Dr Jens-Dominik Mueller
Reader in Computational Fluid Dynamics and Optimisation
SEMS Academic Misconduct Officer, Head of Professional Bodies Liaison Group
School of Engineering and Materials Science
Queen Mary University of London
Queen Mary University of London
Research
Computational Fluid Dynamics, Numerical Optimisation, Shape Optimisation, Adjoint and sensitivity methods, Data-driven modelling
Interests
Development of multi-disciplinary modelling chains that include sensitivity analysis.Application of Automatic Differentiation tools to combine complete workflows from CAD to objective function.
Use of adjoint sensitivity methods in shape optimisation and data-driven modelling.
Publications
Publications of specific relevance to the Centre for Intelligent Transport2024
High-Resolution CAD-Based Shape Parametrisation of a U-Bend ChannelJesudasan R and Müeller J-D
Aerospace, Mdpi vol. 11 (8)
13-08-2024
2023
Discrete adjoint for coupled conjugate heat transferImam-Lawal O, Verstraete T and Müller JD
Structural and Multidisciplinary Optimization, Springer vol. 66 (5)
17-04-2023
A Review of Solution Stabilization Techniques for RANS CFD SolversXu S, Zhao J, Wu H, Zhang S, Müller J-D, Huang H, Rahmati M and Wang D
Aerospace, Mdpi vol. 10 (3)
26-02-2023
2022
LES-aided shape optimization of U-Bend channelQuadros R and Mueller J
8th European Congress on Computational Methods in Applied Sciences and Engineering.
01-01-2022
2021
Fallow time determination in dentistry using aerosol measurement in mechanically and non-mechanically ventilated environmentsShahdad S, Hindocha A, Patel T, Cagney N, Mueller JD, Koched A, Seoudi N, Morgan C, Fleming PS and Din AR
British Dental Journal (Bdj), Springer Nature [Academic Journals on Nature.Com]
24-08-2021
A Unified Geometry Parametrization Method for Turbomachinery BladesAgromayor R, Anand N, Müller JD, Pini M and Nord LO
Cad Computer Aided Design, Elsevier vol. 133
02-01-2021
Cad-Based Adaptive Shape Parametrisation for Aerodynamic Shape OptimisationJesudasan R and Mueller J
14th WCCM-ECCOMAS Congress.
01-01-2021
2020
An adjoint-assisted multilevel multifidelity method for uncertainty quantification and its application to turbomachinery manufacturing variabilityMohanamuraly P and Müller JD
International Journal For Numerical Methods in Engineering, Wiley
30-12-2020
Quantitative analysis of particulate matter release during orthodontic procedures: a pilot studyDin AR, Hindocha A, Patel T, Sudarshan S, Cagney N, Koched A, Mueller J-D, Seoudi N, Morgan C, Shahdad S and Fleming PS
British Dental Journal, Springer Nature, 1-7.
12-11-2020
A mesh adaptation strategy for complex wall-modeled turbomachinery LESOdier N, Thacker A, Harnieh M, Staffelbach G, Gicquel L, Duchaine F, García Rosa N and Müller JD
Computers and Fluids, Elsevier vol. 214
14-10-2020
The efficacy of an extraoral scavenging device on reduction of splatter contamination during dental aerosol generating procedures: an exploratory studyShahdad S, Patel T, Hindocha A, Cagney N, Mueller JD, Seoudi N, Morgan C and Din A
British Dental Journal (Bdj), Springer Nature [Academic Journals on Nature.Com]
11-09-2020
Consistent treatment of incompletely converged iterative linear solvers in reverse-mode algorithmic differentiationAkbarzadeh S, Hückelheim J and Müller JD
Computational Optimization and Applications, Springer (Part of Springer Nature)
03-08-2020
Seeding and adjoining zero-halo partitioned parallel scientific codesMohanamuraly P, Hascoët L and Müller JD
Optimization Methods and Software vol. 35 (3), 618-637.
03-05-2020
2019
A Newton–Krylov Solver for Robust Turbomachinery Aerodynamic AnalysisXu S, Mueller J-D, Pavanakumar M and Wang D
Aiaa Journal: Devoted to Aerospace Research and Development, American Institute of Aeronautics and Astronautics
24-12-2019
Geometric continuity constraints of automatically derived parametrisations in CAD-based shape optimisationMueller J, ZHANG X, Akbarzadeh S and WANG Y
International Journal of Computational Fluid Dynamics, Taylor & Francis
05-11-2019
Intracranial aneurysms: looking beyond size in neuroimaging: the role of anatomical factors and haemodynamicsRoi DP, Mueller J-D, Lobotesis K, McCague C, Memarian S, Khan F and Mankad K
Quantitative Imaging in Medicine and Surgery vol. 9 (4), 537-545.
