logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
M

Miguel A. L. Marques

ruhr university bochum

67H-index
422Paper Count
2.5WCitation Count
Published Papers 160
Publication Date
logo
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
errAdvanced Intelligent Systems
IF6.1
err2026-08-28
err0
errOAAI
errCristiano Malica; Kostya S. Novoselov; Seongmin Kim; Yousung Jung; Silvana Botti; Miguel A. L. Marques; Tigany Zarrouk; Miguel A. Caro; Sanggyu Chong; Michele Ceriotti; Marivi Fernandez-Serra; Sara Navarro-Rodriguez; Aakash Ashok Naik; Janine George; Ömer Hasan Omar; Victor Trinquet; Gian-Marco Rignanese; Andrey Ustyuzhanin; Sonia Conesa-Boj; Juan Rojo; Minh-Tuan Dau; Simon M.-M. Dubois; Jean-Christophe Charlier; Jose H. Garcia; Romain Gautier; Rachid Laref; Junfeng Qiao; Giovanni Pizzi; Nicola Marzari; Camilla Coletti; Antonio Rossi; Jean-Lucas Uslu; Chiara Zanardi; Vincenzo Palermo; Wide Hogenhout; Natalia Konchakova; Peter Klein; Tejs Vegge; Stephan Roche
errShare
errSave
A generative material transformer using Wyckoff representation
errnpj Computational Materials
IF11.9
err2026-01-23
err0
errOAAI
errPierre-Paul De Breuck; Hashim A. Piracha; Gian-Marco Rignanese; Miguel A. L. Marques
errShare
errSave
Universal machine learning potentials under pressure
errJournal of Physics: Materials
IF0
err2025-12-30
err0
errOAAI
errAntoine Loew; Jonathan Schmidt; Silvana Botti; Miguel A L Marques
errShare
errSave
Generative AI for crystal structures: a review
errnpj Computational Materials
IF11.9
err2025-12-06
err0
errOAAI
errPierre-Paul De Breuck; Hai-Chen Wang; Gian-Marco Rignanese; Silvana Botti; Miguel A. L. Marques
errShare
errSave
Accelerating point defect photo-emission calculations with machine learning interatomic potentials
errnpj Computational Materials
IF11.9
err2025-11-17
err0
errOAAI
errKartikeya Sharma; Antoine Loew; Haiyuan Wang; Fredrik A. Nilsson; Manjari Jain; Miguel A. L. Marques; Kristian S. Thygesen
errShare
errSave
Enhanced Superconductivity in X4H15 Compounds via Hole-Doping at Ambient Pressure
errAdvanced Science
IF14.1
err2025-07-27
err0
errOAAI
errKun Gao; Wenwen Cui; Tiago F. T. Cerqueira; Hai-Chen Wang; Silvana Botti; Miguel A. L. Marques
errShare
errSave
High-throughput study of kagome compounds in the AV3Sb5 family
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errThalis H. B. da Silva; Tiago F. T. Cerqueira; Hai-Chen Wang; Miguel A. L. Marques
errShare
errSave
Machine-learning accelerated prediction of two-dimensional conventional superconductors
errMATERIALS HORIZONS
IF10.7
err2025-01-01
err0
PREAI
errda Silva, Thalis H. B.; Cavignac, Theo; Cerqueira, Tiago F. T.; Wang, Hai-Chen; Marques, Miguel A. L.
errShare
errSave
Assessing Exchange-Correlation Functionals for Accurate Densities of Solids
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-12-03
err0
errOAAI
errAouina, Ayoub; Borlido, Pedro; Marques, Miguel A. L.; Botti, Silvana
errShare
errSave
Improving machine-learning models in materials science through large datasets
errMATERIALS TODAY PHYSICS
IF9.7
err2024-11-01
err2
errOAAI
errSchmidt, Jonathan; Cerqueira, Tiago F. T.; Romero, Aldo H.; Loew, Antoine; Jager, Fabian; Wang, Hai-Chen; Botti, Silvana; Marques, Miguel A. L.
errShare
errSave
Training machine learning interatomic potentials for accurate phonon properties
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-10-23
err0
errOAAI
errLoew, Antoine; Wang, Hai-Chen; Cerqueira, Tiago F. T.; Marques, Miguel A. L.
errShare
errSave
