| Plenary Lecture 1-
4JAX - Porous nanomaterials for capturing, sensing and releasing
Room: Gustavo Leite Theater
Authors: Luisa De Cola
Presenter: L De Cola - Room: Gustavo Leite Theater
|
|
|
| Oral Session 1-
4FXE - Combining the Power of High-Throughput ab initio Calculations and Machine Learning towards Materials Informatics (Invited Lecture)
Authors: Gian-Marco Rignanese
Presenter: Gian-Marco Rignanese - Room: Jatiúca
-
4EHT - A machine learning-enhancement for portable electrochemical detection of viruses.
Ronaldo Valentin Challhua Reynoso; Ronaldo Cristiano Prati; Ana Melva Champi Farfan
Authors: Ronaldo Valentin Challhua Reynoso; Ronaldo Cristiano Prati; Ana Melva Champi Farfan
Presenter: REYNOSO, R. V. C. - Room: Jatiúca
-
4FRP - Synthesizing double halide perovskites with machine learning prediction
Tatiane Pretto; Fábio Baum; MARCOS JOSE LEITE SANTOS
Authors: Tatiane Pretto; Fábio Baum; MARCOS JOSE LEITE SANTOS
Presenter: Tatiane Pretto - Room: Jatiúca
-
4GEE - Prediction of self-healing properties of concrete modified with fibers and bacteria
Carolina Luiza Emereciana Pessoa; Victor Hugo Peres Silva; Ricardo Stefani
Authors: Carolina Luiza Emereciana Pessoa; Victor Hugo Peres Silva; Ricardo Stefani
Presenter: Ricardo Stefani - Room: Jatiúca
|
|
|
| Oral Session 2-
4EEJ - Engineering Soft-Matter with Agent-Driven High-Throughput Experiments (Invited Lecture)
Lilo D. Pozzo; Kiran Vaddi; Karen Li; Fábio Baum; Huat Thart-Chiang; Maria Politi
Authors: Lilo D. Pozzo; Kiran Vaddi; Karen Li; Fábio Baum; Huat Thart-Chiang; Maria Politi
Presenter: POZZO, L. D. - Room: Pajuçara
-
4HHY - Natural language processing towards a data-oriented design approach for producing biochar and hydrochar
Authors: Amauri Jardim Paula
Presenter: Amauri Jardim Paula - Room: Pajuçara
-
4HA6 - Machine learning-assisted MD simulation of melting in superheated AlCu crystal validates the Classical Nucleation Theory
Azat Tipeev; Roman E. Ryltsev; Shiddhartha Ramprakash; Nikolay M. Chtchelkatchev; Edgar Dutra Zanotto
Authors: Azat Tipeev; Roman E. Ryltsev; Shiddhartha Ramprakash; Nikolay M. Chtchelkatchev; Edgar Dutra Zanotto
Presenter: Azat Tipeev - Room: Pajuçara
-
4EJZ - Machine learning as a tool on multiscale materials modelling: building bridges over scales
Caetano Rodrigues Miranda
Authors: Caetano Rodrigues Miranda
Presenter: MIRANDA, C. R. - Room: Pajuçara
-
4GMA - First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces
Gabriel Ravanhani Schleder; Marios Mattheakis; Daniel T. Larson; Efthimios Kaxiras
Authors: Gabriel Ravanhani Schleder; Marios Mattheakis; Daniel T. Larson; Efthimios Kaxiras
Presenter: Gabriel Ravanhani Schleder - Room: Pajuçara
-
4HSE - Machine learning and Natural Language Processing in Materials Sciences (Invited Lecture)
Osvaldo Novais de Oliveira Junior
Authors: Osvaldo Novais de Oliveira Junior
Presenter: Osvaldo Novais de Oliveira Junior - Room: Pajuçara
|
|
|
| Plenary Lecture 2-
4JBK - Graphene and Related Materials: From Production to Applications
Room: Gustavo Leite Theater
Authors: Andrea C. Ferrari
Presenter: FERRARI, A. C. - Room: Gustavo Leite Theater
|
| Oral Session 3-
4F2Q - Graph recommender system for ionic substitution: Discovering new materials (Invited Lecture)
Authors: Gustavo Martini Dalpian
Presenter: DALPIAN, G. - Room: Tamarindo
-
4EC4 - Machine Learning-Assisted Exploration of 111-Type 2D Perovskite Structures for Photovoltaic and Optoelectronic Applications: A High-Throughput Screening Approach
Rogério Almeida Gouvêa; Pierre-Paul De Breuck; Gian-Marco Rignanese; MARCOS JOSE LEITE SANTOS
Authors: Rogério Almeida Gouvêa; Pierre-Paul De Breuck; Gian-Marco Rignanese; MARCOS JOSE LEITE SANTOS
Presenter: GOUVÊA, R. A. - Room: Tamarindo
-
4FZY - Supervised machine learning models developed to predict the properties of biocompatible Ti alloys
Vinicius Richieri Manso Gonçalves; Luiz Paulo Lopes Fávero
Authors: Vinicius Richieri Manso Gonçalves; Luiz Paulo Lopes Fávero
Presenter: Vinicius Richieri Manso Gonçalves - Room: Tamarindo
|
| Poster Session 1-
4EMQ - Machine learning models for materials screening applied to CO2 reduction and obtaining value-added products
