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ORCIDRomán Orús
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Journal Articles
- 2023
[j6]Yongcheng Ding
, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz:
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer. Entropy 25(2): 323 (2023)- 2022
- [j5]Rubén Ibarrondo, Mikel Sanz, Román Orús:
Forecasting Election Polls with Spin Systems. SN Comput. Sci. 3(1): 44 (2022) - [j4]Ángel J. Gallego, Román Orús:
Language Design as Information Renormalization. SN Comput. Sci. 3(2): 140 (2022) - 2011
- [j3]Roman Orus, Tzu-Chieh Wei:
Geometric entanglement of one-dimensional systems: bounds and scalings in the thermodynamic limit. Quantum Inf. Comput. 11(7&8): 563-573 (2011) - 2005
- [j2]Roman Orus:
Two slightly-entangled NP-complete problems. Quantum Inf. Comput. 5(6): 449-455 (2005) - 2002
- [j1]Román Orús, José I. Latorre, Miguel-Angel Martin-Delgado:
Natural Majorization of the Quantum Fourier Transformation in Phase-Estimation Algorithms. Quantum Inf. Process. 1(4): 283-302 (2002)
Conference and Workshop Papers
- 2019
- [c1]Christophe Jouis, Mercedes Orús-Lacort, Nino Durglishvili, Román Orús:
Management of Big Textual Data in Qualitative Research: Organizing the Relationships in a Typology based on Logical Properties. MEDES 2019: 277-284
Informal and Other Publications
- 2024
- [i18]Borja Aizpurua, Roman Orus:
Tensor Networks for Explainable Machine Learning in Cybersecurity. CoRR abs/2401.00867 (2024) - [i17]Pablo Martin-Ramiro, Unai Sainz de la Maza, Roman Orus, Samuel Mugel:
Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks. CoRR abs/2401.01373 (2024) - [i16]Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri-Alaoui, John Malcolm, Samuel Mugel, Roman Orus:
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks. CoRR abs/2401.14109 (2024) - [i15]Sukhbinder Singh, Saeed S. Jahromi, Roman Orus:
Tensor network compressibility of convolutional models. CoRR abs/2403.14379 (2024) - [i14]Paul San Sebastian, Mikel Cañizo, Román Orús:
Image Classification with Rotation-Invariant Variational Quantum Circuits. CoRR abs/2403.15031 (2024) - 2023
- [i13]Pablo Bermejo, Borja Aizpurua, Roman Orus:
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning. CoRR abs/2304.06768 (2023) - [i12]Raj G. Patel, Tomas Dominguez, Mohammad Dib, Samuel Palmer, Andrea Cadarso, Fernando De Lope Contreras, Abdelkader Ratnani, Francisco Gomez Casanova, Senaida Hernández-Santana, Álvaro Díaz Fernández, Eva Andrés, Jorge Luis-Hita, Escolástico Sánchez-Martínez, Samuel Mugel, Roman Orus:
Application of Tensor Neural Networks to Pricing Bermudan Swaptions. CoRR abs/2304.09750 (2023) - [i11]Siddhartha Patra, Saeed S. Jahromi, Sukhbinder Singh, Roman Orus:
Efficient tensor network simulation of IBM's largest quantum processors. CoRR abs/2309.15642 (2023) - [i10]Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martinez, Roman Orus:
Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks. CoRR abs/2311.02986 (2023) - 2022
- [i9]Pablo Bermejo, Roman Orus:
Variational Quantum and Quantum-Inspired Clustering. CoRR abs/2206.09893 (2022) - [i8]Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus:
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR abs/2208.02235 (2022) - [i7]Daniel Guijo, Victor Onofre, Gianni Del Bimbo, Samuel Mugel, Daniel Estepa, Xabier De Carlos, Ana Adell, Aizea Lojo, Josu Bilbao, Roman Orus:
Quantum artificial vision for defect detection in manufacturing. CoRR abs/2208.04988 (2022) - [i6]Samuel Palmer, Konstantinos Karagiannis, Adam Florence, Asier Rodriguez, Roman Orus, Harish Naik, Samuel Mugel:
Financial Index Tracking via Quantum Computing with Cardinality Constraints. CoRR abs/2208.11380 (2022) - [i5]Lucas Leclerc, Luis Ortiz-Guitierrez, Sebastián Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, Usman Ayub Sheikh, Maitree Shah, Luc Andrea, Faysal Ishtiaq, Andoni Duarte, Samuel Mugel, Irene Caceres, Michel Kurek, Roman Orus, Achraf Seddik, Oumaima Hammammi, Hacene Isselnane, Didier M'tamon:
Financial Risk Management on a Neutral Atom Quantum Processor. CoRR abs/2212.03223 (2022) - [i4]Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Samuel Palmer, Saeed S. Jahromi, Shivam Sharma, Tomas Dominguez, Kris Tziritas, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Samuel Mugel, Roman Orus:
Quantum-Inspired Tensor Neural Networks for Option Pricing. CoRR abs/2212.14076 (2022) - 2020
- [i3]Samuel Mugel, Carlos Kuchkovsky, Escolastico Sanchez, Samuel Fernández-Lorenzo, Jorge Luis-Hita, Enrique Lizaso, Roman Orus:
Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks. CoRR abs/2007.00017 (2020) - 2017
- [i2]Ángel J. Gallego, Roman Orus:
The physical structure of grammatical correlations: equivalences, formalizations and consequences. CoRR abs/1708.01525 (2017) - [i1]Roman Orus, Roger Martin, Juan Uriagereka:
Mathematical foundations of matrix syntax. CoRR abs/1710.00372 (2017)
Coauthor Index
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