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Symposium AC04 Artificial intelligence applied to materials science

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Controlled Synthesis of Nanoparticles
Prof. Marcos José Leite Santos, Institute of Chemistr/UFRGS
Room: M101
Fundamentos e Aplicações da Técnica 4DSTEM
Roberto dos Reis, Northwestern University
Room: M103
Basic course in Transmission Electron Microscopy (TEM)
Jefferson Bettini
Room: M104
Fundamentos e Aplicações da Técnica 4DSTEM
Roberto dos Reis, Northwestern University
Room: M103
Basic course in Transmission Electron Microscopy (TEM)
Jefferson Bettini
Room: M104
School on Scientific Writing and the Editorial Process
Prof. Dr. Valtencir Zucolotto, IFSC/USP
Room: M101
Opening Ceremony
Memorial Lecture
  • ML.1
    19:30 - 20:30
    4HTD - Here comes the Sunlight
    Marília J. Caldas
    Room: 202
Welcome Cocktail
Plenary Lecture 1
  • PL-1.1
    08:30 - 09:30
    4HSY - Photonic and Magnetic Nanostructures for Applications in Energy and Biomedicine
    T. Randall Lee
    Room: 202
Coffee Break
Lunch
Coffee Break
Plenary Lecture 2
  • PL-2.1
    16:25 - 17:25
    4HSV - Ionic liquids as versatile compounds for polymeric materials and nanocomposites
    Bluma Guenther Soares
    Room: 202
Plenary Lecture 3
  • PL-3.1
    08:30 - 09:30
    4HTB - Control of Self-Assembly of Solution Processable Semiconductors for Electronic Applications
    Wojciech Pisula
    Room: 202
Coffee Break
Lunch
Coffee Break
Plenary Lecture 4
  • PL-4.1
    16:25 - 17:25
    4HST - Emerging materials for next generation energy technologies
    Federico Rosei
    Room: 202
Conference Party
Coffee Break
Oral Session 2
  • AC04.O2.D3.1
    11:15 - 11:45
    4DTT - Learning from machine learning: discovering new science for materials
    Gustavo Martini Dalpian
    Room: 204C
  • AC04.O2.D3.2
    11:45 - 12:00
    4FJR - Artificial Neural Network applied on surface integrity prediction regarding special cutting tools
    Mateus Keniti Nakashima Sinzato; Ueliton Carvalho Alves; Armando Ítalo Sette Antonialli; Carlos Eiji Hirata Ventura; João Vitor de Carvalho Fontes; Joël Rech
    Room: 204C
  • AC04.O2.D3.3
    12:00 - 12:15
    4HAA - Inverse Project of New Bioactive Glasses
    Sarah Peixoto Rodrigues Freire; Marina Trevelin Souza; Daniel Roberto Cassar
    Room: 204C
  • AC04.O2.D3.4
    12:15 - 12:30
    4FKR - Artificial Neural Network-Based Density Functional Approach for transition Metal Complexes
    João Paulo Almeida de Mendonça; Antonio Lorenzo Mariano; Emilie Devijver; Noel Jakse; Roberta Poloni
    Room: 204C
Lunch
Oral Session 3
  • AC04.O3.D3.1
    14:00 - 14:30
    4HDQ - We reached the era of Universal Machine Learning Interatomic Potentials?
