A ConvLSTM based deep neural network for volcanic clouds monitoring from space,” showcasing an innovative approach for monitoring volcanic clouds using deep neural networks.
Eleonora presented a poster entitled “Enhancing Lagrangian numerical simulations of Lava Flows Using AI-based CFD emulators,” focusing on improving numerical simulations of lava flows through AI-driven CFD emulators.
Vito contributed with a poster presentation on “Particle-based model for lava flows with fluid-solid phase transition,” which centers on particle-based modeling of lava flows accounting for fluid-solid phase changes, and also served as convener for Session 6.5: Lava flow hazard assessment: Monitoring, pre- and syn-eruptive modelling, and communication.
Technolab’s participation at the conference underscored the dynamism and high quality of its ongoing research, further strengthening the group’s presence in the international scientific landscape.