activity
20112026
most citedHybrid Classical-Quantum Autoencoder for Anomaly Detection

47 citations · 154 across the 19 of their papers we have counts for

collaborators

19 papers

cond-mat.stat-mech2026

Dimensional and Spin Interpolation for the O Model: From Exact Anchors to RG-Improved Critical Exponents

Kumar Ghosh

We develop a two-axis interpolation framework for the O universality family, treating the spatial dimension and the spin-component number as independent continuous par…

quant-ph2024★ 1 cited

Quantum Optimization for the Future Energy Grid: Summary and Quantum Utility Prospects

Jonas Blenninger, David Bucher, Giorgio Cortiana +6

In this project summary paper, we summarize the key results and use-cases explored in the German Federal Ministry of Education and Research (BMBF) funded project "Q-GRID" which aim…

quant-ph2023★ 6 cited

Incentivising Demand Side Response through Discount Scheduling using Hybrid Quantum Optimization

David Bucher, Jonas Nüßlein, Corey O'Meara +5

Demand Side Response (DSR) is a strategy that enables consumers to actively participate in managing electricity demand. It aims to alleviate strain on the grid during high demand a…

quant-ph2023★ 6 cited

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…

quant-ph2023★ 4 cited

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…

cond-mat.mes-hall2023★ 1 cited

Exploring exotic configurations with anomalous features using deep learning: Application of classical and quantum-classical hybrid anomaly detection

Kumar J. B. Ghosh, Sumit Ghosh

In this article we present the application of classical and quantum-classical hybrid anomaly detection schemes to explore exotic configuration with anomalous features. We consider…