Dr Jens-Dominik Mueller
Reader
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
Jesudasan R and Müeller J-D (2024). High-Resolution CAD-Based Shape Parametrisation of a U-Bend Channel. Aerospace, MDPI vol. 11 (8) 13-08-2024
2023
Imam-Lawal O, Verstraete T and Müller JD (2023). Discrete adjoint for coupled conjugate heat transfer. Structural and Multidisciplinary Optimization, Springer vol. 66 (5) 17-04-2023
Xu S, Zhao J, Wu H, Zhang S, Müller J-D, Huang H, Rahmati M and Wang D (2023). A Review of Solution Stabilization Techniques for RANS CFD Solvers. Aerospace, MDPI vol. 10 (3) 26-02-2023
2022
Quadros R and Mueller J (2022). LES-aided shape optimization of U-Bend channel. 8th European Congress on Computational Methods in Applied Sciences and Engineering. 01-01-2022
2021
Shahdad S, Hindocha A, Patel T, Cagney N, Mueller JD, Koched A, Seoudi N, Morgan C, Fleming PS and Din AR (2021). Fallow time determination in dentistry using aerosol measurement in mechanically and non-mechanically ventilated environments. British Dental Journal (BDJ), Springer Nature [academic journals on nature.com] 24-08-2021
Agromayor R, Anand N, Müller JD, Pini M and Nord LO (2021). A Unified Geometry Parametrization Method for Turbomachinery Blades. CAD Computer Aided Design, Elsevier vol. 133 02-01-2021
Jesudasan R and Mueller J (2021). Cad-Based Adaptive Shape Parametrisation for Aerodynamic Shape Optimisation. 14th WCCM-ECCOMAS Congress. 01-01-2021
2020
Mohanamuraly P and Müller JD (2020). An adjoint-assisted multilevel multifidelity method for uncertainty quantification and its application to turbomachinery manufacturing variability. International Journal for Numerical Methods in Engineering, Wiley 30-12-2020
Din AR, Hindocha A, Patel T, Sudarshan S, Cagney N, Koched A, Mueller J-D, Seoudi N, Morgan C, Shahdad S and Fleming PS (2020). Quantitative analysis of particulate matter release during orthodontic procedures: a pilot study. British Dental Journal, Springer Nature, 1-7. 12-11-2020
Odier N, Thacker A, Harnieh M, Staffelbach G, Gicquel L, Duchaine F, García Rosa N and Müller JD (2020). A mesh adaptation strategy for complex wall-modeled turbomachinery LES. Computers and Fluids, Elsevier vol. 214 14-10-2020
Shahdad S, Patel T, Hindocha A, Cagney N, Mueller JD, Seoudi N, Morgan C and Din A (2020). The efficacy of an extraoral scavenging device on reduction of splatter contamination during dental aerosol generating procedures: an exploratory study. British Dental Journal (BDJ), Springer Nature [academic journals on nature.com] 11-09-2020
Akbarzadeh S, Hückelheim J and Müller JD (2020). Consistent treatment of incompletely converged iterative linear solvers in reverse-mode algorithmic differentiation. Computational Optimization and Applications, Springer (part of Springer Nature) 03-08-2020
Mohanamuraly P, Hascoët L and Müller JD (2020). Seeding and adjoining zero-halo partitioned parallel scientific codes. Optimization Methods and Software vol. 35 (3), 618-637. 03-05-2020
2019
Xu S, Mueller J-D, Pavanakumar M and Wang D (2019). A Newton–Krylov Solver for Robust Turbomachinery Aerodynamic Analysis. AIAA Journal: devoted to aerospace research and development, American Institute of Aeronautics and Astronautics 24-12-2019
Mueller J, ZHANG X, Akbarzadeh S and WANG Y (2019). Geometric continuity constraints of automatically derived parametrisations in CAD-based shape optimisation. International Journal of Computational Fluid Dynamics, Taylor & Francis 05-11-2019