Ruddlesden-Popper Oxyfluorides La2Ni1-x Cu x O3F2 (0 ≤ x ≤ 1): Impact of the Ni/Cu Ratio on the Thermal Stability and Magnetic Properties
errINORGANIC CHEMISTRY
IF4.7
err2024-06-03
err0
errOAAI
errJacobs, Jonas; Wang, Hai-Chen; Marques, Miguel A. L.; Ebbinghaus, Stefan G.
errShare
errSave
Ruddlesden-Popper Oxyfluorides La2Ni1-x Cu x O3F2 (0 ≤ x ≤ 1): Impact of the Ni/Cu Ratio on the Structure
errINORGANIC CHEMISTRY
IF4.7
err2024-03-20
err2
errOAAI
errJacobs, Jonas; Wang, Hai-Chen; Marques, Miguel A. L.; Xu, Ke; auf der Gunne, Jorn Schmedt; Ebbinghaus, Stefan G.
errShare
errSave
Prediction of ambient pressure conventional superconductivity above 80 K in hydride compounds
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-02-28
err22
errOAAI
errSanna, Antonio; Cerqueira, Tiago F. T.; Fang, Yue-Wen; Errea, Ion; Ludwig, Alfred; Marques, Miguel A. L.
errShare
errSave
Prediction of high-Tc superconductivity in ternary actinium beryllium hydrides at low pressure
errPHYSICAL REVIEW B
IF3.7
err2024-01-03
err28
PREAI
errGao, Kun; Cui, Wenwen; Shi, Jingming; Durajski, Artur P.; Hao, Jian; Botti, Silvana; Marques, Miguel A. L.; Li, Yinwei
errShare
errSave
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err9
errOAAI
errEvans, Matthew L.; Bergsma, Johan; Merkys, Andrius; Andersen, Casper W.; Andersson, Oskar B.; Beltran, Daniel; Blokhin, Evgeny; Boland, Tara M.; Castaneda Balderas, Ruben; Choudhary, Kamal; Diaz Diaz, Alberto; Dominguez Garcia, Rodrigo; Eckert, Hagen; Eimre, Kristjan; Fuentes Montero, Maria Elena; Krajewski, Adam M.; Mortensen, Jens Jorgen; Napoles Duarte, Jose Manuel; Pietryga, Jacob; Qi, Ji; Trejo Carrillo, Felipe de Jesus; Vaitkus, Antanas; Yu, Jusong; Zettel, Adam; de Castro, Pedro Baptista; Carlsson, Johan; Cerqueira, Tiago F. T.; Divilov, Simon; Hajiyani, Hamidreza; Hanke, Felix; Jose, Kevin; Oses, Corey; Riebesell, Janosh; Schmidt, Jonathan; Winston, Donald; Xie, Christen; Yang, Xiaoyu; Bonella, Sara; Botti, Silvana; Curtarolo, Stefano; Draxl, Claudia; Fuentes Cobas, Luis Edmundo; Hospital, Adam; Liu, Zi-Kui; Marques, Miguel A. L.; Marzari, Nicola; Morris, Andrew J.; Ong, Shyue Ping; Orozco, Modesto; Persson, Kristin A.; Thygesen, Kristian S.; Wolverton, Chris; Scheidgen, Markus; Toher, Cormac; Conduit, Gareth J.; Pizzi, Giovanni; Grazulis, Saulius; Rignanese, Gian-Marco; Armiento, Rickard
errShare
errSave
Computational prediction and characterization of CuI-based ternary p-type transparent conductors
errJOURNAL OF MATERIALS CHEMISTRY C
IF5.1
err2024-01-01
err0
errOAAI
errSeifert, Michael; Rauch, Tomas; Marques, Miguel A. L.; Botti, Silvana
errShare
errSave
Sampling the Materials Space for Conventional Superconducting Compounds
errADVANCED MATERIALS
IF26.8
err2023-12-02
err22
errOAAI
errCerqueira, Tiago F. T.; Sanna, Antonio; Marques, Miguel A. L.
errShare
errSave
Reproducibility of density functional approximations: How new functionals should be reported
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-09-19
err10
PREAI
errLehtola, Susi; Marques, Miguel A. L.
errShare
errSave
Searching for ductile superconducting Heusler X2YZ compounds
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-08-09
err6
errOAAI
errHoffmann, Noah; Cerqueira, Tiago F. T.; Borlido, Pedro; Sanna, Antonio; Schmidt, Jonathan; Marques, Miguel A. L.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dierk Raabe
H-index: 178 · Papers: 2.3K
K
Kostya S. Novoselov
H-index: 155 · Papers: 921
G
G. Martı́nez
H-index: 148 · Papers: 2.2K
Á
Ángel Rubio
H-index: 128 · Papers: 1.3K
Y
Y. Schütz
H-index: 115 · Papers: 687
View more