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Symposium A Artificial intelligence applied to materials science

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Microfluidics research: opportunities for material science
Prof. Glauber T. Silva, IF/UFAL PPG-Materiais/UFAL, PPG-Física/UFAL
Young Researchers´School: Tutorial on Scientific Writing and the Editorial Process
Prof. Dr. Valtencir Zucolotto; Instituto de Física de São Carlos - USP and ELSEVIER
From nanomaterials to macromolecules: Innovative technologies applied to forensic science
Prof. Dr. Adriana Santos Ribeiro, IQB/UFAL; Perito Dr. Alexandro Mangueira Lima de Assis, Polícia Federal/AL, PPGMateriais/UFAL
Opening Ceremony
Memorial Lecture
  • ML.1
    19:00 - 20:30
    4JAV - Spinning Wheels Beyond Rare Earth Spectroscopy: Building a Future with Functional Photonic Materials from 50 Years of Science, Sweat, and Tears
    Gilberto Fernandes Sá
    Room: Gustavo Leite Theater
Welcome Cocktail
Plenary Lecture 1
  • PL-1.1
    10:15 - 11:15
    4JAX - Porous nanomaterials for capturing, sensing and releasing
    Luisa De Cola
    Room: Gustavo Leite Theater
Coffee Break
Oral Session 1
  • A.O1.D1.1
    11:15 - 11:45
    4FXE - Combining the Power of High-Throughput ab initio Calculations and Machine Learning towards Materials Informatics (Invited Lecture)
    Gian-Marco Rignanese
    Room: Jatiúca
  • A.O1.D1.2
    11:45 - 12:00
    4EHT - A machine learning-enhancement for portable electrochemical detection of viruses.
    Ronaldo Valentin Challhua Reynoso; Ronaldo Cristiano Prati; Ana Melva Champi Farfan
    Room: Jatiúca
  • A.O1.D1.3
    12:00 - 12:15
    4FRP - Synthesizing double halide perovskites with machine learning prediction
    Tatiane Pretto; Fábio Baum; MARCOS JOSE LEITE SANTOS
    Room: Jatiúca
  • A.O1.D1.4
    12:15 - 12:30
    4GEE - Prediction of self-healing properties of concrete modified with fibers and bacteria
    Carolina Luiza Emereciana Pessoa; Victor Hugo Peres Silva; Ricardo Stefani
    Room: Jatiúca
Lunch
Oral Session 2
  • A.O2.D1.1
    14:00 - 14:30
    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
    Room: Pajuçara
  • A.O2.D1.2
    14:30 - 14:45
    4HHY - Natural language processing towards a data-oriented design approach for producing biochar and hydrochar
    Amauri Jardim Paula
    Room: Pajuçara
  • A.O2.D1.3
    14:45 - 15:00
    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
    Room: Pajuçara
  • A.O2.D1.4
    15:00 - 15:15
    4EJZ - Machine learning as a tool on multiscale materials modelling: building bridges over scales
    Caetano Rodrigues Miranda
    Room: Pajuçara
  • A.O2.D1.5
    15:15 - 15:30
    4GMA - First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces
    Gabriel Ravanhani Schleder; Marios Mattheakis; Daniel T. Larson; Efthimios Kaxiras
    Room: Pajuçara
  • A.O2.D1.6
    15:30 - 16:00
    4HSE - Machine learning and Natural Language Processing in Materials Sciences (Invited Lecture)
    Osvaldo Novais de Oliveira Junior
    Room: Pajuçara
Coffee Break
Plenary Lecture 2
  • PL-2.1
    16:25 - 17:25
    4JBK - Graphene and Related Materials: From Production to Applications
    Andrea C. Ferrari
    Room: Gustavo Leite Theater
Oral Session 3
  • A.O3.D1.1
    17:30 - 18:00
    4F2Q - Graph recommender system for ionic substitution: Discovering new materials (Invited Lecture)
    Gustavo Martini Dalpian
    Room: Tamarindo
  • A.O3.D1.2
    18:00 - 18:15
    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
    Room: Tamarindo
  • A.O3.D1.3
    18:15 - 18:30
    4FZY - Supervised machine learning models developed to predict the properties of biocompatible Ti alloys
    Vinicius Richieri Manso Gonçalves; Luiz Paulo Lopes Fávero
    Room: Tamarindo
Poster Session 1
  • A.P1.D1.1
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.3
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.4
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.5
    18:30 - 20:00
    4EVC - Machine Learning-Assisted Phase Prediction in Multicomponent Alloys: A Comparative Study
    Kayque Rodrigues Santos; Pedro Henrique Fernandes Oliveira; Francisco Gil Coury
    Room: Exhibition Area
  • A.P1.D1.6
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.7
    18:30 - 20:00
    4E6F - PRINTABILITY OF BIOINKS: A CONSOLIDATED DEFINITION FOR FUTURE PREDICTION MODELS
    Matheus Alex Araujo Resende; Andrés Vercik; Eliana Cristina da Rigo Rigo
    Room: Exhibition Area
  • A.P1.D1.8
    18:30 - 20:00
    4GC6 - Application of Artificial Intelligence for porosity prediction in the Freeze casting process.
    Rafael Gaspar Bessa de Oliveira; Alysson Martins Almeida Silva
    Room: Exhibition Area
  • A.P1.D1.9
    18:30 - 20:00
    4FWY - Machine Learning prediction of Self-Healing Capacity of Concrete with the use of Synthetic Data
    Ricardo Stefani; Franciana Sokoloski
    Room: Exhibition Area
  • A.P1.D1.10
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.11
    18:30 - 20:00
    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
    Room: Exhibition Area
  • A.P1.D1.12
    18:30 - 20:00
    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
    Room: Exhibition Area
Plenary Lecture 3
  • PL-3.1
    08:30 - 09:30
    4JAW - Carbon-based materials
    Fernando Lázaro Freire Júnior
    Room: Gustavo Leite Theater
Coffee Break
Lunch
Coffee Break
Plenary Lecture 4
  • PL-4.1
    16:25 - 17:25
    4JB2 - Luminescent nanothermometers in biomedicine: past, present and future
    Daniel Jaque
    Room: Gustavo Leite Theater
Conference Party at Maikai Show Bar
Plenary Lecture 5
  • PL-5.1
    08:30 - 09:30
    4JAZ - Innovations in Materials and Technologies to Face New Threats in Water Treatment
    Conchi O Ania
    Room: Gustavo Leite Theater
Coffee Break
Lunch
Coffee Break
Plenary Lecture 6
  • PL-6.1
    16:25 - 17:25
    4DYR - Advanced Materials for Energy Efficient Printable Electronics
    Rodrigo Ferrão de Paiva Martins
    Room: Gustavo Leite Theater
Coffee Break
Plenary Lecture 7
  • PL-7.1
    10:45 - 11:45
    4JB4 - Computational Modeling and Design of OLED Emitters Based on Earth-Abundant Elements
    Christel M. Marian
    Room: Gustavo Leite Theater
Closing Ceremony