Unbalanced penalization: a new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms
Montañez-Barrera, J A, Willsch, Dennis, Maldonado-Romo, A, Michielsen, Kristel
Published in Quantum science and technology (01.04.2024)
Published in Quantum science and technology (01.04.2024)
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Journal Article
Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage
Montanez-Barrera, J. A., van den Heuvel, Pim, Willsch, Dennis, Michielsen, Kristel
Published in 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) (17.09.2023)
Published in 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) (17.09.2023)
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Conference Proceeding
Correlated-informed neural networks: A new machine learning framework to predict pressure drop in micro-channels
Montañez-Barrera, J.A., Barroso-Maldonado, J.M., Bedoya-Santacruz, A.F., Mota-Babiloni, Adrián
Published in International journal of heat and mass transfer (15.09.2022)
Published in International journal of heat and mass transfer (15.09.2022)
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Journal Article
Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage
Montanez-Barrera, J A, Pim van den Heuvel, Willsch, Dennis, Michielsen, Kristel
Published in arXiv.org (30.05.2023)
Published in arXiv.org (30.05.2023)
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Paper
Journal Article
Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels
Montanez-Barrera, J A, Barroso-Maldonado, J M, Bedoya-Santacruz, A F, Mota-Babiloni, Adrian
Published in arXiv.org (02.08.2022)
Published in arXiv.org (02.08.2022)
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Paper
Journal Article
Decoherence predictions in a superconductive quantum device using the steepest-entropy-ascent quantum thermodynamics framework
Montanez-Barrera, J A, von Spakovsky, M R, Damian-Ascencio, C E, Cano-Andrade, S
Published in arXiv.org (23.07.2022)
Published in arXiv.org (23.07.2022)
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Paper
Journal Article
Method for Generating Randomly Perturbed Density Operators Subject to Different Sets of Constraints
Montanez-Barrera, J A, Holladay, R T, Beretta, G P, von Spakovsky, Michael R
Published in arXiv.org (10.01.2022)
Published in arXiv.org (10.01.2022)
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Paper
Journal Article
A zero-entropy classical shadow reconstruction of density state operators
Montañez-Barrera, J. A, Beretta, G. P, Michielsen, Kristel, von Spakovsky, Michael R
Year of Publication 30.08.2024
Year of Publication 30.08.2024
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Journal Article
Testing Swampland Conjectures with Machine Learning
Bizet, Nana Cabo, Damian, Cesar, Loaiza-Brito, Oscar, Peña, Damián Kaloni Mayorga, Montañez-Barrera, J. A
Year of Publication 12.06.2020
Year of Publication 12.06.2020
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Journal Article
Testing Swampland Conjectures with Machine Learning
Nana Cabo Bizet, Damian, Cesar, Loaiza-Brito, Oscar, Damián Kaloni Mayorga Peña, Montañez-Barrera, J A
Published in arXiv.org (29.06.2020)
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Published in arXiv.org (29.06.2020)
Paper
PennyLane: Automatic differentiation of hybrid quantum-classical computations
Bergholm, Ville, Izaac, Josh, Schuld, Maria, Gogolin, Christian, Ahmed, Shahnawaz, Ajith, Vishnu, Alam, M. Sohaib, Alonso-Linaje, Guillermo, AkashNarayanan, B, Asadi, Ali, Arrazola, Juan Miguel, Azad, Utkarsh, Banning, Sam, Blank, Carsten, Bromley, Thomas R, Cordier, Benjamin A, Ceroni, Jack, Delgado, Alain, Di Matteo, Olivia, Dusko, Amintor, Garg, Tanya, Guala, Diego, Hayes, Anthony, Hill, Ryan, Ijaz, Aroosa, Isacsson, Theodor, Ittah, David, Jahangiri, Soran, Jain, Prateek, Jiang, Edward, Khandelwal, Ankit, Kottmann, Korbinian, Lang, Robert A, Lee, Christina, Loke, Thomas, Lowe, Angus, McKiernan, Keri, Meyer, Johannes Jakob, Montañez-Barrera, J. A, Moyard, Romain, Niu, Zeyue, O'Riordan, Lee James, Oud, Steven, Panigrahi, Ashish, Park, Chae-Yeun, Polatajko, Daniel, Quesada, Nicolás, Roberts, Chase, Sá, Nahum, Schoch, Isidor, Shi, Borun, Shu, Shuli, Sim, Sukin, Singh, Arshpreet, Strandberg, Ingrid, Soni, Jay, Száva, Antal, Thabet, Slimane, Vargas-Hernández, Rodrigo A, Vincent, Trevor, Vitucci, Nicola, Weber, Maurice, Wierichs, David, Wiersema, Roeland, Willmann, Moritz, Wong, Vincent, Zhang, Shaoming, Killoran, Nathan
Year of Publication 12.11.2018
Year of Publication 12.11.2018
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Journal Article
PennyLane: Automatic differentiation of hybrid quantum-classical computations
Bergholm, Ville, Izaac, Josh, Schuld, Maria, Gogolin, Christian, Shahnawaz Ahmed, Vishnu Ajith, M Sohaib Alam, Alonso-Linaje, Guillermo, AkashNarayanan, B, Asadi, Ali, Juan Miguel Arrazola, Azad, Utkarsh, Banning, Sam, Blank, Carsten, Bromley, Thomas R, Cordier, Benjamin A, Ceroni, Jack, Delgado, Alain, Olivia Di Matteo, Amintor Dusko, Garg, Tanya, Guala, Diego, Hayes, Anthony, Hill, Ryan, Aroosa Ijaz, Isacsson, Theodor, Ittah, David, Jahangiri, Soran, Jain, Prateek, Jiang, Edward, Khandelwal, Ankit, Kottmann, Korbinian, Lang, Robert A, Lee, Christina, Loke, Thomas, Lowe, Angus, McKiernan, Keri, Johannes Jakob Meyer, Montañez-Barrera, J A, Moyard, Romain, Niu, Zeyue, Lee James O'Riordan, Oud, Steven, Panigrahi, Ashish, Park, Chae-Yeun, Polatajko, Daniel, Quesada, Nicolás, Roberts, Chase, Sá, Nahum, Schoch, Isidor, Shi, Borun, Shu, Shuli, Sim, Sukin, Singh, Arshpreet, Strandberg, Ingrid, Soni, Jay, Antal Száva, Thabet, Slimane, Vargas-Hernández, Rodrigo A, Vincent, Trevor, Vitucci, Nicola, Weber, Maurice, Wierichs, David, Wiersema, Roeland, Willmann, Moritz, Wong, Vincent, Zhang, Shaoming, Killoran, Nathan
Published in arXiv.org (29.07.2022)
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Published in arXiv.org (29.07.2022)
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