Abstract: In this work, we propose a complex-valued neural operator (CV-NeuralOp) based on graph neural networks (GNNs) to solve 2-D wave equations. Inspired by Green’s function method for solving ...

Abstract: Many robotics applications benefit from being able to compute multiple geodesic paths in a given configuration space. Existing paradigm is to use topological path planning, which can compute ...

Dynamic process simulation and optimization have emerged as valuable tools for plant design, analysis and operation. The usage of these tools in chemical process industry is on the rise, as is the ...