37 citations
5 papers
Equivariant machine learning of Electric Field Gradients -- Predicting the quadrupolar coupling constant in the MAPbI phase transition
Bernhard Schmiedmayer, J. W. Wolffs, Gilles A. de Wijs +3
We present a strategy combining machine learning and first-principles calculations to achieve highly accurate nuclear quadrupolar coupling constant predictions. Our approach employ…
Analysis of a 3D Integrated Superconducting Quantum Chip Structure
James Saslow, Hiu Yung Wong
This work presents a combined analytical and simulation-based study of a 3D-integrated quantum chip architecture. We model a flip-chip-inspired structure by stacking two supercondu…
Maximizing network capacity, control and management in designing a Telemedicine network: a review and recent challenges
B. O. Sadiq, O. S. Zakariyya, M. D. Buhari +1
Telemedicine networks have seen significant changes in their capacity, monitoring, management, and control framework during the previous decades. The evolution of network capacity,…
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi +3
Predictive systems, in particular machine learning algorithms, can take important, and sometimes legally binding, decisions about our everyday life. In most cases, however, these s…
System Identification for Indoor Climate Control
A. W. M., van Schijndel, P. W. M. H. +1
The study focuses on the applicability of system identification to identify building and system dynamics for climate control design. The main problem regarding the simulation of th…