Nasrulloh Ratu Bagus Satrio Loka

Conference Paper
C1
open access

Trieste : efficiently exploring the depths of black-box functions with TensorFlow

V. Picheny, J. Berkely, H. Stojic, U. Granta, S.W. Ober, A. Artemev, K. Ghani, A. Goodall, A. Paleyes, S. Vakill, et al.

(2024) Workshop on Bayesian Decision-making and Uncertainty, 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Proceedings.

Add to list

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Nasrulloh Ratu Bagus Satrio Loka (UGent) , Mohamed Ibrahim (UGent) , Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2143-2159

Add to list

Conference Paper
C1
open access

Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence

Jeroen Jordens, Bart Van Doninck, Nasrulloh Ratu Bagus Satrio Loka (UGent) , Alejandro Morales Hernández, Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Maarten Witters

(2023) 2nd International Conference on Industrial Applications of Adhesives 2022 : selected contributions of IAA 2022. In Proceedings in engineering mechanics p.47-64

Add to list

PhD Thesis

Bayesian optimization for engineering design and process optimization

Nasrulloh Ratu Bagus Satrio Loka (UGent)

(2023)

Add to list

Journal Article
A1
open access

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio Loka (UGent) , Ivo Couckuyt (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS. 39(3). p.1923-1933

Add to list

Conference Paper
C1
open access

Surrogate modelling of dynamic phasor simulations of electrical drives

Nasrulloh Ratu Bagus Satrio Loka (UGent) , Sriram Karthik Gurumurthy, Bernard Amevor, Antonello Monti, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2022) IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society.

Academic Bibliography

Nasrulloh Ratu Bagus Satrio Loka

Trieste : efficiently exploring the depths of black-box functions with TensorFlow

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence

Bayesian optimization for engineering design and process optimization

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Surrogate modelling of dynamic phasor simulations of electrical drives

Contents

Support

Contact