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Heber L. Rocha
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A hybrid three-scale model of tumor growth
HL Rocha, RC Almeida, E Lima, ACM Resende, JT Oden, TE Yankeelov
Mathematical Models and Methods in Applied Sciences 28 (01), 61-93, 2018
372018
A persistent invasive phenotype in post-hypoxic tumor cells is revealed by fate mapping and computational modeling
HL Rocha, I Godet, F Kurtoglu, J Metzcar, K Konstantinopoulos, S Bhoyar, ...
Iscience 24 (9), 2021
232021
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation
EA Stahlberg, M Abdel-Rahman, B Aguilar, A Asadpoure, RA Beckman, ...
Frontiers in Digital Health 4, 1007784, 2022
222022
SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis
GT Naozuka, HL Rocha, RS Silva, RC Almeida
Nonlinear Dynamics 110 (3), 2589-2609, 2022
132022
Bayesian inference using Gaussian process surrogates in cancer modeling
HL Rocha, JVO Silva, RS Silva, EABF Lima, RC Almeida
Computer Methods in Applied Mechanics and Engineering 399, 115412, 2022
92022
Modelagem híbrida multiescala para o crescimento tumoral
HL Rocha
32016
Digitize your Biology! Modeling multicellular systems through interpretable cell behavior
JAI Johnson, GL Stein-O’Brien, M Booth, R Heiland, F Kurtoglu, ...
bioRxiv, 2023
22023
Simulation of drug-loaded nanoparticles on cancer treatment: an agent-based modelling approach
Y Wang, H Rocha, R Heiland, P Macklin
2021 Joint Mathematics Meetings (JMM), 2021
22021
PhysiCell Studio: a graphical tool to make agent-based modeling more accessible
R Heiland, D Bergman, B Lyons, J Cass, HL Rocha, M Ruscone, V Noël, ...
bioRxiv, 2023
12023
A multiscale model of pulmonary micrometastasis and immune surveillance: towards cancer patient digital twins
H L. Rocha, B Aguilar, M Getz, I Shmulevich, P Macklin
bioRxiv, 2023.10. 17.562733, 2023
12023
MODELAGEM HÍBRIDA EM TRES ESCALAS PARA O CRESCIMENTO TUMORAL
HL Rocha, RC Almeida, ACM Resende, EABF Lima
12016
Reprint of: Bayesian inference using Gaussian process surrogates in cancer modeling
HL Rocha, JVO Silva, RS Silva, EABF Lima, RC Almeida
Computer Methods in Applied Mechanics and Engineering 402, 115759, 2022
2022
SINDy-SA: Enhancing Nonlinear System Identification with Sensitivity Analysis
GT Naozuka, HL Rocha, RS Silva, RC Almeida
2022
ADAPTIVE GRADIENT METHOD FOR THE OPTIMAL CONTROL OF AN ANTICANCER THERAPY MODEL
GT Naozuka, HL Rocha, RC Almeida
Revista Mundi Engenharia, Tecnologia e Gestão (ISSN: 2525-4782) 6 (3), 2021
2021
Um estudo comparativo do uso de métodos de calibraçao bayesiana aproximada em modelos estocásticos
HL Rocha, RC Almeida, RS Silva, EABF Lima
Proceeding Series of the Brazilian Society of Computational and Applied …, 2020
2020
A Influencia da Diferenciação Fenotípica na Dinâmica do Crescimento Tumoral
HL Rocha, RC Almeida, ACM Resende, EABF Lima
Proceeding Series of the Brazilian Society of Computational and Applied …, 2018
2018
Calibraçao de um Modelo de Crescimento Tumoral Avascular
ACM Resende, HL Rocha, RC Almeida, RS Silva, EABF Lima
Proceeding Series of the Brazilian Society of Computational and Applied …, 2018
2018
Modelo Hıbrido para o Crescimento Tumoral do Carcinoma Avascular
H Rocha, R Almeida, E Lima
Proceeding Series of the Brazilian Society of Computational and Applied …, 2017
2017
MECHANICAL ASPECTS OF A GROWING TUMOR
ACM Resende, RC Almeida, HL Rocha, EABF Lima
Revista Interdisciplinar de Pesquisa em Engenharia 2 (33), 2016
2016
Connecting Different Approaches for Cell Cycle Modeling: Learning Ordinary Differential Equations from Individual-Based Models
GT Naozuka, HL Rocha, TJ Pereira, G Libotte, RCC Almeida
Available at SSRN 4740316, 0
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Articles 1–20