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United States, Brazil

Activities

Employment (1)

Indiana University Bloomington: Bloomington, IN, US

2020 to present | Postdoctoral Scholar (Intelligent Systems Engineering)
Employment
Source: Self-asserted source
Heber L. Rocha

Education and qualifications (3)

Laboratório Nacional de Computação Científica: Petropolis, Rio de Janeiro, BR

2016 to 2019 | Ph.D., Computational modeling
Education
Source: Self-asserted source
Heber L. Rocha

Laboratório Nacional de Computação Científica: Petropolis, Rio de Janeiro, BR

2014 to 2016 | Master in Science, Computational modeling
Education
Source: Self-asserted source
Heber L. Rocha

Universidade Federal de Sergipe: Sao Cristovao, Sergipe, BR

2008 to 2013 | Bachelor in Science, Mathematics (Matematics)
Education
Source: Self-asserted source
Heber L. Rocha

Works (21)

A multiscale model of immune surveillance in micrometastases gives insights on cancer patient digital twins

npj Systems Biology and Applications
2024-12-04 | Journal article
Contributors: Heber L. Rocha; Boris Aguilar; Michael Getz; Ilya Shmulevich; Paul Macklin
Source: check_circle
Crossref

PhysiCell Studio: a graphical tool to make agent-based modeling more accessible

Gigabyte
2024-06-19 | Journal article
Contributors: Randy Heiland; Daniel Bergman; Blair Lyons; Grant Waldow; Julie Cass; Heber Lima da Rocha; Marco Ruscone; Vincent Noël; Paul Macklin
Source: check_circle
Crossref

Drug-loaded nanoparticles for cancer therapy: a high-throughput multicellular agent-based modeling study

2024-04-12 | Preprint
Contributors: Yafei Wang; Elmar Bucher; Heber Rocha; Vikram Jadhao; John Metzcar; Randy Heiland; Hermann B. Frieboes; Paul Macklin
Source: check_circle
Crossref

PhysiCell Studio: a graphical tool to make agent-based modeling more accessible

2023-10-27 | Preprint
Contributors: Randy Heiland; Daniel Bergman; Blair Lyons; Julie Cass; Heber L. Rocha; Marco Ruscone; Vincent Noël; Paul Macklin
Source: check_circle
Crossref

A multiscale model of immune surveillance in micrometastases: towards cancer patient digital twins

2023-10-20 | Preprint
Contributors: Heber L. Rocha; Boris Aguilar; Michael Getz; Ilya Shmulevich; Paul Macklin
Source: check_circle
Crossref

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation

Frontiers in Digital Health
2022 | Journal article
EID:

2-s2.0-85140287308

Part of ISSN: 2673253X
Contributors: Stahlberg, E.A.; Abdel-Rahman, M.; Aguilar, B.; Asadpoure, A.; Beckman, R.A.; Borkon, L.L.; Bryan, J.N.; Cebulla, C.M.; Chang, Y.H.; Chatterjee, A. et al.
Source: Self-asserted source
Heber L. Rocha via Scopus - Elsevier

Reprint of: Bayesian inference using Gaussian process surrogates in cancer modeling

Computer Methods in Applied Mechanics and Engineering
2022 | Journal article
EID:

2-s2.0-85142712171

Part of ISSN: 00457825
Contributors: Rocha, H.L.; de O. Silva, J.V.; Silva, R.S.; Lima, E.A.B.F.; Almeida, R.C.
Source: Self-asserted source
Heber L. Rocha via Scopus - Elsevier

SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis

Nonlinear Dynamics
2022 | Journal article
EID:

2-s2.0-85137234464

Part of ISSN: 1573269X 0924090X
Contributors: Naozuka, G.T.; Rocha, H.L.; Silva, R.S.; Almeida, R.C.
Source: Self-asserted source
Heber L. Rocha via Scopus - Elsevier

SINDy-SA: Enhancing Nonlinear System Identification with Sensitivity Analysis

ResearchSquare
2022 | Other
EID:

