Research Explorer

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Researcher

Jixiang Qing

Awards & Distinctions

12 Results

2024

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

V. PichenyJ. BerkelyH. StojicU. GrantaS.W. OberA. ArtemevK. GhaniA. GoodallA. PaleyesS. Vakill et al.

Wind turbine hybrid physics-based deep learning model for a health monitoring approach considering provision of ancillary services

Nezmin KayedpourJixiang QingJolan WautersJeroen De KooningIvo CouckuytGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

2023

A robust multi-objective Bayesian optimization framework considering input uncertainty

Jixiang QingIvo CouckuytTom Dhaene

A1 Journal Article in JOURNAL OF GLOBAL OPTIMIZATION

Bayesian active learning for engineering design and optimization under uncertainty

Jixiang QingTom DhaeneIvo Couckuyt

{PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization

Jixiang QingHenry B. MossTom DhaeneIvo Couckuyt

2022

A robust Bayesian optimization framework for microwave circuit design under uncertainty

Duygu De WitteJixiang QingIvo CouckuytTom DhaeneDries Vande GinsteDomenico Spina

A1 Journal Article in ELECTRONICS

Adaptive sampling with automatic stopping for feasible region identification in engineering design

Jixiang QingNicolas KnuddeFederico GarbugliaDomenico SpinaIvo CouckuytTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Finding knees in Bayesian multi-objective optimization

Arash HeidariJixiang QingSebastian Rojas GonzalezJürgen BrankeTom DhaeneIvo Couckuyt

Spectral representation of robustness measures for optimization under input uncertainty

Jixiang QingTom DhaeneIvo Couckuyt

2021

Bayesian active learning for multi-objective feasible region identification in microwave devices

Federico GarbugliaJixiang QingNicolas KnuddeDomenico SpinaIvo CouckuytDirk DeschrijverTom Dhaene

A1 Journal Article in ELECTRONICS LETTERS

2020

Batch Bayesian active learning for feasible region identification by local penalization

Jixiang QingNicolas KnuddeIvo CouckuytTom DhaeneKohei Shintani

Bayesian active learning for electromagnetic structure design

Jixiang QingNicolas KnuddeIvo CouckuytDomenico SpinaTom Dhaene