01-04-2019
2018
Algorithmic differentiation of the Open CASCADE Technology CAD kernel and its coupling with an adjoint CFD solverBanović M, Mykhaskiv O, Auriemma S, Walther A, Legrand H and Müller JD
Optimization Methods and Software vol. 33 (4-6), 813-828.
02-11-2018
Parallelizable adjoint stencil computations using transposed forward-mode algorithmic differentiationHückelheim JC, Hovland PD, Strout MM and Müller JD
Optimization Methods and Software vol. 33 (4-6), 672-693.
02-11-2018
Sensitivity Analysis and Gradient-based Optimisation of Feed Spacer Shape in Reverse Osmosis Membrane Processes Using Discrete Adjoint ApproachMUELLER J, Wang Y and HE W
Desalination, Elsevier
17-10-2018
Adjoint-Based Aerodynamic Optimisation of Wing Shape Using Non-uniform Rational B-SplinesZhang X, Jesudasan R and Müller J-D
In Evolutionary and Deterministic Methods For Design Optimization and Control With Applications to Industrial and Societal Problems, Springer Nature 143-158.
07-09-2018
A Comparative Study of Two Different CAD-Based Mesh Deformation Methods for Structural Shape OptimizationSchwalbach M, Verstraete T, Müller J-D and Gauger N
In Evolutionary and Deterministic Methods For Design Optimization and Control With Applications to Industrial and Societal Problems, Springer Nature 47-60.
07-09-2018
Applications of differentiated CAD kernel in gradient-based aerodynamic shape optimisationAuriemma S
2018 Joint Propulsion Conference.
08-07-2018
Checkpointing with Time Gaps for Unsteady Adjoint CFDHückelheim JC and Müller J-D
In Advances in Evolutionary and Deterministic Methods For Design, Optimization and Control in Engineering and Sciences, Springer Nature 117-130.
03-07-2018
STAMPS: a Finite-Volume Solver Framework for Adjoint Codes Derived with Source-Transformation ADMueller J-D, Hueckelheim J and Mykhaskiv O
2018 Multidisciplinary Analysis and Optimization Conference.
24-06-2018
Evaluation of Integral Turbulence Scale Through the Fan Stage of a Turbofan Using Hot Wire Anemometry and Large Eddy SimulationOdier N, Duchaine F, Gicquel L, Staffelbach G, Thacker A, Rosa NG, Dufour G and Muller J-D
Volume 2C: Turbomachinery., v02ct42a021-v02ct42a021.
11-06-2018
Evaluation of integral turbulence scale through the fan stage of a turbofan using hot wire anemometry and large eddy simulationOdier N, Duchaine F, Gicquel L, Staffelbach G, Thacker A, García Rosa N, Dufour G and Muller JD
Proceedings of the ASME Turbo Expo. vol. 2C-2018
01-01-2018
2017
Adjoint Optimisation of Internal Turbine Cooling Channel Using NURBS-Based Automatic and Adaptive Parametrisation MethodJesudasan R, Zhang X and Mueller J-D
Volume 1: Compressors, Fans and Pumps; Turbines; Heat Transfer; Combustion, Fuels and Emissions., v001t02a009-v001t02a009.
07-12-2017
NURBS-based and Parametric-based Shape Optimisation with differentiated CAD Kernelmykhaskiv O, MUELLER J, Banovic M, Auriemma S, Mohanamuraly P, Walther A and Legrand H
Computer-Aided Design and Applications, Taylor & Francis
02-11-2017
Wing-body junction optimisation with CAD-based parametrisation including a moving intersectionXu S, Timme S, Mykhaskiv O and Müller JD
Aerospace Science and Technology vol. 68, 543-551.
01-09-2017
NURBS-based and Parametric-based Shape Optimisation with Differentiated CAD KernelMykhaskiv O, Müller J-D, Mohanamuraly P, Banovic M, Walther A, Auriemma S and Legrand H
Proceedings of CAD'17., 415-419.
10-08-2017
A Mesh Adaptation Strategy to Predict Pressure Losses in LES of Swirled FlowsDaviller G, Brebion M, Xavier P, Staffelbach G, Müller JD and Poinsot T
Flow, Turbulence and Combustion vol. 99 (1), 93-118.
