Luiza Scapinello Aquino

Publications

172

Citations

H-Index

2023

Active since

Affiliations

Pontifícia Universidade Católica do Paraná(Current)

Universidade Federal do Paraná

Fondazione Bruno Kessler

Universidade Federal de Santa Catarina

University of Udine

Luiza Scapinello Aquino is an author at Pontifícia Universidade Católica do Paraná specializing in engineering, predictive analytics, and machine learning.

ORCID

Top concepts

EngineeringForecastingData ScienceMachine LearningPredictive AnalyticsDeep LearningCivil EngineeringFlood ForecastingSystems EngineeringHydrological Prediction

Publications per year

2023–2024

Publications

Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants

Stéfano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino et al. · Energy · 2023 · 107 citations

Forecasting Methodology, Hydrological Prediction, Engineering +11

Hypertuned temporal fusion transformer for multi-horizon time series forecasting of dam level in hydroelectric power plants

Stéfano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino et al. · International Journal of Electrical Power & Energy Systems · 2024 · 55 citations · Full text

Dam Level, Temporal Fusion Transformer, Forecasting Methodology +15

Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model

Luiza Scapinello Aquino, Laio Oriel Seman, Eduardo Camponogara et al. · Computers in Biology and Medicine · 2024 · 10 citations

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