A quadratic equation is drawn as a curve on a set of axes. This type of curve is called a parabola and it is symmetrical. To draw the graph we need coordinates. We generate these coordinates by ...
A linear equation is drawn as a straight line on a set of axes. To draw the graph we need coordinates. We generate these coordinates by substituting values into the linear equation. STEP 1 - Draw a ...
Abstract: Due to their great performance in many challenges, Deep Learning (DL) techniques keep gaining popularity in many fields. They have been adapted to process graph data structures to solve ...
Abstract: Due to the increasing demand for electricity and the inherent uncertainty in power generation, finding efficient solutions to the stochastic alternating current optimal power flow (AC-OPF) ...
This repository accompanies the the ICML 2025 publication entitled Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification. We develop a novel physics ...
Disordered fibrous networks underpin essential mechanical functionalities in biological tissues and engineered materials. Predicting their nonlinear deformation behavior remains challenging due to ...
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