D. Ferreira

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20242026

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physics.plasm-ph2025

Using Deep Learning to Design High Aspect Ratio Fusion Devices

P. Curvo, D. R. Ferreira, R. Jorge

The design of fusion devices is typically based on computationally expensive simulations. This can be alleviated using high aspect ratio models that employ a reduced number of free…

physics.plasm-ph2024

Machine Learning for Chemistry Reduction in N $_{2}$ -H $_{2}$ Low-Temperature Plasmas

Diogo R. Ferreira, Alexandre LanÃ§a, LuÃs Lemos Alves

Low-temperature plasmas are partially ionized gases, where ions and neutrals coexist in a highly reactive environment. This creates a rich chemistry, which is often difficult to un…

Using Deep Learning to Design High Aspect Ratio Fusion Devices

Machine Learning for Chemistry Reduction in N2​-H2​ Low-Temperature Plasmas

Machine Learning for Chemistry Reduction in N $_{2}$ -H $_{2}$ Low-Temperature Plasmas