196 citations
- Istituto Nazionale di Fisica Nucleare, Sezione di BariIT4 papers
- University of Bari Aldo MoroIT4 papers
- IBM Research - IrelandIE2 papers
- IBM Research - Thomas J. Watson Research CenterUS2 papers
- Australian National UniversityAU1 paper
- Carnegie Institution for ScienceUS1 paper
- Carnegie ObservatoriesUS1 paper
- Forschungszentrum JülichDE1 paper
- IBM (India)IN1 paper
- IBM Research - IndiaIN1 paper
- IBM Research - ZurichCH1 paper
- Johannes Gutenberg University MainzDE1 paper
11 papers
New Equivalence Tests for Hardy-Weinberg Equilibrium and Multiple Alleles
Vladimir Ostrovski
We consider testing equivalence to Hardy-Weinberg Equilibrium in case of multiple alleles. Two different test statistics are proposed for this test problem. The asymptotic distribu…
Energy risk analysis with Dynamic Amplitude Estimation and Piecewise Approximate Quantum Compiling
Kumar J. B. Ghosh, Kavitha Yogaraj, Gabriele Agliardi +6
We generalize the Approximate Quantum Compiling algorithm into a new method for CNOT-depth reduction, which is apt to process wide target quantum circuits. Combining this method wi…
Conditions for a quadratic quantum speedup in nonlinear transforms with applications to energy contract pricing
Gabriele Agliardi, Corey O'Meara, Kavitha Yogaraj +8
Computing nonlinear functions over multilinear forms is a general problem with applications in risk analysis. For instance in the domain of energy economics, accurate and timely ri…
Classical and quantum machine learning applications in spintronics
Kumar Ghosh, Sumit Ghosh
In this article we demonstrate the applications of classical and quantum machine learning in quantum transport and spintronics. With the help of a two-terminal device with magnetic…
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints
Luis Böttcher, Hinrikus Wolf, Bastian Jung +5
In this paper, we propose a graph neural network architecture to solve the AC power flow problem under realistic constraints. To ensure a safe and resilient operation of distributi…
Exact Simulation of Variance Gamma related OU processes: Application to the Pricing of Energy Derivatives
Piergiacomo Sabino
In this study we define a three-step procedure to relate the self-decomposability of the stationary law of a generalized Ornstein-Uhlenbeck process to the law of the increments of…