Traditional Physics-Informed Neural Networks (PINNs) can approximate solutions to differential equations, but they lack rigorous error bounds. Our Learn and Verify ...
Mathematicians finally understand the behavior of an important class of differential equations that describe everything from ...
Publish your MATLAB® functions to MATLAB Production Server™ as Model Context Protocol (MCP) tools. This allows AI agents to call your functions, enhancing their capabilities with domain-specific ...
Abstract: This paper investigates reinforcement learning (RL) as a practical framework for achieving optimal adaptive control across several simple dynamical system models. All experiments were ...
Abstract: The limited efficiency of a photovoltaic (PV) system, which is affected by solar radiation and operating temperature, hinders their widespread adoption. This study concentrates on developing ...
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