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ORCIDJoão Lucas de Sousa Almeida
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2020 – today
- 2025
[i7]Ruben Gonzalez, Conrad M. Albrecht
, Nassim Ait Ali Braham, Devyani Lambhate, João Lucas de Sousa Almeida, Paolo Fraccaro, Benedikt Blumenstiel, Thomas Brunschwiler, Ranjini Bangalore:
Multispectral to Hyperspectral using Pretrained Foundational model. CoRR abs/2502.19451 (2025)- [i6]Carlos Gomes, Benedikt Blumenstiel, João Lucas de Sousa Almeida, Pedro Henrique de Oliveira, Paolo Fraccaro, Francesc Marti Escofet, Daniela Szwarcman, Naomi Simumba, Romeo Kienzler, Bianca Zadrozny:
TerraTorch: The Geospatial Foundation Models Toolkit. CoRR abs/2503.20563 (2025) - 2024
- [j3]João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior:
Nonintrusive Operator Inference for Chaotic Systems. IEEE Trans. Artif. Intell. 5(3): 1026-1039 (2024) - [i5]Imran Nasim, João Lucas de Sousa Almeida:
Using Neural Implicit Flow To Represent Latent Dynamics Of Canonical Systems. CoRR abs/2404.17535 (2024) - [i4]Imran Nasim, João Lucas de Sousa Almeida:
Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics. CoRR abs/2408.10720 (2024) - [i3]Daniela Szwarcman, Sujit Roy, Paolo Fraccaro, Þorsteinn Elí Gíslason, Benedikt Blumenstiel, Rinki Ghosal, Pedro Henrique de Oliveira, João Lucas de Sousa Almeida, Rocco Sedona, Yanghui Kang, Srija Chakraborty, Sizhe Wang, Ankur Kumar, Myscon Truong, Denys Godwin, Hyunho Lee, Chia-Yu Hsu, Ata Akbari Asanjan, Besart Mujeci, Trevor Keenan, Paulo Arevalo, Wenwen Li, Hamed Alemohammad, Pontus Olofsson, Christopher Hain, Robert Kennedy, Bianca Zadrozny, Gabriele Cavallaro, Campbell D. Watson, Manil Maskey, Rahul Ramachandran, Juan Bernabé-Moreno:
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications. CoRR abs/2412.02732 (2024) - 2023
- [j2]Pedro Roberto Barbosa Rocha, João Lucas de Sousa Almeida, Marcos Sebastião De Paula Gomes, Alberto Costa Nogueira Junior:
Reduced-order modeling of the two-dimensional Rayleigh-Bénard convection flow through a non-intrusive operator inference. Eng. Appl. Artif. Intell. 126: 106923 (2023) - [c3]Maciel Zortea, João Lucas de Sousa Almeida, Levente J. Klein, Alberto Costa Nogueira Junior:
Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data. IEEE Big Data 2023: 3830-3839 - [i2]Minh Triet Chau, João Lucas de Sousa Almeida, Elie Alhajjar, Alberto Costa Nogueira Junior:
A Machine Learning Pressure Emulator for Hydrogen Embrittlement. CoRR abs/2306.13116 (2023) - 2022
- [i1]João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior:
Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems. CoRR abs/2206.01604 (2022) - 2021
- [c2]Alberto Costa Nogueira Jr., Felipe C. T. Carvalho, João Lucas de Sousa Almeida, Andrés Codas, Eloisa Bentivegna, Campbell D. Watson:
Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems. ISC Workshops 2021: 56-72 - 2020
- [c1]Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger, Campbell D. Watson:
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation. ISC Workshops 2020: 116-136
2010 – 2019
- 2019
- [j1]Jan Glaubitz, Alberto Costa Nogueira Jr., João Lucas de Sousa Almeida, R. F. Cantão, C. A. C. Silva:
Smooth and Compactly Supported Viscous Sub-cell Shock Capturing for Discontinuous Galerkin Methods. J. Sci. Comput. 79(1): 249-272 (2019)
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