Roi DP, Mueller J-D, Lobotesis K, McCague C, Memarian S, Khan F and Mankad K (2019). Intracranial aneurysms: looking beyond size in neuroimaging: the role of anatomical factors and haemodynamics. QUANTITATIVE IMAGING IN MEDICINE AND SURGERY vol. 9 (4), 537-545. 01-04-2019
2018
Banović M, Mykhaskiv O, Auriemma S, Walther A, Legrand H and Müller JD (2018). Algorithmic differentiation of the Open CASCADE Technology CAD kernel and its coupling with an adjoint CFD solver. Optimization Methods and Software vol. 33 (4-6), 813-828. 02-11-2018
Hückelheim JC, Hovland PD, Strout MM and Müller JD (2018). Parallelizable adjoint stencil computations using transposed forward-mode algorithmic differentiation. Optimization Methods and Software vol. 33 (4-6), 672-693. 02-11-2018
MUELLER J, Wang Y and HE W (2018). Sensitivity Analysis and Gradient-based Optimisation of Feed Spacer Shape in Reverse Osmosis Membrane Processes Using Discrete Adjoint Approach. Desalination, Elsevier 17-10-2018
Zhang X, Jesudasan R and Müller J-D (2018). Adjoint-Based Aerodynamic Optimisation of Wing Shape Using Non-uniform Rational B-Splines. Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems 143-158. 07-09-2018
Schwalbach M, Verstraete T, Müller J-D and Gauger N (2018). A Comparative Study of Two Different CAD-Based Mesh Deformation Methods for Structural Shape Optimization. Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems 47-60. 07-09-2018
Auriemma S (2018). Applications of differentiated CAD kernel in gradient-based aerodynamic shape optimisation. 2018 Joint Propulsion Conference. 08-07-2018
Hückelheim JC and Müller J-D (2018). Checkpointing with Time Gaps for Unsteady Adjoint CFD. Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences 117-130. 03-07-2018
Mueller J-D, Hueckelheim J and Mykhaskiv O (2018). STAMPS: a Finite-Volume Solver Framework for Adjoint Codes Derived with Source-Transformation AD. 2018 Multidisciplinary Analysis and Optimization Conference. 24-06-2018
Odier N, Duchaine F, Gicquel L, Staffelbach G, Thacker A, Rosa NG, Dufour G and Muller J-D (2018). Evaluation of Integral Turbulence Scale Through the Fan Stage of a Turbofan Using Hot Wire Anemometry and Large Eddy Simulation. Volume 2C: Turbomachinery. 11-06-2018
Odier N, Duchaine F, Gicquel L, Staffelbach G, Thacker A, García Rosa N, Dufour G and Muller JD (2018). Evaluation of integral turbulence scale through the fan stage of a turbofan using hot wire anemometry and large eddy simulation. 01-01-2018
2017
Jesudasan R, Zhang X and Mueller J-D (2017). Adjoint Optimisation of Internal Turbine Cooling Channel Using NURBS-Based Automatic and Adaptive Parametrisation Method. Volume 1: Compressors, Fans and Pumps; Turbines; Heat Transfer; Combustion, Fuels and Emissions. 07-12-2017
mykhaskiv O, MUELLER J, Banovic M, Auriemma S, Mohanamuraly P, Walther A and Legrand H (2017). NURBS-based and Parametric-based Shape Optimisation with differentiated CAD Kernel. Computer-Aided Design and Applications, Taylor & Francis 02-11-2017
Xu S, Timme S, Mykhaskiv O and Müller JD (2017). Wing-body junction optimisation with CAD-based parametrisation including a moving intersection. Aerospace Science and Technology vol. 68, 543-551. 01-09-2017
Mykhaskiv O, Müller J-D, Mohanamuraly P, Banovic M, Walther A, Auriemma S and Legrand H (2017). NURBS-based and Parametric-based Shape Optimisation with Differentiated CAD Kernel. Proceedings of CAD'17. 10-08-2017
Daviller G, Brebion M, Xavier P, Staffelbach G, Müller JD and Poinsot T (2017). A Mesh Adaptation Strategy to Predict Pressure Losses in LES of Swirled Flows. Flow, Turbulence and Combustion vol. 99 (1), 93-118. 01-07-2017
