Onofrio Semeraro

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning.
CoRR
Rémy Hosseinkhan Boucher, Onofrio Semeraro, Lionel Mathelin
2025 J jnl
Increasing Information for Model Predictive Control with Semi-Markov Decision Processes.
CoRR
Rémy Hosseinkhan-Boucher, Onofrio Semeraro, Lionel Mathelin
2025 — conf
Learning non-Markovian Dynamical Systems with Signature-based Encoders.
ML-DE
Eliott Pradeleix, Rémy Hosseinkhan-Boucher, Alena Shilova, Onofrio Semeraro, Lionel Mathelin
2025 J jnl
Learning non-Markovian Dynamical Systems with Signature-based Encoders.
CoRR
Eliott Pradeleix, Rémy Hosseinkhan-Boucher, Alena Shilova, Onofrio Semeraro, Lionel Mathelin
2025 — conf
Physics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields.
ECML/PKDD (10)
Riccardo Margheritti, Onofrio Semeraro, Maurizio Quadrio, Giacomo Boracchi
2024 — conf
Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning.
OLA
Rémy Hosseinkhan Boucher, Onofrio Semeraro, Lionel Mathelin
2024 J jnl
Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows.
CoRR
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro
2024 — conf
Increasing information for model predictive control with semi-Markov decision processes.
L4DC
Rémy Hosseinkhan Boucher, Stella Douka, Onofrio Semeraro, Lionel Mathelin
2024 J jnl
Neural DDEs with Learnable Delays for Partially Observed Dynamical Systems.
CoRR
Thibault Monsel, Emmanuel Menier, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat
2024 — conf
Time and State Dependent Neural Delay Differential Equations.
ML-DE
Thibault Monsel, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat
2023 J jnl
Enhancing Data-Assimilation in CFD using Graph Neural Networks.
CoRR
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro
2023 J jnl
Neural State-Dependent Delay Differential Equations.
CoRR
Thibault Monsel, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat
2021 J jnl
Leveraging the structure of dynamical systems for data-driven modeling.
CoRR
Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Sergio Chibbaro, Lionel Mathelin