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
824 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
206 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
130 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
129 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
67 2023 Toward Realistic Amorphous Topological Insulators M Costa, GR Schleder, M Buongiorno Nardelli, C Lewenkopf, A Fazzio
Nano Letters 19 (12), 8941-8946, 2019
64 2019 Machine learning for materials discovery: Two-dimensional topological insulators GR Schleder, B Focassio, A Fazzio
Applied Physics Reviews 8 (3), 031409, 2021
59 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
49 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
45 2022 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 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
38 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
34 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
33 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
30 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
28 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
27 2021 Amorphous B Focassio, GR Schleder, F Crasto de Lima, C Lewenkopf, A Fazzio
Physical Review B 104 (21), 214206, 2021
25 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
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 Ordinary microfluidic electrodes combined with bulk nanoprobe produce multidimensional electric double-layer capacitances towards metal ion recognition GS da Silva, LP de Oliveira, GF Costa, GF Giordano, CYN Nicoliche, ...
Sensors and Actuators B: Chemical 305, 127482, 2020
21 2020 
Adalberto FazzioDirector, Brazilian Nanotechnology National Laboratory (LNNano/CNPEM)Adresse e-mail validée de lnnano.cnpem.br