MUELLER J, hueckelheim J, hovland P and Strout M (2017). Reverse-mode algorithmic differentiation of an OpenMP-parallel compressible flow solver. International Journal of High Performance Computing Applications, SAGE Publications 29-06-2017
Verstraete T, Müller L and Müller J-D (2017). CAD-Based Adjoint Optimization of the Stresses in a Radial Turbine. Volume 2C: Turbomachinery. 26-06-2017
MUELLER J, verstraete T and Mueller L (2017). ADJOINT BASED DESIGN OPTIMISATION OF AN INTERNAL COOLING CHANNEL U-BEND FOR MINIMIZED PRESSURE LOSSES., Editors: manna M. International Journal of turbomachinery propulsion and power 21-06-2017
Verstraete T, Müller L and Müller JD (2017). Adjoint-based design optimisation of an internal cooling channel u-bend for minimised pressure losses. International Journal of Turbomachinery, Propulsion and Power, MDPI vol. 2 (2) 21-06-2017
Mykhaskiv O, Mohanamuraly P, Mueller J-D, Xu S and Timme S (2017). CAD-based shape optimisation of the NASA CRM wing-body intersection using differentiated CAD-kernel. 35th AIAA Applied Aerodynamics Conference. 02-06-2017
Verstraete T, Mueller L and Mueller J-D (2017). Multidisciplinary Adjoint Optimization of Trubomachinery Components Including Aerodynamic and Stress Performance. 35th AIAA Applied Aerodynamics Conference. 02-06-2017
Verstraete T, Müller L and Müller JD (2017). Adjoint based design optimisation of an internal cooling channel u-bend for minimized pressure losses. EuroTurbo. 01-04-2017
Imam-Lawal OR, Verstraete T and Müller JD (2017). Solving an inverse coupled conjugate heat transfer problem by an adjoint approach. 01-01-2017
Mykhaskiv O, Mohanamuraly P, Müller JD, Xu S and Timme S (2017). CAD-based shape optimisation of the NASA CRM wing-body intersection using differentiated CAD-kernel. 01-01-2017
Verstraete T, Müller L and Müller JD (2017). Multidisciplinary adjoint optimization of trubomachinery components including aerodynamic and stress performance. 01-01-2017
Verstraete T, Müller L and Müller JD (2017). Adjoint based design optimisation of an internal cooling channel u-bend for minimized pressure losses. 01-01-2017
2016
Hückelheim JC, Hascoët L and Müller JD (2016). Algorithmic differentiation of code with multiple context-specific activities. ACM Transactions on Intelligent Systems and Technology vol. 43 (4) 01-12-2016
JESUDASAN R, Gugala M, Mykhaskiv O and Mueller J (2016). A comparison of node-based and CAD-based automatic parametrisations in shape optimisation. 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
JESUDASAN R, Zhang X, Gugala M and Mueller J (2016). CAD-free vs CAD-based parametrisation method in adjoint-based aerodynamic shape optimization. European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS-2016) Crete, Greece 5 Jun 2016 - 10 Jun 2016. 05-06-2016
Mohanamuraly P, Huckelheim JC and Mueller J-D (2016). HYBRID PARALLELISATION OF AN ALGORITHMICALLY DIFFERENTIATED ADJOINT SOLVER. Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016). 01-01-2016
Zhang X, Wang Y, Gugala M and Mueller J-D (2016). GEOMETRIC CONTINUITY CONSTRAINTS FOR ADJACENT NURBS PATCHES IN SHAPE OPTIMISATION. Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016). 01-01-2016
Gugala M, Meyer M and Mueller J-D (2016). TOWARDS AN OUTPUT-BASED RE-MESHING FOR TURBOMACHINERY APPLICATIONS. Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016). 01-01-2016