01-07-2017
Reverse-mode algorithmic differentiation of an OpenMP-parallel compressible flow solverMUELLER J, hueckelheim J, hovland P and Strout M
International Journal of High Performance Computing Applications, Sage Publications
29-06-2017
CAD-Based Adjoint Optimization of the Stresses in a Radial TurbineVerstraete T, Müller L and Müller J-D
Volume 2C: Turbomachinery., v02ct47a025-v02ct47a025.
26-06-2017
ADJOINT BASED DESIGN OPTIMISATION OF AN INTERNAL COOLING CHANNEL U-BEND FOR MINIMIZED PRESSURE LOSSESMUELLER J, verstraete T and Mueller L
International Journal of Turbomachinery Propulsion and Power Editors: manna M.
21-06-2017
Adjoint-based design optimisation of an internal cooling channel u-bend for minimised pressure lossesVerstraete T, Müller L and Müller JD
International Journal of Turbomachinery, Propulsion and Power, Mdpi vol. 2 (2)
21-06-2017
CAD-based shape optimisation of the NASA CRM wing-body intersection using differentiated CAD-kernelMykhaskiv O, Mohanamuraly P, Mueller J-D, Xu S and Timme S
35th AIAA Applied Aerodynamics Conference.
02-06-2017
Multidisciplinary Adjoint Optimization of Trubomachinery Components Including Aerodynamic and Stress PerformanceVerstraete T, Mueller L and Mueller J-D
35th AIAA Applied Aerodynamics Conference.
02-06-2017
Adjoint based design optimisation of an internal cooling channel u-bend for minimized pressure lossesVerstraete T, Müller L and Müller JD
EuroTurbo.
01-04-2017
Solving an inverse coupled conjugate heat transfer problem by an adjoint approachImam-Lawal OR, Verstraete T and Müller JD
Proceedings of the 7th International Conference on Coupled Problems in Science and Engineering, COUPLED PROBLEMS 2017. vol. 2017-January, 788-799.
01-01-2017
CAD-based shape optimisation of the NASA CRM wing-body intersection using differentiated CAD-kernelMykhaskiv O, Mohanamuraly P, Müller JD, Xu S and Timme S
35th AIAA Applied Aerodynamics Conference, 2017.
01-01-2017
Multidisciplinary adjoint optimization of trubomachinery components including aerodynamic and stress performanceVerstraete T, Müller L and Müller JD
35th AIAA Applied Aerodynamics Conference, 2017.
01-01-2017
Adjoint based design optimisation of an internal cooling channel u-bend for minimized pressure lossesVerstraete T, Müller L and Müller JD
European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC.
01-01-2017
2016
Algorithmic differentiation of code with multiple context-specific activitiesHückelheim JC, Hascoët L and Müller JD
Acm Transactions on Intelligent Systems and Technology vol. 43 (4)
01-12-2016
A comparison of node-based and CAD-based automatic parametrisations in shape optimisationJESUDASAN R, Gugala M, Mykhaskiv O and Mueller J
11th ASMO UK/ISSMO/NOED2016: International Conference on Numerical Optimisation Methods for Engineering Design Technische Universität München - Germany (TUM/Garching) 18 Jul 2016 - 20 Jul 2016.
18-07-2016
CAD-free vs CAD-based parametrisation method in adjoint-based aerodynamic shape optimizationJESUDASAN R, Zhang X, Gugala M and Mueller J
European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS-2016) Crete, Greece 5 Jun 2016 - 10 Jun 2016.
05-06-2016
HYBRID PARALLELISATION OF AN ALGORITHMICALLY DIFFERENTIATED ADJOINT SOLVERMohanamuraly P, Huckelheim JC and Mueller J-D
Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016)., 1268-1276.
01-01-2016
GEOMETRIC CONTINUITY CONSTRAINTS FOR ADJACENT NURBS PATCHES IN SHAPE OPTIMISATIONZhang X, Wang Y, Gugala M and Mueller J-D
Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016)., 3985-3998.
01-01-2016
TOWARDS AN OUTPUT-BASED RE-MESHING FOR TURBOMACHINERY APPLICATIONSGugala M, Meyer M and Mueller J-D
Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016)., 4011-4022.
01-01-2016
OPTIMISATION OF A U-BEND USING A CAD-BASED ADJOINT METHOD WITH DIFFERENTIATED CAD KERNELAuriemma S, Banovic M, Mykhaskiv O, Legrand H, Mueller J-D, Verstraete T and Walther A
Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016)., 4023-4034.
01-01-2016
2015
LES Study of Transverse Acoustic Instabilities in a Swirled Kerosene/Air Combustion ChamberGhani A, Poinsot T, Gicquel L and Müller JD
Flow, Turbulence and Combustion vol. 96 (1), 207-226.
