João Lucas de Sousa Almeida

Researcher, International Business Machines

Joined

October 2022

Names

João Lucas de Sousa Almeida (Preferred)

Emails

****@ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2020 – Present

MS student

Universidade Estadual de Campinas (unicamp.br)

2016 – 2019

Intern

International Business Machines (ibm.com)

2015 – 2019

Undergrad student

Universidade Estadual de Campinas (unicamp.br)

2011 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Fine-Tuned MLP-Mixer Foundation Models as data-driven Numerical Surrogates?
Imran Nasim, João Lucas de Sousa Almeida
- D3S3 2024 Poster
- Readers: Everyone
Leveraging hyperspectral remote sensing and foundation models for greenhouse monitoring
Alberto Costa Nogueira Jr, Devyani Lambhate, João Lucas de Sousa Almeida, Levente Klein, Maciel Zortea, Ranjini Bangalore, Ronald Albert de Araujo, Thomas Brunschwiler
- Fragile Earth FullPresentation
- Readers: Everyone
A Machine Learning Pressure Emulator for Hydrogen Embrittlement
Minh Chau, João Lucas de Sousa Almeida, Elie Alhajjar, Alberto Costa Nogueira Jr
- SynS & ML @ ICML2023
- Readers: Everyone
A coupled Variational Encoder-Decoder - DeepONet surrogate model for the Rayleigh-Bénard convection problem
João Lucas de Sousa Almeida, Pedro Roberto Barbosa Rocha, Allan Moreira de Carvalho, Alberto Costa Nogueira Jr
- 01 Nov 2022 (modified: 05 May 2023)
- MLmDS 2023
- Readers: Everyone

Co-Authors