Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).

Symbolic Regression is a mathematical technique based on genetic programming that search in the space of mathematical equations to find one or more that best fit a given learning task bsaed on a ...

This article proposes a co-optimization technique on QoS, frequency regulation and voltage regulation that comprises: 1) a specialized CPPS model for quantitatively analyzing the cross-layer impact of ...

The complex relationship is modeled rapidly and quantitatively by leveraging ML. A multiobjective optimization problem is designed to consider the trade-off in program efficiency and disturbance.

Cheminformatics is the use of computational and informational techniques to understand problems of chemistry, for instance in the in silico mapping of chemical space – the theoretical space ...

Optimization of a Method for the Simultaneous Determination of Phloroglucinol and Trimethylphloroglucinol by High Performance Liquid Chromatography in Routine Use in a Pharmaceutical Industry in ...

Key Laboratory of Multiphase Flow Reaction and Separation Engineering of Shandong Province, State Key Laboratory Base of Eco-chemical Engineering, College of Chemical Engineering, Qingdao University ...