06-10-2015
Stabilisation of discrete steady adjoint solversXu S, Radford D, Meyer M and Müller JD
Journal of Computational Physics vol. 299, 175-195.
07-07-2015
Stabilisation of Discrete Adjoint Solvers for Incompressible FlowWang Y, Akbarzadeh S and Mueller JD
22nd AIAA Computational Fluid Dynamics Conference.
18-06-2015
Fixed point discrete adjoint of SIMPLE-like solversAkbarzadeh S, Wang Y and Mueller JD
22nd AIAA Computational Fluid Dynamics Conference.
18-06-2015
CAD-Based Adjoint Shape Optimisation of a One-Stage Turbine With Geometric ConstraintsXu S, Radford D, Meyer M and Müller J-D
Volume 2C: Turbomachinery., v02ct45a006-v02ct45a006.
15-06-2015
Computation of the Tangent-Linear Solution for LCO-Converged Nonlinear FlowsXu S, Hückelheim J, Gugala M and Müller J-D
53rd AIAA Aerospace Sciences Meeting.
03-01-2015
Time-averaged steady vs. unsteady adjoint: a comparison for cases with mild unsteadinessHueckelheim J, Xu S, Gugala M and Müller J-D
53rd AIAA Aerospace Sciences Meeting.
02-01-2015
Stabilisation of discrete adjoint solvers for incompressible flowWang Y, Akbarzadeh S and Müller JD
22nd AIAA Computational Fluid Dynamics Conference.
01-01-2015
2013
CAD-based shape optimisation with CFD using a discrete adjointXu S, Jahn W and Müller J-D
International Journal For Numerical Methods in Fluids
01-01-2013
2012
One-shot optimisation with grid adaptation using adjoint sensitivities (ECCOMAS 2012)Jaworski AB, Müller JD and Rokicki J
Eccomas 2012 - European Congress on Computational Methods in Applied Sciences and Engineering, E-Book Full Papers, 3685-3693.
01-12-2012
CFD development with automatic differentiationJones D, Müller JD and Bayyuk S
50th Aiaa Aerospace Sciences Meeting Including The New Horizons Forum and Aerospace Exposition
01-12-2012
Acoustic and Large Eddy Simulation studies of azimuthal modes in annular combustion chambersWolf P, Staffelbach G, Gicquel LYM, Müller JD and Poinsot T
Combustion and Flame vol. 159 (11), 3398-3413.
01-11-2012
Sensitivity of flow simulations in a cerebral aneurysmMüller JD, Jitsumura M and Müller-Kronast NHF
Journal of Biomechanics vol. 45 (15), 2539-2548.
11-10-2012
Sensitivity of flow simulations in a cerebral aneurysmMuller J-D, Jitsumura M and Mueller-Kronast NHF
Journal of Biomechanics vol. 45 (15), 2539-2548.
01-01-2012
Acoustic and Large Eddy Simulation studies of azimuthal modes in annular combustion chambersWolf P, Staffelbach G, Gicquel LYM, Müller J-D and Poinsot T
Combustion and Flame
01-01-2012
Goal-based flow optimisation for automotive designMueller J-D, Jones D, Jahn W, Othmer C, Megahed M, Hollette N, Pierrot G, Bletzinger K-U and Stavropolou E
Transport Research Arena 2012 vol. 48, 3599-3612.
01-01-2012
2011
Preparation and assembly of discrete adjoint CFD codesJones D, Müller JD and Christakopoulos F
Computers and Fluids vol. 46 (1), 282-286.
01-07-2011
CAD-based shape optimisation using adjoint sensitivitiesYu G, Müller JD, Jones D and Christakopoulos F
Computers and Fluids vol. 46 (1), 512-516.
01-07-2011
A modelling approach to aid the understanding of high volume image guided injection in recalcitrant achilles tendinopathyTwycross-Lewis R, Lu Y, Malliaras P, Mueller J-D and Maffulli N
British Journal of Sports Medicine, Bmj vol. 45 (2)
20-01-2011
Pseudo-timestepping and verification for automatic differentiation derived CFD codesChristakopoulos F, Jones D and Mueller J-D
Computers & Fluids vol. 46 (1), 174-179.
01-01-2011
2010
Challenges of developing engineering students' writing through peer assessmentMcConlogue T, Mueller J and Shelton J
Engineering Education 2010: Inspiring The Next Generation of Engineers, Ee 2010
01-12-2010
Discretisation of diffusive fluxes on hybrid gridsPuigt G, Auffray V and Müller JD
Journal of Computational Physics vol. 229 (5), 1425-1447.