Alvaro David Torrez Baptista; Paulo Henrique Ribeiro Amaral; Marcel Valério de Arruda; Caetano Rodrigues Miranda
Authors: Alvaro David Torrez Baptista; Paulo Henrique Ribeiro Amaral; Marcel Valério de Arruda; Caetano Rodrigues Miranda
Presenter: TORREZ BAPTISTA, A. D. - Room: Exhibition Area
-
4DZX - Artificial neural networks applied in the catalytic process of urease and conjugated polymer thin films
Cléber Gomes de Jesus; Rebeca da Rocha Rodrigues; Carlos Alexandre Moreira da Silva; Laura Oliveira Péres
Authors: Cléber Gomes de Jesus; Rebeca da Rocha Rodrigues; Carlos Alexandre Moreira da Silva; Laura Oliveira Péres
Presenter: JESUS, C. G. D. - Room: Exhibition Area
-
4ETM - Metallic Nanoparticles in Magnetic Resonance Imaging: a Study of Signal and Development of an Algorithm for Automatic Determination of Longitudinal Relaxation Time
Daniela Gomes Bornal; Marcela de Oliveira; Hulder Henrique Zaparoli; Marina Piacenti da Silva; Paulo Noronha Lisboa-Filho
Authors: Daniela Gomes Bornal; Marcela de Oliveira; Hulder Henrique Zaparoli; Marina Piacenti da Silva; Paulo Noronha Lisboa-Filho
Presenter: BORNAL, D. G. - Room: Exhibition Area
-
4EVC - Machine Learning-Assisted Phase Prediction in Multicomponent Alloys: A Comparative Study
Kayque Rodrigues Santos; Pedro Henrique Fernandes Oliveira; Francisco Gil Coury
Authors: Kayque Rodrigues Santos; Pedro Henrique Fernandes Oliveira; Francisco Gil Coury
Presenter: COURY, F. G. - Room: Exhibition Area
-
4FFH - A combined DFT and machine learning study to understand catalyst and solvent effects on the conversion of CO2 into ethanol
Giliandro Farias; Marcel Valério de Arruda; Deivid Aparecido Henrique; João V. V. Cassiano; Alvaro David Torrez Baptista; Caetano Rodrigues Miranda
Authors: Giliandro Farias; Marcel Valério de Arruda; Deivid Aparecido Henrique; João V. V. Cassiano; Alvaro David Torrez Baptista; Caetano Rodrigues Miranda
Presenter: FARIAS, G. - Room: Exhibition Area
-
4E6F - PRINTABILITY OF BIOINKS: A CONSOLIDATED DEFINITION FOR FUTURE PREDICTION MODELS
Matheus Alex Araujo Resende; Andrés Vercik; Eliana Cristina da Rigo Rigo
Authors: Matheus Alex Araujo Resende; Andrés Vercik; Eliana Cristina da Rigo Rigo
Presenter: RESENDE, M. A. A. - Room: Exhibition Area
-
4GC6 - Application of Artificial Intelligence for porosity prediction in the Freeze casting process.
Rafael Gaspar Bessa de Oliveira; Alysson Martins Almeida Silva
Authors: Rafael Gaspar Bessa de Oliveira; Alysson Martins Almeida Silva
Presenter: Rafael Gaspar Bessa de Oliveira - Room: Exhibition Area
-
4FWY - Machine Learning prediction of Self-Healing Capacity of Concrete with the use of Synthetic Data
Ricardo Stefani; Franciana Sokoloski
Authors: Ricardo Stefani; Franciana Sokoloski
Presenter: Ricardo Stefani - Room: Exhibition Area
-
4ECG - Boosting MODNet Capabilities: Fast Featurization, Gradient Boosting Augmentation, and Pretrained Model Synergy for Materials Science Predictions
Rogério Almeida Gouvêa; Pierre-Paul De Breuck; Gian-Marco Rignanese; MARCOS JOSE LEITE SANTOS
Authors: Rogério Almeida Gouvêa; Pierre-Paul De Breuck; Gian-Marco Rignanese; MARCOS JOSE LEITE SANTOS
Presenter: GOUVÊA, R. A. - Room: Exhibition Area
-
4GTX - Application of neural networks in the study of the influence of print parameters on the mechanical behavior of parts produced by FDM
Victor Gabriel Oliveira Dal Posso; Edson Godoy; Heinstein Frederich Leal dos Santos; Vanessa Motta Chad; Marcia Moreira Medeiros
Authors: Victor Gabriel Oliveira Dal Posso; Edson Godoy; Heinstein Frederich Leal dos Santos; Vanessa Motta Chad; Marcia Moreira Medeiros
Presenter: POSSO, V. G. O. D. - Room: Exhibition Area
-
4H4H - Using Neighborhood Cultivation Genetic Algorithm to Identify the Parameters of a Time Dependent Mechanical Model for PTFE Powder Pressing.
Vinicius Sciuti; Lucas A. Fernandes; Matheus Furlan; Salvino M. Macêdo; Rodrigo Bresciani Canto
Authors: Vinicius Sciuti; Lucas A. Fernandes; Matheus Furlan; Salvino M. Macêdo; Rodrigo Bresciani Canto
Presenter: Vinicius Sciuti - Room: Exhibition Area
|