97 citations
- Virginia TechUS3 papers
- Argonne National LaboratoryUS2 papers
- IBM (United States)US2 papers
- Lawrence Livermore National LaboratoryUS2 papers
- Los Alamos National LaboratoryUS2 papers
- University of ChicagoUS2 papers
- Amazon (United States)US1 paper
- Amgen (United States)US1 paper
- Apple (United States)US1 paper
- Argonne Leadership Computing Facility1 paper
- Arizona State UniversityUS1 paper
- Association of Research LibrariesUS1 paper
26 papers
AI in Insurance: Adaptive Questionnaires for Improved Risk Profiling
Diogo Silva, João Teixeira, Bruno Lima
Insurance application processes often rely on lengthy and standardized questionnaires that struggle to capture individual differences. Moreover, insurers must blindly trust users'…
Advanced Applications of Generative AI in Actuarial Science: Case Studies Beyond ChatGPT
Simon Hatzesberger, Iris Nonneman
This article explores the potential of generative AI (GenAI) to support actuarial practice through four implemented case studies. It situates these case studies within the broader…
Harnessing Quantum Dynamics for Robust and Scalable Quantum Extreme Learning Machines
Payal D. Solanki, Anh Pham
Quantum Extreme Learning Machine (QELM) is an emerging hybrid quantum machine learning framework that leverages quantum system dynamics to enhance classical models. However, QELM c…
Robust Quantum Reservoir Computing for Molecular Property Prediction
Daniel Beaulieu, Milan Kornjaca, Zoran Krunic +4
Machine learning has been increasingly utilized in the field of biomedical research to accelerate the drug discovery process. In recent years, the emergence of quantum computing ha…
Empirical Power of Quantum Encoding Methods for Binary Classification
Gennaro De Luca, Andrew Vlasic, Michael Vitz +1
Quantum machine learning is one of the many potential applications of quantum computing, each of which is hoped to provide some novel computational advantage. However, quantum mach…
Graviton-Photon Oscillations as a Probe of Quantum Gravity
Andrea Palessandro
The Gertsenshtein effect could in principle be used to detect a single graviton by firing it through a region filled with a constant magnetic field that enables its conversion to a…