Estimating Lithium-Ion Battery State-of-Health with Monotonic Lattice Networks
Monotonic lattice networks for estimating lithium-ion battery state-of-health.
Publications
The full list is also on my Google Scholar profile.
Deep Learning Multihorizon Irradiance Nowcasting: A Comparative Evaluation of Three Methods for Leveraging Sky Images
A comparative evaluation of three deep-learning methods for leveraging sky images in multi-horizon solar irradiance nowcasting.
Multi-Horizon Time Series Forecasting of Non-Parametric CDFs with Deep Lattice Networks
Forecasting full non-parametric predictive CDFs across multiple horizons using monotonic deep lattice networks.
Reinforcement Learning for Pollution Detection in a Randomized, Sparse and Nonstationary Environment with an Autonomous Underwater Vehicle
Reinforcement learning for pollution detection with an autonomous underwater vehicle in sparse, nonstationary environments.
Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle
Probabilistic deep-learning forecasts of solar irradiance in the high-latitude Norwegian setting.
Dynamic Modeling of P(VDF-TrFE-CTFE)-based Soft Actuators via Echo State Networks
Echo state networks for dynamic modeling of electroactive polymer soft actuators.