Ulisses Braga-Neto

29 papers Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Convolution Operator Network for Forward and Inverse Problems (FI-Conv): Application to Plasma Turbulence Simulations.
CoRR
Xingzhuo Chen, Anthony Poole, Ionut-Gabriel Farcas, David R. Hatch, Ulisses Braga-Neto
2026 J jnl
Free-RBF-KAN: Kolmogorov-Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning.
CoRR
Shao-Ting Chiu, Siu Wun Cheung, Ulisses Braga-Neto, Chak Shing Lee, Rui Peng Li
2026 J jnl
In Memoriam: Edward R. Dougherty [In Memoriam].
IEEE Signal Process. Mag.
Ulisses Braga-Neto, Yidong Chen
2026 J jnl
The AI Scientific Community: Agentic Virtual Lab Swarms.
CoRR
Ulisses Braga-Neto
2026 J jnl
Transcending Reductionism and Dualism: Philosophical Critique of Electronics and a Vision for Brain-Mimicking Artificial Intelligence Under Moore's Law 2.0 [Perspectives].
IEEE Signal Process. Mag.
Liming Xiu, Ulisses Braga-Neto
2025 J jnl
BumpNet: A Sparse Neural Network Framework for Learning PDE Solutions.
CoRR
Shao-Ting Chiu, Ioannis G. Kevrekidis, Ulisses Braga-Neto
2025 J jnl
In-Context Multi-Operator Learning with DeepOSets.
CoRR
Shao-Ting Chiu, Aditya Nambiar, Ali Syed, Jonathan W. Siegel, Ulisses Braga-Neto
2024 J jnl
AI-Driven Computer Vision Detection of Cotton in Corn Fields Using UAS Remote Sensing Data and Spot-Spray Application.
Remote. Sens.
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Roberto Rodriguez, Daniel E. Martin, Juan Enciso
2024 J jnl
DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators.
CoRR
Shao-Ting Chiu, Junyuan Hong, Ulisses Braga-Neto
2024 J jnl
Generalized Resubstitution for Regression Error Estimation.
CoRR
Diego Marcondes, Ulisses Braga-Neto
2024 J jnl
Label Propagation Training Schemes for Physics-Informed Neural Networks and Gaussian Processes.
CoRR
Ming Zhong, Dehao Liu, Raymundo Arróyave, Ulisses Braga-Neto
2024 — conf
Parallel-in-Time Probabilistic Solutions for Time-Dependent Nonlinear Partial Differential Equations.
MLSP
Sahel Iqbal, Hany Abdulsamad, Tripp Cator, Ulisses Braga-Neto, Simo Särkkä
2024 J jnl
Structure Preserving PINN for Solving Time Dependent PDEs with Periodic Boundary.
CoRR
Baoli Hao, Ulisses Braga-Neto, Chun Liu, Lifan Wang, Ming Zhong
2024 J jnl
Testing the Performance of LSTM and ARIMA Models for In-Season Forecasting of Canopy Cover (CC) in Cotton Crops.
Remote. Sens.
Sambandh Bhusan Dhal, Stavros Kalafatis, Ulisses Braga-Neto, Krishna Chaitanya Gadepally, Jose Luis Landivar-Scott, Lei Zhao, Kevin J. Nowka, Juan Landivar, Pankaj Pal, Mahendra Bhandari
2024 — conf
Towards a Surrogate-assisted PALLAS algorithm for Gene Regulatory Network Inference.
BSB
Hugo de Andrade Amorim Neto, Luis Loo, Marcelo Gomes Pereira de Lacerda, Ulisses Braga-Neto, Fernando Buarque de Lima Neto
2023 J jnl
Detecting volunteer cotton plants in a corn field with deep learning on UAV remote-sensing imagery.
Comput. Electron. Agric.
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2023 J jnl
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors].
IEEE Signal Process. Mag.
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
2023 J jnl
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors].
IEEE Signal Process. Mag.
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
2023 J jnl
Physics-informed neural networks with adaptive localized artificial viscosity.
J. Comput. Phys.
Emilio Jose Rocha Coutinho, Marcelo Dall'Aqua, Levi D. McClenny, Ming Zhong, Ulisses Braga-Neto, Eduardo Gildin
2023 — conf
Predicting Generalization in Deep Learning Using Data Augmentation and posterior Probability Estimators.
MLSP
Parisa Ghane, Ulisses Braga-Neto
2022 J jnl
A Machine-Learning-Based IoT System for Optimizing Nutrient Supply in Commercial Aquaponic Operations.
Sensors
Sambandh Bhusan Dhal, Kyle Jungbluth, Raymond Lin, Seyed Pouyan Sabahi, Muthukumar Bagavathiannan, Ulisses Braga-Neto, Stavros Kalafatis
2022 J jnl
Assessing The Performance of YOLOv5 Algorithm for Detecting Volunteer Cotton Plants in Corn Fields at Three Different Growth Stages.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Stephen W. Searcy, Robert G. Hardin, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture.
CoRR
Yicheng Wang, Xiaotian Han, Chia-Yuan Chang, Daochen Zha, Ulisses Braga-Neto, Xia Hu
2022 J jnl
Characteristics-Informed Neural Networks for Forward and Inverse Hyperbolic Problems.
CoRR
Ulisses Braga-Neto
2022 J jnl
Computer Vision for Volunteer Cotton Detection in a Corn Field with UAS Remote Sensing Imagery and Spot Spray Applications.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Stephen W. Searcy, Robert G. Hardin, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Detecting Volunteer Cotton Plants in a Corn Field with Deep Learning on UAV Remote-Sensing Imagery.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin IV, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Generalized Resubstitution for Classification Error Estimation.
J. Mach. Learn. Res.
Parisa Ghane, Ulisses Braga-Neto
2022 J jnl
Physics-Informed Neural Networks with Adaptive Localized Artificial Viscosity.
CoRR
Emilio Jose Rocha Coutinho, Marcelo Dall'Aqua, Levi D. McClenny, Ming Zhong, Ulisses Braga-Neto, Eduardo Gildin
2022 J jnl
Plastic Contaminant Detection in Aerial Imagery of Cotton Fields with Deep Learning.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Roberto Rodriguez, Daniel E. Martin, Juan Enciso, Karem Meza, Emma L. White