2-s2.0-85134202436

Contributors: Naozuka, G.T.; Rocha, H.L.; Silva, R.S.; Almeida, R.C.
Source: Self-asserted source
Heber L. Rocha via Scopus - Elsevier

Bayesian inference using Gaussian process surrogates in cancer modeling

Computer Methods in Applied Mechanics and Engineering
2022-09 | Journal article
Part of ISSN: 0045-7825
Contributors: Heber L. Rocha
Source: Self-asserted source
Heber L. Rocha
grade
Preferred source (of 2)‎

ADAPTIVE GRADIENT METHOD FOR THE OPTIMAL CONTROL OF AN ANTICANCER THERAPY MODEL

Revista Mundi Engenharia, Tecnologia e Gestão (ISSN: 2525-4782)
2022-01-10 | Journal article
Contributors: Gustavo T. Naozuka; Heber L. Rocha; Regina C. Almeida
Source: check_circle
Crossref

A persistent invasive phenotype in post-hypoxic tumor cells is revealed by fate mapping and computational modeling

iScience
2021 | Journal article
EID:

2-s2.0-85118678706

Part of ISSN: 25890042
Contributors: Rocha, H.L.; Godet, I.; Kurtoglu, F.; Metzcar, J.; Konstantinopoulos, K.; Bhoyar, S.; Gilkes, D.M.; Macklin, P.
Source: Self-asserted source
Heber L. Rocha via Scopus - Elsevier

A persistent invasive phenotype in post-hypoxic tumor cells is revealed by novel fate-mapping and computational modeling

2021-01-01 | Preprint
Contributors: Heber L. Rocha; Inês Godet; Furkan Kurtoglu; John Metzcar; Kali Konstantinopoulos; Soumitra Bhoyar; Daniele M. Gilkes; Paul Macklin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Um estudo comparativo do uso de métodos de calibração bayesiana aproximada em modelos estocásticos

2020-02 | Other
Contributors: Heber L. Rocha; Regina C. Almeida; Renato S. Silva; Ernesto A. B. F. Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

A Influencia da Diferenciação Fenotípica na Dinâmica do Crescimento Tumoral

2018-02 | Other
Contributors: Heber L. Rocha; Regina C. Almeida; Anna Claudia M. Resende; Ernesto A. B. F. Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

Calibração de um Modelo de Crescimento Tumoral Avascular

2018-02 | Other
Contributors: Anna Claudia M. Resende; Heber L. Rocha; Regina C. Almeida; Renato S. Silva; Ernesto A. B. F. Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

A hybrid three-scale model of tumor growth

Mathematical Models and Methods in Applied Sciences
2017 | Journal article
Part of ISSN: 0218-2025
Contributors: H. L. Rocha; R. C. Almeida; E. A. B. F. Lima; A. C. M. Resende; J. T. Oden; T. E. Yankeelov
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search
grade
Preferred source (of 2)‎

MODELAGEM HÍBRIDA EM TRÊS ESCALAS PARA O CRESCIMENTO TUMORAL

Revista Interdisciplinar De Pesquisa Em Engenharia
2017 | Journal article
Source: Self-asserted source
Heber L. Rocha

Um modelo híbrido para o crescimento tumoral vascular

Proceedings of the XXXVIII Iberian Latin American Congress on Computational Methods in Engineering
2017 | Other
Contributors: H. L. Rocha; R. C. Almeida; E. A. B. F. Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

MECHANICAL ASPECTS OF A GROWING TUMOR

Revista Interdisciplinar de Pesquisa em Engenharia
2017-08-07 | Journal article
Part of ISSN: 2447-6102
Contributors: Anna Claudia M. Resende; Regina C. Almeida; Heber L. Rocha; Ernesto A. B. F. Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

Modelo Hı́brido para o Crescimento Tumoral do Carcinoma Avascular

2017-04 | Other
Contributors: Heber Rocha; Regina Almeida; Ernesto Lima
Source: Self-asserted source
Heber L. Rocha via Crossref Metadata Search

Peer review (2 reviews for 2 publications/grants)

Review activity for Medical & biological engineering & computing. (1)
Review activity for PLoS computational biology. (1)