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ORCIDMiguel A. Bessa
Person information
- affiliation: Brown University, Providence, RI, USA
- affiliation (former): Delft University of Technology, The Netherlands
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2020 – today
- 2024
[i8]Gawel I. Kus, Miguel A. Bessa:
Gradient-free neural topology optimization. CoRR abs/2403.04937 (2024)- 2023
- [j3]Aleksandr Dekhovich
, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa:
Continual prune-and-select: class-incremental learning with specialized subnetworks. Appl. Intell. 53(14): 17849-17864 (2023) - [j2]Bernardo P. Ferreira, F. M. Andrade Pires, Miguel A. Bessa:
CRATE: A Python package to perform fast material simulations. J. Open Source Softw. 8(88): 5594 (2023) - [i7]Aleksandr Dekhovich, Marcel H. F. Sluiter, David M. J. Tax, Miguel A. Bessa:
iPINNs: Incremental learning for Physics-informed neural networks. CoRR abs/2304.04854 (2023) - [i6]Aleksandr Dekhovich, Miguel A. Bessa:
Continual learning for surface defect segmentation by subnetwork creation and selection. CoRR abs/2312.05100 (2023) - 2022
- [i5]Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa:
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks. CoRR abs/2208.04952 (2022) - [i4]Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa:
Cooperative data-driven modeling. CoRR abs/2211.12971 (2022) - 2021
- [j1]Gawel I. Kus, Sybrand van der Zwaag, Miguel A. Bessa:
Sparse quantum Gaussian processes to counter the curse of dimensionality. Quantum Mach. Intell. 3(1): 1-12 (2021) - [c1]João Pedro Klock, Jhonatan Corrêa, Miguel A. Bessa, Janier Arias-Garcia, Felipe Barboza, Carmo Meinertz:
A New Automated Energy Meter Fraud Detection System Based on Artificial Intelligence. SBESC 2021: 1-8 - [i3]Dongil Shin, Andrea Cupertino, Matthijs H. J. de Jong, Peter G. Steeneken, Miguel A. Bessa, Richard A. Norte:
Spiderweb nanomechanical resonators via Bayesian optimization: inspired by nature and guided by machine learning. CoRR abs/2108.04809 (2021) - [i2]Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa:
Neural network relief: a pruning algorithm based on neural activity. CoRR abs/2109.10795 (2021) - [i1]Bernardo P. Ferreira, F. M. Andrade Pires, Miguel A. Bessa:
Adaptive Clustering-based Reduced-Order Modeling Framework: Fast and accurate modeling of localized history-dependent phenomena. CoRR abs/2109.11897 (2021)
Coauthor Index
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last updated on 2024-04-25 01:30 CEST by the dblp team
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