01-03-2010
2008
Toward modular multigrid design optimisationJaworski A and Müller JD
Lecture Notes in Computational Science and Engineering vol. 64 LNCSE, 281-291.
20-10-2008
Validation of a fluid-structure interaction model for a bileaflet mechanical heart valveForsythe N and Mueller JD
Int J Comput Fluid D vol. 22 (8), 541-553.
01-01-2008
2005
On the performance of discrete adjoint CFD codes using automatic differentiationMuller JD and Cusdin P
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS. vol. 47 (8-9), 939-945.
20-03-2005
2004
Generating efficient code with automatic differentiationCusdin P and Müller JD
ECCOMAS 2004 - European Congress on Computational Methods in Applied Sciences and Engineering.
01-12-2004
2003
Algorithm developments for discrete adjoint methodsGiles MB, Duta MC, Müller JD and Pierce NA
Aiaa Journal vol. 41 (2), 198-205.
01-01-2003
2002
Anisotropic adaptation and multigrid for hybrid gridsMüller JD
International Journal for Numerical Methods in Fluids. vol. 40 (3-4), 445-455.
30-09-2002
Edge-based multigrid and preconditioning for hybrid gridsMoinier P, Müller JD and Giles MB
Aiaa Journal vol. 40 (10), 1954-1960.
01-01-2002
2001
Adaptive local grid refinement for unsteady reacting flowsMüller JD, Schönfeld ET and Légier JP
15th Aiaa Computational Fluid Dynamics Conference
01-12-2001
Solution adaptive mesh refinement using adjoint error analysisMüller JD and Giles MB
15th Aiaa Computational Fluid Dynamics Conference
01-12-2001
Adjoint code developments using the exact discrete approachGiles M, Duta M and Mueller J-D
15th AIAA Computational Fluid Dynamics Conference.
11-06-2001
1999
Edge-based multigrid and preconditioning for hybrid gridsMoinier P and Mueller J-D
14th Computational Fluid Dynamics Conference.
22-08-1999
Edge-based multigrid and preconditioning for hybrid gridsMoinier P, Müller JD and Giles MB
14th Computational Fluid Dynamics Conference.
01-01-1999
1997
A comparison of the treatment of hanging nodes for hybrid grid refinementMueller J-D, Schoenfeld T, Rudgyard M and Mueller J-D
13th Computational Fluid Dynamics Conference.
29-06-1997
A comparison of the treatment of hanging nodes for hybrid grid refinementMüller JD, Schönfeld T and Rudgyard M
13th Computational Fluid Dynamics Conference.
01-01-1997
1996
An object-oriented approach to hybrid structured/unstructured grid generationBanks D, Mueller J-D and Vankeirsbilck P
34th Aerospace Sciences Meeting and Exhibit.
15-01-1996
1994
Quality estimates and stretched meshes based on Delaunay triangulationsMuller J-D
Aiaa Journal, American Institute of Aeronautics and Astronautics (Aiaa) vol. 32 (12), 2372-2379.
01-12-1994
1993
A frontal approach for internal node generation in Delaunay triangulationsMüller J, Roe PL and Deconinck H
International Journal For Numerical Methods in Fluids, Wiley vol. 17 (3), 241-255.
15-08-1993
Proven angular bounds and stretched triangulations with the frontal delaunay methodMüller JD
11th Computational Fluid Dynamics Conference, 1993., 546-554.
01-01-1993
Computations of inviscid compressible flows using fluctuation-splitting on triangular meshesPaillère H, Deconinck H, Struijs R, Roe PL, Mesaros LM and Müller JD
11th Computational Fluid Dynamics Conference, 1993., 36-50.
01-01-1993
Grants
Grants of specific relevance to the Centre for Intelligent TransportComputational methods for active flow control using adoint sensitivitiesJens-Dominik Mueller
£179,947 EU Commission - Horizon 2020
01-09-2020 - 31-08-2022
MHI2: mixing plane, nozzle vaneJens-Dominik Mueller
£186,258 Mitsubishi Heavy Industries
01-01-2019 - 30-06-2023
CAD-based wing optimisation for the XRF1 - CASE studentship AirbusJens-Dominik Mueller
£27,000 Airbus Defence & Space Ltd
01-09-2018 - 31-08-2022
Parallel Multigrid and Mesh RefinementJens-Dominik Mueller
£58,294 Rolls-Royce Deutschland Ltd & Co KG
01-10-2016 - 31-08-2020
MADDOG - Multidisciplinary Adjoint Design Optimisation of GasturbinesJens-Dominik Mueller
£127,046 EU Commission - Horizon 2020
01-09-2015 - 31-08-2017