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David Bernal Neira

Assistant Professor

Purdue University

United States

Research Interests

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Articles (25)

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Collaborators (4)

Michael von Spakovsky

Professor

Virginia Polytechnic Institute and State University

UNITED STATES

View details

Jan Kronqvist

KTH Royal Institute of Technology

SWEDEN

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Marco Pavone

Stanford University

UNITED STATES

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Farshud Sorourifar

Ohio State University

UNITED STATES

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David Bernal Neira

Research Interests

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Articles (25)

Optimizing QAOA circuit transpilation with parity twine and SWAP network encodings

50 years of mixed-integer nonlinear and disjunctive programming

Mixed-Integer Reaggregated Hull Reformulation of Special Structured Generalized Linear Disjunctive Programs

Multi-GPU quantum circuit simulation and the impact of network performance

The Quantum Optimization Benchmarking Library

Surrogate optimization of variational quantum circuits

A Comprehensive Cross-Model Framework for Benchmarking the Performance of Quantum Hamiltonian Simulations

Benchmarking quantum optimization for the maximum-cut problem on a superconducting quantum computer

Benchmarking the operation of quantum heuristics and Ising machines: scoring parameter setting strategies on optimization applications

Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration across Distributed Data Sources

Ground-State Energy Estimation on Current Quantum Hardware through the Variational Quantum Eigensolver: A Practical Study

Intensified production of butyl citrates from a calcium citrate salt via solid-liquid reaction

Logic-Based Discrete-Steepest Descent: A solution method for process synthesis Generalized Disjunctive Programs

MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption

Toward efficient quantum computation of molecular ground-state energies

Mind the <inline-formula><math display="inline"><semantics><mrow><mover accent="true"><mi mathvariant="bold-script">O</mi><mo stretchy="false">˜</mo></mover></mrow></semantics></math></inline-formula>: Asymptotically Better, but Still Impractical, Quantum Distributed Algorithms

Modeling for integrated refinery planning with crude-oil scheduling

Advances in Generalized Disjunctive and Mixed- Integer Nonlinear Programming Algorithms and Software for Superstructure Optimization

Alternative regularizations for Outer-Approximation algorithms for convex MINLP

Characterization of QUBO reformulations for the maximum k-colorable subgraph problem

Coherent simulation with thousands of qubits

Perspectives of quantum computing for chemical engineering

Process Superstructure Optimization through Discrete Steepest Descent Optimization: a GDP Analysis and Applications in Process Intensification

Pyomo.GDP: an ecosystem for logic based modeling and optimization development

Formulating and Solving Routing Problems on Quantum Computers

Collaborators (4)

Michael von Spakovsky

Jan Kronqvist

Marco Pavone

Farshud Sorourifar

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