Auriemma S, Banovic M, Mykhaskiv O, Legrand H, Mueller J-D, Verstraete T and Walther A (2016). OPTIMISATION OF A U-BEND USING A CAD-BASED ADJOINT METHOD WITH DIFFERENTIATED CAD KERNEL. Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016). 01-01-2016
2015
Ghani A, Poinsot T, Gicquel L and Müller JD (2015). LES Study of Transverse Acoustic Instabilities in a Swirled Kerosene/Air Combustion Chamber. Flow, Turbulence and Combustion vol. 96 (1), 207-226. 06-10-2015
Xu S, Radford D, Meyer M and Müller JD (2015). Stabilisation of discrete steady adjoint solvers. Journal of Computational Physics vol. 299, 175-195. 07-07-2015
Wang Y, Akbarzadeh S and Mueller JD (2015). Stabilisation of Discrete Adjoint Solvers for Incompressible Flow. 22nd AIAA Computational Fluid Dynamics Conference. 18-06-2015
Akbarzadeh S, Wang Y and Mueller JD (2015). Fixed point discrete adjoint of SIMPLE-like solvers. 22nd AIAA Computational Fluid Dynamics Conference. 18-06-2015
Xu S, Radford D, Meyer M and Müller J-D (2015). CAD-Based Adjoint Shape Optimisation of a One-Stage Turbine With Geometric Constraints. Volume 2C: Turbomachinery. 15-06-2015
Xu S, Hückelheim J, Gugala M and Müller J-D (2015). Computation of the Tangent-Linear Solution for LCO-Converged Nonlinear Flows. 53rd AIAA Aerospace Sciences Meeting. 03-01-2015
Hueckelheim J, Xu S, Gugala M and Müller J-D (2015). Time-averaged steady vs. unsteady adjoint: a comparison for cases with mild unsteadiness. 53rd AIAA Aerospace Sciences Meeting. 02-01-2015
Wang Y, Akbarzadeh S and Müller JD (2015). Stabilisation of discrete adjoint solvers for incompressible flow. 01-01-2015
2013
Xu S, Jahn W and Müller J-D (2013). CAD-based shape optimisation with CFD using a discrete adjoint. International Journal for Numerical Methods in Fluids 01-01-2013
2012
Jaworski AB, Müller JD and Rokicki J (2012). One-shot optimisation with grid adaptation using adjoint sensitivities (ECCOMAS 2012). ECCOMAS 2012 - European Congress on Computational Methods in Applied Sciences and Engineering, e-Book Full Papers, 3685-3693. 01-12-2012
Jones D, Müller JD and Bayyuk S (2012). CFD development with automatic differentiation. 50th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition 01-12-2012
Wolf P, Staffelbach G, Gicquel LYM, Müller JD and Poinsot T (2012). Acoustic and Large Eddy Simulation studies of azimuthal modes in annular combustion chambers. Combustion and Flame vol. 159 (11), 3398-3413. 01-11-2012
Müller JD, Jitsumura M and Müller-Kronast NHF (2012). Sensitivity of flow simulations in a cerebral aneurysm. Journal of Biomechanics vol. 45 (15), 2539-2548. 11-10-2012
Muller J-D, Jitsumura M and Mueller-Kronast NHF (2012). Sensitivity of flow simulations in a cerebral aneurysm. JOURNAL OF BIOMECHANICS vol. 45 (15), 2539-2548. 01-01-2012
Wolf P, Staffelbach G, Gicquel LYM, Müller J-D and Poinsot T (2012). Acoustic and Large Eddy Simulation studies of azimuthal modes in annular combustion chambers. Combustion and Flame 01-01-2012
Mueller J-D, Jones D, Jahn W, Othmer C, Megahed M, Hollette N, Pierrot G, Bletzinger K-U and Stavropolou E (2012). Goal-based flow optimisation for automotive design. TRANSPORT RESEARCH ARENA 2012 vol. 48, 3599-3612. 01-01-2012
2011
Jones D, Müller JD and Christakopoulos F (2011). Preparation and assembly of discrete adjoint CFD codes. Computers and Fluids vol. 46 (1), 282-286. 01-07-2011
Yu G, Müller JD, Jones D and Christakopoulos F (2011). CAD-based shape optimisation using adjoint sensitivities. Computers and Fluids vol. 46 (1), 512-516. 01-07-2011
