Ali Forootani

36 papers Journal 35Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asynchronous Federated Learning: A Scalable Approach for Decentralized Machine Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Ali Forootani, Raffaele Iervolino
2026 J jnl
Compact transformer variants for synthetic time series forecasting.
Neurocomputing
Ali Forootani, Mohammad Khosravi
2026 J jnl
Learnable Koopman-Enhanced Transformer-Based Time Series Forecasting with Spectral Control.
CoRR
Ali Forootani, Raffaele Iervolino
2026 J jnl
Sparse identification and mathematical framework for analyzing metabolic-regulatory networks.
Int. J. Syst. Sci.
Neveen Ali Eshtewy, Ali Forootani, Shumaila Noreen, Mohammad Khosravi
2026 J jnl
Toward Digital Twins for Power-to-X Processes: Comparing Surrogate Models for a Catalytic CO
IEEE Trans Autom. Sci. Eng.
Luisa Peterson, Ali Forootani, Edgar Ivan Sanchez Medina, Ion Victor Gosea, Kai Sundmacher, Peter Benner
2025 J jnl
A Survey on Mathematical Reasoning and Optimization with Large Language Models.
CoRR
Ali Forootani
2025 J jnl
A data-driven practical stabilization approach for solving stochastic dynamic programming problems.
Autom.
Massimo Tipaldi, Raffaele Iervolino, Paolo Roberto Massenio, Ali Forootani
2025 J jnl
A robust sparse identification of nonlinear dynamics approach by combining neural networks and an integral form.
Eng. Appl. Artif. Intell.
Ali Forootani, Pawan Goyal, Peter Benner
2025 J jnl
Asynchronous Federated Learning with non-convex client objective functions and heterogeneous dataset.
CoRR
Ali Forootani, Raffaele Iervolino
2025 J jnl
Bio-Eng-LLM AI Assist: A modular chatbot platform for interdisciplinary research and education.
SoftwareX
Ali Forootani, Danial Esmaeili Aliabadi, Daniela Thrän
2025 J jnl
Climate Aware Deep Neural Networks (CADNN) for wind power simulation.
Array
Ali Forootani, Danial Esmaeili Aliabadi, Daniela Thrän
2025 J jnl
DeepKoopFormer: A Koopman Enhanced Transformer Based Architecture for Time Series Forecasting.
CoRR
Ali Forootani, Mohammad Khosravi, Masoud Barati
2025 J jnl
Off-Policy Temporal Difference Learning for Perturbed Markov Decision Processes: Theoretical Insights and Extensive Simulations.
CoRR
Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Mohammad Khosravi
2025 J jnl
RE-LLM: Integrating Large Language Models into Renewable Energy Systems.
CoRR
Ali Forootani, Mohammad Sadr, Danial Esmaeili Aliabadi, Daniela Thrän
2025 J jnl
Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks.
CoRR
Ali Forootani, Mohammad Khosravi
2024 J jnl
A kernel-based approximate dynamic programming approach: Theory and application.
Autom.
Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Silvio Baccari
2024 J jnl
Asynchronous Federated Learning: A Scalable Approach for Decentralized Machine Learning.
CoRR
Ali Forootani, Raffaele Iervolino
2024 J jnl
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and Education.
CoRR
Ali Forootani, Danial Esmaeili Aliabadi, Daniela Thrän
2024 J jnl
Climate Aware Deep Neural Networks (CADNN) for Wind Power Simulation.
CoRR
Ali Forootani, Danial Esmaeili Aliabadi, Daniela Thrän
2024 J jnl
GN-SINDy: Greedy Sampling Neural Network in Sparse Identification of Nonlinear Partial Differential Equations.
CoRR
Ali Forootani, Peter Benner
2024 J jnl
Off-Policy Temporal Difference Learning for Perturbed Markov Decision Processes.
IEEE Control. Syst. Lett.
Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Mohammad Khosravi
2024 J jnl
Power system flexibility analysis using net-load forecasting based on deep learning considering distributed energy sources and electric vehicles.
Comput. Electr. Eng.
Ehsan Toghiany Rizi, Mohammad Rastegar, Ali Forootani
2024 J jnl
Transfer Learning-Based Framework Enhanced by Deep Generative Model for Cold-Start Forecasting of Residential EV Charging Behavior.
IEEE Trans. Intell. Veh.
Ali Forootani, Mohammad Rastegar, Hamidreza Zareipour
2023 J jnl
A Lyapunov-based version of the value iteration algorithm formulated as a discrete-time switched affine system.
Int. J. Control
Raffaele Iervolino, Massimo Tipaldi, Ali Forootani
2023 J jnl
A Robust SINDy Approach by Combining Neural Networks and an Integral Form.
CoRR
Ali Forootani, Pawan Goyal, Peter Benner
2023 J jnl
A stochastic dynamic programming approach for the machine replacement problem.
Eng. Appl. Artif. Intell.
Ali Forootani, Majid Ghaniee Zarch, Massimo Tipaldi, Raffaele Iervolino
2023 J jnl
Stochastic dynamic programming solution to transmission scheduling: Multi sensor-multi process with wireless noisy channel.
Comput. Electr. Eng.
Ali Forootani, Sara Forootani, Raffaele Iervolino, Majid Ghaniee Zarch
2022 J jnl
An Advanced Satisfaction-Based Home Energy Management System Using Deep Reinforcement Learning.
IEEE Access
Ali Forootani, Mohammad Rastegar, Mohammad Jooshaki
2022 J jnl
Enhanced Exploration Least-Squares Methods for Optimal Stopping Problems.
IEEE Control. Syst. Lett.
Ali Forootani, Massimo Tipaldi, Raffaele Iervolino, Subhrakanti Dey
2022 J jnl
Transmission scheduling for multi-process multi-sensor remote estimation via approximate dynamic programming.
Autom.
Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Subhrakanti Dey
2021 J jnl
Allocating resources via price management systems: a dynamic programming-based approach.
Int. J. Control
Ali Forootani, Davide Liuzza, Massimo Tipaldi, Luigi Glielmo
2021 J jnl
Modelling and solving resource allocation problems via a dynamic programming approach.
Int. J. Control
Ali Forootani, Massimo Tipaldi, Majid Ghaniee Zarch, Davide Liuzza, Luigi Glielmo
2020 J jnl
A Least-Squares Temporal Difference based method for solving resource allocation problems.
IFAC J. Syst. Control.
Ali Forootani, Massimo Tipaldi, Majid Ghaniee Zarch, Davide Liuzza, Luigi Glielmo
2020 J jnl
Approximate dynamic programming for stochastic resource allocation problems.
IEEE CAA J. Autom. Sinica
Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Joshua Neilson
2018 — conf
Price Management in Resource Allocation Problem with Approximate Dynamic Programming.
ECC
Ali Forootani, Massimo Tipaldi, Davide Liuzza, Luigi Glielmo
2017 J jnl
Model-based fault analysis of a high-voltage circuit breaker operating mechanism.
Turkish J. Electr. Eng. Comput. Sci.
Ali Forootani, Ali Akbar Afzalian, Ali Nadian Ghomsheh