Liliane N. O. Kunstmann

According to our database, Liliane N. O. Kunstmann authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows.

Rafael Ferreira da Silva, Deborah Bard, Kyle Chard, Shaun De Witt, Ian T. Foster, Tom Gibbs, Carole A. Goble, William F. Godoy, Johan Gustafsson, Utz-Uwe Haus, Stephen Hudson, Shantenu Jha, Laila Los, Drew Paine, Frédéric Suter, Logan T. Ward, Sean R. Wilkinson, Marcos Amaris, Yadu N. Babuji, Jonathan Bader, Riccardo Balin, Daniel Balouek, Sarah J. Beecroft, Khalid Belhajjame, Rajat Bhattarai, Wes Brewer, Paul Brunk, Silvina Caíno-Lores, Henri Casanova, Daniela Cassol, Jared Coleman, Tainã Coleman, Iacopo Colonnelli, Anderson Andrei Da Silva, Daniel de Oliveira, Pascal Elahi, Nour Elfaramawy, Wael R. Elwasif, Brian Etz, Thomas Fahringer, Wesley Ferreira, Rosa Filgueira, Jacob Fosso Tande, Luiz Gadelha, Andy Gallo, Daniel Garijo, Yiannis Georgiou, Philipp Gritsch, Patricia Grubel, Amal Gueroudji, Quentin Guilloteau, Carlo Hamalainen, Rolando P. Hong Enriquez, Lauren Huet, Kevin Hunter Kesling, Paula Iborra, Shiva Jahangiri, Jan Janssen, Joe Jordan, Sehrish Kanwal, Liliane N. O. Kunstmann, Fabian Lehmann, Ulf Leser, Chen Li, Peini Liu, Jakob Lüttgau, Richard Lupat, José M. Fernández, Ketan Maheshwari, Tanu Malik, Jack Marquez, Motohiko Matsuda, Doriana Medic, Somayeh Mohammadi, Alberto Mulone, John-Luke Navarro, Kin Wai Ng, Klaus Nölp, Bruno de Paula Kinoshita, Ryan Prout, Michael R. Crusoe, Sashko Ristov, Stefan A Robila, Daniel Rosendo, Billy Rowell, Jedrzej Rybicki, Hector Sanchez, Nishant Saurabh, Sumit Kumar Saurav, Tom Scogland, Dinindu Senanayake, Woong Shin, Raül Sirvent, Tyler J. Skluzacek, Barry Sly-Delgado, Stian Soiland-Reyes, Abel Souza, Renan Souza, Domenico Talia, Nathan R. Tallent

CoRR, 2024

ProvDeploy: Provenance-oriented Containerization of High Performance Computing Scientific Workflows.

Liliane N. O. Kunstmann, Débora B. Pina, Daniel de Oliveira, Marta Mattoso

CoRR, 2024

DLProv: A Data-Centric Support for Deep Learning Workflow Analyses.

Débora B. Pina, Adriane Chapman, Liliane N. O. Kunstmann, Daniel de Oliveira, Marta Mattoso

Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024

2023

PINNProv: Provenance for Physics-Informed Neural Networks.

Lyncoln S. de Oliveira, Liliane N. O. Kunstmann, Débora B. Pina, Daniel de Oliveira, Marta Mattoso

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops , 2023

2022

Capturing Provenance from Deep Learning Applications Using Keras-Prov and Colab: a Practical Approach.

Débora B. Pina, Liliane N. O. Kunstmann, Felipe Bevilaqua, Isabela Siqueira, Alan De Oliveira Lyra, Daniel de Oliveira, Marta Mattoso

J. Inf. Data Manag., December, 2022

Dados de proveniência para redes neurais guiadas pela Física: o caso da equação eikonal.

Lyncoln S. de Oliveira, Rômulo M. Silva, Liliane N. O. Kunstmann, Débora B. Pina, Daniel de Oliveira, Alvaro L. G. A. Coutinho, Marta Mattoso

Proceedings of the 37th Brazilian Symposium on Databases, 2022

2021

Online Deep Learning Hyperparameter Tuning based on Provenance Analysis.

Liliane N. O. Kunstmann, Débora B. Pina, Filipe Silva, Aline Paes, Patrick Valduriez, Daniel de Oliveira, Marta Mattoso

J. Inf. Data Manag., 2021

Provenance Supporting Hyperparameter Analysis in Deep Neural Networks.

Débora B. Pina, Liliane N. O. Kunstmann, Daniel de Oliveira, Patrick Valduriez, Marta Mattoso

Proceedings of the Provenance and Annotation of Data and Processes, 2021

2020

A workflow for seismic imaging with quantified uncertainty.

Carlos Henrique dos S. Barbosa, Liliane N. O. Kunstmann, Rômulo M. Silva, Charlan Dellon da Silva Alves, Bruno S. Silva, Djalma M. S. Filho, Marta Mattoso, Fernando Rochinha, Alvaro L. G. A. Coutinho

Comput. Geosci., 2020

Uma abordagem para coleta e análise de dados de configurações em redes neurais profundas.

Débora B. Pina, Liliane N. O. Kunstmann, Daniel de Oliveira, Patrick Valduriez, Marta Mattoso

Proceedings of the 35th Brazilian Symposium on Databases, 2020