Abstract: We propose a quantum-assisted framework for solving constrained finite-horizon nonlinear optimal control problems using a barrier Sequential Quadratic Programming (SQP) approach. A quantum ...
Isomeric molecules are introduced to fine-tune the secondary nucleation process of the donor underlayer. Binary organic solar cell processed with non-halogen solvent shows a champion efficiency of ...
MPAX is a hardware-accelerated, differentiable, batchable, and distributable solver for mathematical programming in JAX, designed to integrate with modern computational and deep learning workflows: ...
$$ \begin{array}{ll} \underset{x \in \mathbb{R}^n}{\min} \quad \frac{1}{2}\langle x,Qx \rangle + \langle c, x \rangle +\phi(x)\\ \text{s.t.} \quad \quad \quad \quad ...
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