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
762 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
193 2021 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
129 2016 Exploring Two-Dimensional Materials Thermodynamic Stability via Machine Learning GR Schleder, CM Acosta, A Fazzio
ACS Applied Materials & Interfaces 12 (18), 20149-20157, 2020
124 2020 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
63 2023 Toward Realistic Amorphous Topological Insulators M Costa, GR Schleder, M Buongiorno Nardelli, C Lewenkopf, A Fazzio
Nano Letters 19 (12), 8941-8946, 2019
63 2019 Machine learning for materials discovery: Two-dimensional topological insulators GR Schleder, B Focassio, A Fazzio
Applied Physics Reviews 8 (3), 031409, 2021
54 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
44 2020 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
42 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
39 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
34 2021 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
31 2022 Modular label-free electrochemical biosensor loading nature-inspired peptide toward the widespread use of COVID-19 antibody tests ACH Castro, IRS Bezerra, AM Pascon, GH Da Silva, EA Philot, ...
ACS nano 16 (9), 14239-14253, 2022
30 2022 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
29 2020 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
27 2021 Amorphous B Focassio, GR Schleder, F Crasto de Lima, C Lewenkopf, A Fazzio
Physical Review B 104 (21), 214206, 2021
24 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
23 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 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
20 2021 Pair Distribution Function from Electron Diffraction in Cryogenic Electron Microscopy: Revealing Glassy Water Structure JB Souza Junior, GR Schleder, FM Colombari, MA de Farias, J Bettini, ...
The Journal of Physical Chemistry Letters 11 (4), 1564-1569, 2020
20 2020 
Adalberto FazzioDirector, Brazilian Nanotechnology National Laboratory (LNNano/CNPEM)Email verificata su lnnano.cnpem.br