Twycross-Lewis R, Lu Y, Malliaras P, Mueller J-D and Maffulli N (2011). A modelling approach to aid the understanding of high volume image guided injection in recalcitrant achilles tendinopathy. British Journal of Sports Medicine, BMJ vol. 45 (2) 20-01-2011
Christakopoulos F, Jones D and Mueller J-D (2011). Pseudo-timestepping and verification for automatic differentiation derived CFD codes. COMPUTERS & FLUIDS vol. 46 (1), 174-179. 01-01-2011
2010
McConlogue T, Mueller J and Shelton J (2010). Challenges of developing engineering students' writing through peer assessment. Engineering Education 2010: Inspiring the Next Generation of Engineers, EE 2010 01-12-2010
Puigt G, Auffray V and Müller JD (2010). Discretisation of diffusive fluxes on hybrid grids. Journal of Computational Physics vol. 229 (5), 1425-1447. 01-03-2010
2008
Jaworski A and Müller JD (2008). Toward modular multigrid design optimisation. Lecture Notes in Computational Science and Engineering vol. 64 LNCSE, 281-291. 20-10-2008
Forsythe N and Mueller JD (2008). Validation of a fluid-structure interaction model for a bileaflet mechanical heart valve. INT J COMPUT FLUID D vol. 22 (8), 541-553. 01-01-2008
2005
Muller JD and Cusdin P (2005). On the performance of discrete adjoint CFD codes using automatic differentiation. 20-03-2005
2004
2003
Giles MB, Duta MC, Müller JD and Pierce NA (2003). Algorithm developments for discrete adjoint methods. AIAA Journal vol. 41 (2), 198-205. 01-01-2003
2002
Moinier P, Müller JD and Giles MB (2002). Edge-based multigrid and preconditioning for hybrid grids. AIAA Journal vol. 40 (10), 1954-1960. 01-01-2002
2001
Müller JD, Schönfeld ET and Légier JP (2001). Adaptive local grid refinement for unsteady reacting flows. 15th AIAA Computational Fluid Dynamics Conference 01-12-2001
Müller JD and Giles MB (2001). Solution adaptive mesh refinement using adjoint error analysis. 15th AIAA Computational Fluid Dynamics Conference 01-12-2001
Giles M, Duta M and Mueller J-D (2001). Adjoint code developments using the exact discrete approach. 15th AIAA Computational Fluid Dynamics Conference. 11-06-2001
1999
Moinier P and Mueller J-D (1999). Edge-based multigrid and preconditioning for hybrid grids. 14th Computational Fluid Dynamics Conference. 22-08-1999
Moinier P, Müller JD and Giles MB (1999). Edge-based multigrid and preconditioning for hybrid grids. 01-01-1999
1997
Mueller J-D, Schoenfeld T, Rudgyard M and Mueller J-D (1997). A comparison of the treatment of hanging nodes for hybrid grid refinement. 13th Computational Fluid Dynamics Conference. 29-06-1997
Müller JD, Schönfeld T and Rudgyard M (1997). A comparison of the treatment of hanging nodes for hybrid grid refinement. 01-01-1997
1996
Banks D, Mueller J-D and Vankeirsbilck P (1996). An object-oriented approach to hybrid structured/unstructured grid generation. 34th Aerospace Sciences Meeting and Exhibit. 15-01-1996
1994
Muller J-D (1994). Quality estimates and stretched meshes based on Delaunay triangulations. AIAA Journal, American Institute of Aeronautics and Astronautics (AIAA) vol. 32 (12), 2372-2379. 01-12-1994
1993
Müller J, Roe PL and Deconinck H (1993). A frontal approach for internal node generation in Delaunay triangulations. International Journal for Numerical Methods in Fluids, Wiley vol. 17 (3), 241-255. 15-08-1993
Müller JD (1993). Proven angular bounds and stretched triangulations with the frontal delaunay method. 01-01-1993
Paillère H, Deconinck H, Struijs R, Roe PL, Mesaros LM and Müller JD (1993). Computations of inviscid compressible flows using fluctuation-splitting on triangular meshes. 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)