Emil Gustavsson

Showing 30 publications

2024

Effects on district heating networks by introducing demand side economic model predictive control

Henrik Håkansson, Magnus Önnheim, Emil Gustavsson et al
Energy and Buildings. Vol. 309
Journal article
2023

Online geometry assurance in individualized production by feedback control and model calibration of digital twins

Anders Sjöberg, Magnus Önnheim, Otto Frost et al
Journal of Manufacturing Systems. Vol. 66, p. 71-81
Journal article
2023

Utilization of convolutional neural networks for HI source finding: Team FORSKA-Sweden approach to SKA Data Challenge 2

Henrik Håkansson, Anders Sjöberg, Maria Carmen Toribio Perez et al
Astronomy and Astrophysics. Vol. 671
Journal article
2023

SKA Science Data Challenge 2: analysis and results

Philippa Hartley, A. Bonaldi, Robert Braun et al
Monthly Notices of the Royal Astronomical Society. Vol. 523 (2), p. 1967-1993
Journal article
2021

Multi-objective constrained Bayesian optimization for structural design

Alexandre Mathern, Olof Skogby Steinholtz, Anders Sjöberg et al
Structural and Multidisciplinary Optimization. Vol. 63 (2), p. 689-701
Journal article
2021

Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents

Ívar Örn Arnarsson, Otto Frost, Emil Gustavsson et al
Concurrent Engineering Research and Applications. Vol. 29 (2), p. 142-152
Journal article
2020

Modeling industrial engineering change processes using the design structure matrix for sequence analysis: a comparison of multiple projects

Ívar Örn Arnarsson, Emil Gustavsson, Mats Jirstrand et al
Design Science. Vol. 6
Journal article
2020

S-RASTER: contraction clustering for evolving data streams

Gregor Ulm, Simon Smith, Adrian Nilsson et al
Journal of Big Data. Vol. 7 (1)
Journal article
2019

Reinforcement Learning Informed by Optimal Control

Magnus Önnheim, Pontus Andersson, Emil Gustavsson et al
Lecture Notes in Computer Science. Vol. 11731, p. 403-407
Paper in proceeding
2019

Supporting Knowledge Re-Use with Effective Searches of Related Engineering Documents - A Comparison of Search Engine and Natural Language-Based Processing Algorithms

Ívar Örn Arnarsson, Otto Frost, Emil Gustavsson et al
Proceedings of the International Conference on Engineering Design, ICED. Vol. 2019-August, p. 2597-2606
Paper in proceeding
2019

Federated Learning of Deep Neural Decision Forests

Anders Sjöberg, Emil Gustavsson, Ashok Krishna Chaitanya Koppisetty et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11943, p. 700-710
Paper in proceeding
2019

Architecture-Aware Bayesian Optimization for Neural Network Tuning

Anders Sjöberg, Magnus Önnheim, Emil Gustavsson et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11728, p. 220-231
Paper in proceeding
2018

Analysis of Engineering Change Requests Using Markov Chains

Emil Gustavsson, Ívar Örn Arnarsson, Johan Malmqvist et al
Proceedings of International Design Conference, DESIGN. Vol. 2, p. 523 -532
Paper in proceeding
2018

Reinforcement learning in real-time geometry assurance

Emilio Jorge, Lucas Brynte, Constantin Cronrath et al
Procedia CIRP. Vol. 72, p. 1073-1078
Paper in proceeding
2017

Ergodic, primal convergence in dual subgradient schemes for convex programming, II: the case of inconsistent primal problems

Magnus Önnheim, Emil Gustavsson, Ann-Brith Strömberg et al
Mathematical Programming. Vol. 163 (1-2), p. 57-84
Journal article
2017

Purely Functional Federated Learning in Erlang

Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Proceedings of the 29th Symposium on Implementation and Application of Functional Languages (IFL 2017), p. 160-167
Paper in proceeding
2017

Design Analytics is the Answer, But What Questions Would Product Developers Like to Have Answered?

Ívar Örn Arnarsson, Emil Gustavsson, Johan Malmqvist et al
Proceedings of the International Conference on Engineering Design, ICED. Vol. 7 (DS87-7), p. 71-80
Paper in proceeding
2017

Functional Federated Learning in Erlang

Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Proceedings of the 5th Swedish Workshop on Data Science (SweDS 2017)
Conference poster
2016

Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence.

Emilio Jorge, Mikael Kågebäck, Emil Gustavsson
Preprint
2016

An Introduction to Continuous Optimization, 3rd edition

Niclas Andréasson, Anton Evgrafov, Michael Patriksson et al
Book
2016

Towards Big-Data Analysis of Deviation and Error Reports in Product Development Projects

Ívar Örn Arnarsson, Johan Malmqvist, Emil Gustavsson et al
Proceedings of NordDesign 2016, Trondheim, Norway. Vol. 2, p. 83-92
Paper in proceeding
2015

Primal convergence from dual subgradient methods for convex optimization

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg
Mathematical Programming, Series B. Vol. 150 (2), p. 365-390
Journal article
2015

Scheduling tamping operations on railway tracks using mixed integer linear programming

Emil Gustavsson
EURO Journal on Transportation and Logistics. Vol. 4 (1), p. 97-112
Journal article
2014

Preventive maintenance scheduling of multi-component systems with interval costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Computers and Industrial Engineering. Vol. 76, p. 390-400
Journal article
2013

Introduction to Continuous Optimization

Michael Patriksson, Niclas Andréasson, Anton Evgrafov et al
Book
2012

Primal convergence from dual subgradient methods for convex optimization

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg
Preprint
2012

Preventive maintenance scheduling of multi-component systems with deterioration costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Preprint
2012

The preventive maintenance scheduling problem with interval costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Preprint

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Showing 2 research projects

2011–2014

Development of mathematical models and methods for optimal condition based maintenance, especially within energy production and energy-intensive industry

Ann-Brith Strömberg Applied Mathematics and Statistics
Emil Gustavsson Mathematics
Michael Patriksson Applied Mathematics and Statistics
Swedish Energy Agency

5 publications exist
1998–2026

Nonsmooth convex optimization—theory and solution methodology

Ann-Brith Strömberg Applied Mathematics and Statistics
Emil Gustavsson Mathematics
Michael Patriksson Applied Mathematics and Statistics
Magnus Önnheim Algebra and geometry
Naturvetenskapliga Forskningsrådet
Chalmers

15 publications exist
There might be more projects where Emil Gustavsson participates, but you have to be logged in as a Chalmers employee to see them.