David E. Bernal Neira
- The Quantum Optimization Benchmarking Library
2025/04/04 by Thorsten Koch, David E. Bernal Neira, Koch, Thorsten +61 · 2 voices · 13 citations
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Chemical and Physical Properties of Materials
- Surrogate optimization of variational quantum circuits
2024/04/03 by Erik Gustafson, Gustafson, Erik J., Juha Tiihonen +19 · 4 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Error Correcting Code Techniques #Parallel Computing and Optimization Techniques
- Evaluating the performance of quantum processing units at large width and depth
2025/02/10 by J. A. Montanez-Barrera, Montanez-Barrera, J. A., Kristel Michielsen +3 · 6 citations
Computer Science · #FOS: Physical sciences #Machine Learning and ELM #Quantum Physics (quant-ph)
- A Copositive Framework for Analysis of Hybrid Ising-Classical Algorithms
2022/07/27 by Robin Brown, Brown, Robin, David E. Bernal Neira +5 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare
2024/05/13 by Amandeep Singh Bhatia, David E. Bernal Neira, Bhatia, Amandeep Singh +1 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Ground State Energy Estimation on Current Quantum Hardware Through The Variational Quantum Eigensolver: A Comprehensive Study
2024/12/03 by Nacer Eddine Belaloui, Belaloui, Nacer Eddine, Abdellah Tounsi +11 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- QUBO.jl: A Julia Ecosystem for Quadratic Unconstrained Binary Optimization
2023/07/05 by Pedro Maciel Xavier, Xavier, Pedro Maciel, Pedro Ripper +9 · 1 citation
#math.OC #quant-ph
- Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
2024/09/14 by Siddhant Dutta, Dutta, Siddhant, Pavana P Karanth +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Benchmarking the Operation of Quantum Heuristics and Ising Machines: Scoring Parameter Setting Strategies on Optimization Applications
2024/02/15 by David E. Bernal Neira, Robin Brown, Neira, David E. Bernal +11 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture
- Convex Mixed-Integer Nonlinear Programs Derived from Generalized Disjunctive Programming using Cones
2021/09/20 by David E. Bernal Neira, Neira, David E. Bernal, Ignacio E. Grossmann +1 · 1 citation
Computer Science · Engineering · Mathematics · #90C11 #90C25 #90C26 #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #F.2.2 #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC) #Optimization and Variational Analysis
- A Practical Framework for Assessing the Performance of Observable Estimation in Quantum Simulation
2025/04/14 by Siyuan Niu, Niu, Siyuan, Efekan Kökcü +13 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography