J. A. Montañez-Barrera

Unbalanced penalization: a new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms

J. A. Montañez-Barrera, Dennis Willsch, Alberto Maldonado-Romo et al. · Quantum Science and Technology · 2024 · 41 citations · Full text

Computing, Computer Science, Mathematics +15

ANN-based correlation for frictional pressure drop of non-azeotropic mixtures during cryogenic forced boiling

J.M. Barroso-Maldonado, J. A. Montañez-Barrera, J.M. Belman-Flores et al. · Applied Thermal Engineering · 2018 · 29 citations · Full text

Engineering, Materials Science, Mechanical Engineering +13

Correlated-informed neural networks: A new machine learning framework to predict pressure drop in micro-channels

J. A. Montañez-Barrera, J.M. Barroso-Maldonado, Andres Felipe Bedoya-Santacruz et al. · International Journal of Heat and Mass Transfer · 2022 · 21 citations · Full text

Computing, Computer Science, Petroleum Engineering +14

Testing swampland conjectures with machine learning

Nana Cabo Bizet, César Damián, Oscar Loaiza‐Brito et al. · The European Physical Journal C · 2020 · 20 citations · Full text

Natural Sciences, Computer Science, Physics +13

Decoherence predictions in a superconducting quantum processor using the steepest-entropy-ascent quantum thermodynamics framework

J. A. Montañez-Barrera, Michael R. von Spakovsky, César Damián et al. · Physical review. A/Physical review, A · 2022 · 14 citations

Natural Sciences, Computer Science, Physics +17