In this work, we address a question that has attracted intense interest in recent years: whether machine learning-assisted algorithms can genuinely outperform classical approaches in challenging ...

4 Null-Space Projection for Motion Control Will not run on Colab 5 Quadratic Programming for Motion Control Will not run on Colab Manipulator kinematics is concerned with the motion of each link ...

LCQPow is a open-source solver for Quadratic Programs with Complementarity Constraints. The approach is based on a standard penalty homotopy reformulated using sequential convex programming. The ...

The German historian Oswald Spengler considered our age the age of abstraction. Nowhere is this more apparent than in programming, where abstraction isn’t just a conceptual convenience but an absolute ...

Contributed by Boris I. Shraiman, January 6, 2016 (sent for review September 29, 2015; reviewed by Daniel S. Fisher and Katia Koelle) Humans mount an antibody-mediated immune response against ...

Physics-Informed Neural Networks (PINN) emerged as a powerful tool for solving scientific computing problems, ranging from the solution of Partial Differential Equations to data assimilation tasks.

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...

We present a joint multi-robot trajectory optimizer that can compute trajectories for tens of robots in aerial swarms within a small fraction of a second. The computational efficiency of our approach ...