Prof. dr. Inneke VAN NIEUWENHUYSE

Research
Publications
Projects
Education
Contact

E-mail Inneke Copy e-mail

+3211269119 Campus Diepenbeek
Gebouw D
Office D261

Prof. dr. Inneke VAN NIEUWENHUYSE

Professor

Faculty of Sciences
Capacity group Mathematics and statistics
Research group Computational mathematics
Data Science Institute

Research

Discipline codes: Mathematical methods, programming models, mathematical and simulation modelling (05020806), Mathematical and quantitative methods not elsewhere classified (05020899), Optimisation (01010903)

Supervised PhDs

A sensitivity-based multi-objective approach to assist decision-makers in the control of an emerging infectious disease

Leonardo Angeli for the title Doctor of Sciences: Statistics (doctorate in progress)

Supervised as Copromotor

Anticipatory Order Picking

Son Tran Thai for the title Doctor of Business Economics (doctorate in progress)

Supervised as Promotor

Surface Partial Differential Equations for Simulation of Superficial Contractures

Willem Mijndert den Hertog for the title Doctor of Sciences: Mathematics (doctorate in progress)

Supervised as Copromotor

Data-Efficient Black Box Optimization Using Machine Learning Techniques

Vipul Chalotra for the title Doctor of Sciences: Mathematics (doctorate in progress)

Supervised as Promotor

IMPROVING SUPPLY CHAIN PERFORMANCE- ORDER PICKING AND SERVICE NETWORK DESIGN

Farzaneh Rajabighamchi for the title Doctor of Business Economics in 2024

Supervised as Promotor

View all 9 supervised PhD's of Prof. dr. Inneke VAN NIEUWENHUYSE

Constrained Bayesian Optimization with Barrier Functions; Impact of heteroscedastic noise on the search and identification phases

Sasan Amini for the title Doctor of Business Economics in 2024

Supervised as Promotor

Bayesian Optimization for Engineering Design and Process Optimization

Nasrulloh Loka for the title Doctor of Business Economics in 2023

Supervised as Promotor

Essays on Machine Learning: Advances in Forecasting and Optimization

Alejandro Morales Hernández for the title Doctor of Business Economics in 2023

Supervised as Promotor

Multiobjective Simulation Optimization

Sebastian Rojas Gonzalez for the title Doctor of Business Economics in 2020

Supervised as Promotor

View all 9 supervised PhD's of Prof. dr. Inneke VAN NIEUWENHUYSE

Publications

View all UHasselt publications by Prof. dr. Inneke VAN NIEUWENHUYSE

Projects

9 research projects have been found

View all 9 UHasselt research projects of Prof. dr. Inneke VAN NIEUWENHUYSE

VacxSYS: An integrated systems thinking approach to enhance vaccination strategies (Research)

01/01/2024 - 31/12/2027

Bayesian many-objective optimization with noise and user preference learning. (Research)

01/10/2023 - 30/09/2026

Flanders Artificial Intelligence Research program (FAIR) – second cycle (Research)

01/07/2019 - 31/12/2024

Data-efficient Machine learning for Smart Design of Experiments (Research)

01/05/2024 - 31/08/2024

Decision Maker Preferences in Multi-objective Stochastic Simulation Optimization: applications in operations management. (Research)

01/12/2019 - 30/11/2023

Multi-objective stochastic simulation optimization (Research)

01/10/2020 - 30/09/2023

Research on theme "multi-objective optimization" (Research)

01/09/2020 - 31/08/2021

Multi-criteria capacity optimization in emergency departments (Research)

01/09/2018 - 30/06/2019

Francqui chair of René De Koster (Research)

01/10/2017 - 30/09/2018

View all 9 UHasselt research projects of Prof. dr. Inneke VAN NIEUWENHUYSE

Education

Involved in the following courses

Academic year 2024 - 2025

4569

Advanced Topics in Data Science

Member of the teaching team

4585

Advanced Topics in Data Science DL

Member of the teaching team

3339

End Project

Co-lecturer

1536

Advanced Mathematics 1

Co-lecturer

3912

Introduction to Information Systems

Coordinating lecturer

1709

Organisation of production and services operations

Coordinating lecturer

4563

Project: Data Science

Co-lecturer

4588

Project: Data Science DL

Co-lecturer

4956

Seminar in numerical analysis

Member of the teaching team

1721

Supply chain management

Coordinating lecturer

3268

Mathematics for business economics

Coordinating lecturer

Academic year 2023 - 2024

4569

Advanced Topics in Data Science

Member of the teaching team

4585

Advanced Topics in Data Science DL

Member of the teaching team

3339

End Project

Member of the teaching team

1536

Advanced Mathematics 1

Co-lecturer

3912

Introduction to Information Systems

Coordinating lecturer

1709

Organisation of production and services operations

Coordinating lecturer

4563

Project: Data Science

Co-lecturer

4588

Project: Data Science DL

Co-lecturer

1721

Supply chain management

Coordinating lecturer

3268

Mathematics for business economics

Coordinating lecturer

Inneke VAN NIEUWENHUYSE

E-mail:

E-mail Inneke

Phone:

+3211269119

Location:

Campus Diepenbeek
Gebouw D
Office D261

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Prof. dr. Inneke VAN NIEUWENHUYSE

Research

Supervised PhDs

A sensitivity-based multi-objective approach to assist decision-makers in the control of an emerging infectious disease

Anticipatory Order Picking

Surface Partial Differential Equations for Simulation of Superficial Contractures

Data-Efficient Black Box Optimization Using Machine Learning Techniques

IMPROVING SUPPLY CHAIN PERFORMANCE- ORDER PICKING AND SERVICE NETWORK DESIGN

Constrained Bayesian Optimization with Barrier Functions; Impact of heteroscedastic noise on the search and identification phases

Bayesian Optimization for Engineering Design and Process Optimization

Essays on Machine Learning: Advances in Forecasting and Optimization

Multiobjective Simulation Optimization

Publications

Projects

VacxSYS: An integrated systems thinking approach to enhance vaccination strategies (Research)

Bayesian many-objective optimization with noise and user preference learning. (Research)

Flanders Artificial Intelligence Research program (FAIR) – second cycle (Research)

Data-efficient Machine learning for Smart Design of Experiments (Research)

Decision Maker Preferences in Multi-objective Stochastic Simulation Optimization: applications in operations management. (Research)

Multi-objective stochastic simulation optimization (Research)

Research on theme "multi-objective optimization" (Research)

Multi-criteria capacity optimization in emergency departments (Research)

Francqui chair of René De Koster (Research)

Education

Involved in the following courses

Academic year 2024 - 2025

Advanced Topics in Data Science

Advanced Topics in Data Science DL

End Project

Advanced Mathematics 1

Introduction to Information Systems

Organisation of production and services operations

Project: Data Science

Project: Data Science DL

Seminar in numerical analysis

Supply chain management

Mathematics for business economics

Academic year 2023 - 2024

Advanced Topics in Data Science

Advanced Topics in Data Science DL

End Project

Advanced Mathematics 1

Introduction to Information Systems

Organisation of production and services operations

Project: Data Science

Project: Data Science DL

Supply chain management

Mathematics for business economics

Inneke VAN NIEUWENHUYSE

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