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20232026
most citedComparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting

16 citations · 19 across the 9 of their papers we have counts for

collaborators

10 papers

quant-ph2026

Exact -counts of CCZ layers from an isotropy bound

Arul Rhik Mazumder

The -count is a dominant cost of fault-tolerant Clifford computation. We prove that a layer of disjoint CCZ gates, the diagonal core of a parallel Toffoli layer, needs e…

quant-ph2026

An End-to-End Hybrid Quantum-Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study

Arul Rhik Mazumder, Elias Towe

Sampling from discrete Markov random fields (MRFs) is a hard problem. We study amplitude-encoded i.i.d. sampling for small MRFs where target probabilities are precomputed cla…

quant-ph2026

Resource-efficient quantum eigenvalue transform with commutator scaling

Arul Rhik Mazumder, James D. Watson, Samson Wang

We develop quantum algorithms for estimating properties of general matrix functions of Hermitian matrices, with applications to phase estimation, Green's function evaluation, and e…

quant-ph2026

Depth-Efficient Quantum Topological Data Analysis for Regime-Specific Detection of Financial Stress

Arul Rhik Mazumder, Shreyan Ronit Mazumder

We present, to our knowledge, the first adaptation of Pauli Correlation Encoding (PCE) to quantum topological data analysis, reformulating Betti number estimation as a depth-effici…

quant-ph2026

Benchmarking Zero-Setup Quantum Circuit Simulators

Arul Rhik Mazumder, Hovnatan Karapetyan, Mohammed Zuhair Mullath +3

Practitioners increasingly rely on hosted simulation environments, but their performance characteristics remain poorly documented. We present a systematic benchmarking study of GPU…

quant-ph2025

Quantum Annealing Approaches to Solving the Shipment Rerouting Problems

Fei Li, Arul Rhik Mazumder, Max Zhao

In this paper, we study a shipment rerouting problem (SRP) which generalizes many NP-hard sequencing and packing problems. A SRP's solution has ample practical applications in vehi…

quant-ph2024★ 1 cited

Five Starter Problems: Solving Quadratic Unconstrained Binary Optimization Models on Quantum Computers

Arul Mazumder, Sridhar Tayur

This tutorial offers a quick, hands-on introduction to solving Quadratic Unconstrained Binary Optimization (QUBO) models on currently available quantum computers and their simulato…

cs.NE2023★ 16 cited

Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting

Anuvab Sen, Arul Rhik Mazumder, Dibyarup Dutta +3

Weather forecasting plays a vital role in numerous sectors, but accurately capturing the complex dynamics of weather systems remains a challenge for traditional statistical models.…

quant-ph2023★ 2 cited

Benchmarking Metaheuristic-Integrated QAOA against Quantum Annealing

Arul Rhik Mazumder, Anuvab Sen, Udayon Sen

The Quantum Approximate Optimization Algorithm (QAOA) is one of the most promising Noisy Intermediate Quantum Algorithms (NISQ) in solving combinatorial optimizations and displays…

cs.NE2023

Differential Evolution Algorithm based Hyper-Parameters Selection of Transformer Neural Network Model for Load Forecasting

Anuvab Sen, Arul Rhik Mazumder, Udayon Sen

Accurate load forecasting plays a vital role in numerous sectors, but accurately capturing the complex dynamics of dynamic power systems remains a challenge for traditional statist…