    Bruno Focassio; Luis Paulo Mezzina Freitas; Gabriel Ravanhani Schleder
    Room: 204C
  • AC04.O3.D3.2
    14:30 - 14:45
    4FZE - Physics inspired machine learning at the atomic scale
    Martin Uhrin
    Room: 204C
  • AC04.O3.D3.3
    14:45 - 15:00
    4DZT - Application of regression machine learning algorithms for predicting membrane permeability under different operation conditions
    Ahmed Elsayed; Crivian Pelisser
    Room: 204C
  • AC04.O3.D3.4
    15:00 - 15:15
    4ESS - Genetic Algorithm integrated with Machine Learning for high toughness High-Entropy Alloy design
    Caroline Binde Stoco; Francisco Gil Coury; Guillaume Deffrennes; Yannick Champion
    Room: 204C
  • AC04.O3.D3.5
    15:15 - 15:30
    4ETD - Machine learning-enhanced MD study of aluminum crystal nucleation and growth
    Azat Tipeev; Edgar Dutra Zanotto
    Room: 204C
  • AC04.O3.D3.6
    15:30 - 15:45
    4DSV - Smart Surfactant Discovery with Machine Learning and Molecular Dynamics
    Eduardo Teixeira de Aguiar Veiga; Renato Dias Cunha; Paula Homem-de-Mello; Conny Cerai Ferreira; James Moraes de Almeida
    Room: 204C
  • AC04.O3.D3.7
    15:45 - 16:00
    4GCB - GlassNet: A Multitask Deep Neural Network for Predicting Diverse Glass Properties
    Daniel Roberto Cassar
    Room: 204C
Coffee Break
Plenary Lecture 5
  • PL-5.1
    16:25 - 17:25
    4HSR - Paper as a sustainable material to develop smart electrochemical (bio)sensors with unprecedented features
    Fabiana Arduini
    Room: 202
Poster Session 3
  • AC04.P3.1
    18:30 - 20:00
    4FYP - Meta-research on removal of emerging contaminants in water treatment process using nano-filtration membranes: Application of a text mining algorithm
    Ahmed Elsayed; Crivian Pelisser
    Room: Poster Exhibition Area
  • AC04.P3.2
    18:30 - 20:00
    4EQ2 - Artificial Neural Network for predicting nonlinear optical properties of organic molecules
    Anna Cristina Cavallari Inacio; Cleber Renato Mendonça; Lino Misoguti
    Room: Poster Exhibition Area
  • AC04.P3.3
    18:30 - 20:00
    4FGV - Computational algorithm for the study of intestinal toxicity associated with metallic nanoparticles.
    Daniela Gomes Bornal; Marcela de Oliveira; Marina Piacenti-Silva
    Room: Poster Exhibition Area
  • AC04.P3.4
    18:30 - 20:00
    4G66 - 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; João V. V. Cassiano; Alvaro Torrez; Caetano Rodrigues Miranda
    Room: Poster Exhibition Area
  • AC04.P3.5
    18:30 - 20:00
    4FRS - Raw SMILES as descriptor for surface tension prediction with natural language processing techniques
    Guilherme Gurian Dariani; Amauri Jardim de Paula; James Moraes de Almeida
    Room: Poster Exhibition Area
  • AC04.P3.6
    18:30 - 20:00
    4GGT - Prediction of boundary orbitals of organic molecules using artificial neural networks
    GUSTAVO TARGINO VALENTE; Gustavo Henrique Ribeiro Almeida; Guilherme Figueiredo Terenciani
    Room: Poster Exhibition Area
  • AC04.P3.7
    18:30 - 20:00
    4EYJ - Materials Informatics for ultra-wide bandgap design: A study of 1D perovskites of the Jakobssonite family
    Henrique Ferreira dos Santos; FERNANDO PEREIRA SABINO; Jose Antonio Souza; Gustavo Martini Dalpian
    Room: Poster Exhibition Area
  • AC04.P3.8
    18:30 - 20:00
    4GCY - Development of WebApp for classification of dye-contaminated wastewater and solid surfaces: deep learning and adsorption studies
    Leandro Oviedo; Sthéfany Nunes Loureiro; Lissandro Dorneles Dalla Nora; William Leonardo da Silva
    Room: Poster Exhibition Area
  • AC04.P3.9
    18:30 - 20:00
    4FAP - Artificial neural network for classifying Raman spectra of starch/graphene oxide bio-nanocomposites
    Marcello Pojucan Magaldi Santos; Camila Silva de Magalhães; Viviane de Oliveira Freitas Lione; Joyce Rodrigues de Araújo
    Room: Poster Exhibition Area
  • AC04.P3.10
    18:30 - 20:00
    4FRQ - Printability of bioinks: a consolidated definition for future prediction models
    Matheus Alex Araujo Resende; Andrés Vercik; Eliana Cristina da Silva Rigo
    Room: Poster Exhibition Area
  • AC04.P3.11
    18:30 - 20:00
    4GA2 - Experimental Images Analysis Through Computer Vision and Artificial Intelligence: A Case Study of AFM and KPFM Images.
    Victor Eduardo Ramos Camargo; Demétrio Antônio da Silva Filho
    Room: Poster Exhibition Area
  • AC04.P3.12
    18:30 - 20:00
    4EHT - Machine learning diagnosis of malaria using near-infrared Mueller matrix spectroscopy
    Victor Hugo Silva De Paiva; Paulo Henrique Ribeiro Amaral; Maria Ivonete da Silva; Flora Satiko Kano; Luzia Helena Carvalho; Juan Carlos González
    Room: Poster Exhibition Area
Coffee Break
Plenary Lecture 6
  • PL-6.1
    10:30 - 11:30
    4HSS - Lithium-ion Batteries in the Future Energy Transition
    Rachid YAZAMI
    Room: 202
Closing Ceremony