Atomistic simulation software CP2K enables AI models

The CP2K open-source package is among the top three most widely used research software suites worldwide for simulating the ...
IEEE

Simulation-Based Benchmarking of RL Algorithms for Adaptive Thermal Control in IoT-Enabled Smart Umbrella Systems

Abstract: This paper presents a simulation-based benchmarking analysis of three reinforcement learning (RL) algorithms—Soft Actor-Critic (SAC), Deep Q-Network (DQN), and Proximal Policy Optimization ...
IEEE

Coordinated Decision Making for High-Speed Railway Train Timetable Rescheduling and Trajectory Control: Architecture, Algorithms, Simulation, and Applications

Abstract: During emergency response in high-speed railway operations, dispatchers and drivers currently rely on individual experience for decision making, lacking effective coordination between train ...