dr. Joachim van der Herten

Conference Paper
C1
open access

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Jeroen Van Der Donckt (UGent) , Jelle Nelis (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Koen Casier (UGent) , Jan Van Ooteghem (UGent) , Pieter Crombez, et al.

(2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360

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Book Chapter
open access

Multi-objective Bayesian optimization for engineering simulation

Joachim van der Herten (UGent) , Nicolas Knudde, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2020) High-performance simulation-based optimization. In Studies in Computational Intelligence 833. p.47-68

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Hierarchical Gaussian process models for improved metamodeling

Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2020) ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. 30(4).

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ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Tom Van Steenkiste, Joachim van der Herten (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2019) ENGINEERING WITH COMPUTERS. 35(2). p.537-550

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Data-efficient sensitivity analysis with surrogate modeling

Tom Van Steenkiste, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.55-69

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Journal Article
A1
open access

Sequential sensitivity analysis of expensive black-box simulators with metamodelling

Tom Van Steenkiste, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2018) APPLIED MATHEMATICAL MODELLING. 61. p.668-681

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Book Chapter
open access

Surrogate modelling with sequential design for expensive simulation applications

Joachim van der Herten (UGent) , Tom Van Steenkiste, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2017) Computer simulation. p.173-192

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Surrogate modeling with sequential design for design and analysis of electronic systems

Joachim van der Herten (UGent) , Vincent Dutordoir, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2017) 2017 INTERNATIONAL CONFERENCE ON ELECTROMAGNETICS IN ADVANCED APPLICATIONS (ICEAA). p.1403-1406

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Conference Paper
P1
open access

Deep Gaussian process metamodeling of sequentially sampled non-stationary response surfaces

Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2017) 2017 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.1728-1739

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Conference Paper
C1
open access

GPflowOpt : a bayesian optimization library using tensorflow

Nicolas Knudde, Joachim van der Herten (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2017) p.1-5

Academic Bibliography

dr. Joachim van der Herten

Data analytics for health and connected care : ontology, knowledge graph and applications

Multi-objective Bayesian optimization for engineering simulation

Hierarchical Gaussian process models for improved metamodeling

ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Data-efficient sensitivity analysis with surrogate modeling

Sequential sensitivity analysis of expensive black-box simulators with metamodelling

Surrogate modelling with sequential design for expensive simulation applications

Surrogate modeling with sequential design for design and analysis of electronic systems

Deep Gaussian process metamodeling of sequentially sampled non-stationary response surfaces

GPflowOpt : a bayesian optimization library using tensorflow

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