| From DFT to machine learning: recent approaches to materials science–a review GR Schleder, ACM Padilha, CM Acosta, M Costa, A Fazzio Journal of Physics: Materials 2 (3), 032001, 2019 | 889 | 2019 |
| The 2021 Quantum Materials Roadmap F Giustino, M Bibes, JH Lee, F Trier, R Valentí, SM Winter, YW Son, ... Journal of Physics: Materials 3 (4), 042006, 2021 | 222 | 2021 |
| Exploring Two-Dimensional Materials Thermodynamic Stability via Machine Learning GR Schleder, CM Acosta, A Fazzio ACS Applied Materials & Interfaces 12 (18), 20149-20157, 2020 | 140 | 2020 |
| Bio-based polyurethane prepared from Kraft lignin and modified castor oil LB Tavares, CV Boas, GR Schleder, AM Nacas, DS Rosa, DJ Santos Express Polymer Letters 10 (11), 927-940, 2016 | 131 | 2016 |
| Pressure-enhanced fractional Chern insulators along a magic line in moiré transition metal dichalcogenides N Morales-Durán, J Wang, GR Schleder, M Angeli, Z Zhu, E Kaxiras, ... Physical Review Research 5 (3), L032022, 2023 | 74 | 2023 |
| Toward Realistic Amorphous Topological Insulators M Costa, GR Schleder, M Buongiorno Nardelli, C Lewenkopf, A Fazzio Nano Letters 19 (12), 8941-8946, 2019 | 67 | 2019 |
| Machine learning for materials discovery: Two-dimensional topological insulators GR Schleder, B Focassio, A Fazzio Applied Physics Reviews 8 (3), 031409, 2021 | 64 | 2021 |
| Connecting Higher-Order Topology with the Orbital Hall Effect in Monolayers of Transition Metal Dichalcogenides M Costa, B Focassio, TP Cysne, LM Canonico, GR Schleder, RB Muniz, ... Physical Review Letters 130, 116204, 2023 | 58 | 2023 |
| Biocompatible wearable electrodes on leaves toward the on-site monitoring of water loss from plants JA Barbosa, VMS Freitas, LHB Vidotto, GR Schleder, RAG de Oliveira, ... ACS Applied Materials & Interfaces 14 (20), 22989-23001, 2022 | 50 | 2022 |
| Pair Distribution Function Obtained from Electron Diffraction: An Advanced Real-Space Structural Characterization Tool JBS Junior, GR Schleder, J Bettini, IC Nogueira, A Fazzio, ER Leite Matter 4 (2), 441-460, 2021 | 47 | 2021 |
| Ab initio simulations and Materials Chemistry in the Age of Big Data GR Schleder, ACM Padilha, A Reily Rocha, GM Dalpian, A Fazzio Journal of Chemical Information and Modeling 60 (2), 452-459, 2020 | 45 | 2020 |
| Modular label-free electrochemical biosensor loading nature-inspired peptide toward the widespread use of COVID-19 antibody tests ACH Castro, ÍRS Bezerra, AM Pascon, GH Da Silva, EA Philot, ... ACS nano 16 (9), 14239-14253, 2022 | 39 | 2022 |
| Structural dynamics of SARS-CoV-2 nucleocapsid protein induced by RNA binding HV Ribeiro-Filho, GE Jara, FAH Batista, GR Schleder, CC Costa Tonoli, ... PLOS Computational Biology 18 (5), e1010121, 2022 | 37 | 2022 |
| Disorder effects of vacancies on the electronic transport properties of realistic topological insulators nanoribbons: the case of bismuthene A Pezo, B Focassio, GR Schleder, M Costa, C Lewenkopf, A Fazzio Physical Review Materials 5 (1), 014204, 2021 | 30 | 2021 |
| Converging Multidimensional Sensor and Machine Learning Towards High-Throughput and Biorecognition Element-Free Multidetermination of Extracellular Vesicle Biomarkers CYN Nicoliche, RAG de Oliveira, GS da Silva, LF Ferreira, IL Rodrigues, ... ACS Sensors 5 (7), 1864, 2020 | 30 | 2020 |
| Performance assessment of universal machine learning interatomic potentials: Challenges and directions for materials’ surfaces B Focassio, LP M. Freitas, GR Schleder ACS Applied Materials & Interfaces 17 (9), 13111–13121, 2025 | 27 | 2025 |
| Amorphous structural, electronic, and topological nature from first principles B Focassio, GR Schleder, F Crasto de Lima, C Lewenkopf, A Fazzio Physical Review B 104 (21), 214206, 2021 | 26 | 2021 |
| Structural and electronic properties of realistic two-dimensional amorphous topological insulators B Focassio, GR Schleder, M Costa, A Fazzio, C Lewenkopf 2D Materials 8 (2), 025032, 2021 | 23 | 2021 |
| Discovery of higher-order topological insulators using the spin Hall conductivity as a topology signature M Costa, GR Schleder, CM Acosta, ACM Padilha, F Cerasoli, MB Nardelli, ... npj Computational Materials 7 (1), 49, 2021 | 22 | 2021 |
| Adsorption of 3d, 4d, and 5d transition metal atoms on β12 Borophene JCA Quiceno, GR Schleder, E Marinho Jr, A Fazzio Journal of Physics: Condensed Matter 29 (30), 305302, 2017 | 22 | 2017 |
Adalberto FazzioDirector, Brazilian Nanotechnology National Laboratory (LNNano/CNPEM)Verified email at lnnano.cnpem.br
