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Artificial intelligence (AI) and machine learning (ML) together represent a research frontier with a wide variety of discipline specific applications. At Strathclyde researchers in Computer & Information Sciences are exploring improved AI planning models to enable improved decision making by automous agents. Meanwhile, research conducted by the Aerospace Centre of Excellence is using AI and computational techniques to optimize the efficacy of certain astronautic applications. This includes 'global trajectory optimization' to aircraft and spacecraft design, from the planning and scheduling for autonomous vehicles to the synthesis of robust controllers for airplanes or satellites.

AI is also transforming the research agenda within Finance, where researchers are exploring the potential of AI and machine learning in evaluating banking risks and in new, emerging aspects of FinTech.

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Group by: Publication Date | Item type | No Grouping
Jump to: 2020 | 2019 | 2018 | 2017 | 2016
Number of items: 42.

2020

Afsar, M. Z. and Sescu, A. and Gryazev, V. and Markesteijn, A. and Karabasov, S. (2020) Analysis of the non-parallel flow-based Green's function in the acoustic analogy for complex axisymmetric jets. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Afsar, M. Z. and Gryazev, V. and Markesteijn, A. and Karabasov, S. (2020) Effect of large-scale mixing on the axisymmetric structure of turbulence correlations in complex dual stream jets. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Afsar, M. Z. and Sescu, A. and Leib, S. J. (2020) Improved jet noise predictions in subsonic flows using an approximate composite asymptotic expansion of the adjoint Green's function in Goldstein's analogy. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Afsar, M. Z. and Stirrat, S. A. and Kokkinakis, I. W. (2020) Investigation of fast GPU-based algorithms for jet-surface interaction noise calculations. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Horner, Colby and Sescu, Adrian and Afsar, Mohammed and Collins, Eric and Azarpeyvand, Mahdi (2020) Passive noise control strategies for jets exhausting over flat surfaces : an LES study. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Afsar, M. Z. (2020) The relationship between the surface pressure spectrum and transverse velocity spectrum in a Rapid-distortion theory model of trailing edge noise. In: 2020 AIAA Aviation and Aeronautics Forum and Exposition, 2020-06-15 - 2020-06-19, Virtual Event.

Meaden, Katherine and Afsar, Mohammed and Muhel, Rohella and Kokkinakis, Ioannis (2020) The Coanda Effect anomaly present in 2D CFD simulations of installed rectangular jets. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Kelly, Simon and Afsar, Mohammed and Muhel, Rohella and Kokkinakis, Ioannis (2020) How a jet flow interacting with a streamwise/spanwise corrugated surface causes an increase in turbulence kinetic energy. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Greenlee, George and Afsar, Mohammed and Muhel, Rohella (2020) Investigating incipient separation for an aerofoil at an arbitrary orientation subjected to on oncoming gust. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Johnston, D and Afsar, M (2020) Investigating the effectiveness of Padé-type approximations. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Stirrat, S.A. and Afsar, M.Z. and Kokkinakis, I.W. (2020) Investigation of parallel computing for jet-surface interaction noise calculations. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Mackay, Magnus and Afsar, Mohammed and Kokkinakis, Ioannis (2020) An LES investigation of the 2D Tollmien-Schlichting wave instability in channel flow. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Afsar, Mohammed and Stirrat, Sarah and McLeod, Lydia (2020) Structure of turbulence prior to rapid-distortion. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Knight, Megan and Muhel, Rohella and Afsar, Mohammed and Kokkinakis, Ioannis (2020) Turbulence kinetic energy for an axisymmetric steam jet. In: 33rd Scottish Fluid Mechanics Meeting, 2020-05-28 - 2020-05-28, Heriot Watt University.

Es-Sahli, Omar and Sescu, Adrian and Afsar, Mohammed (2020) Nonlinear centrifugal instabilities in curved free shear layers. In: American Institute of Aeronautics and Astronautics (AIAA) SciTech Forum, 2020-01-06 - 2020-01-10, Hyatt Regency Orlando.

Sescu, Adrian and Afsar, Mohammed and Hattori, Yuji (2020) Streaks in high-speed boundary layers : assessment via the full nonlinear boundary-region equations. In: American Institute of Aeronautics and Astronautics (AIAA) SciTech Forum, 2020-01-06 - 2020-01-10, Hyatt Regency Orlando.

2019

Afsar, Mohammed Z. and Sescu, Adrian and Leib, Stewart J. (2019) Modelling and prediction of the peak radiated sound in sub-sonic axisymmetric air jets using acoustic analogy based asymptotic analysis. Philosophical Transactions A: Mathematical, Physical and Engineering Sciences, 377 (2159). 20190073. ISSN 1471-2962

Sescu, Adrian and Afsar, Mohammed and Hattori, Yuji (2019) Streak growth in high-speed boundary layers : assessment through the compressible boundary region equations. In: Sixteenth International Conference on Flow Dynamics, 2019-11-06 - 2019-11-08, Tohoku University.

Afsar, Mohammed (2019) Improved predictions of trailing-edge noise using rapid-distortion theory and CFD data. In: Sixteenth International Conference on Flow Dynamics, 2019-11-06 - 2019-11-08, Tohoku University.

Afsar, Mohammed (2019) A general approach to modeling jet-turbulence interaction problems using rapid-distortion theory. In: Sixteenth International Conference on Flow Dynamics, 2019-11-06 - 2019-11-08, Tohoku University.

Goldstein, M. E. and Leib, S. J. and Afsar, M. Z. (2019) Sound generation due to the interaction of turbulence with surfaces embedded in transversely sheared flow. Philosophical Transactions A: Mathematical, Physical and Engineering Sciences, 377 (2159). 20190076. ISSN 1471-2962

Afsar, M. Z. and Sescu, A. and Sassanis, V. (2019) Effect of non-parallel mean flow on the acoustic spectrum of heated supersonic jets : explanation of 'jet quietening'. Physics of Fluids B. ISSN 2163-503X (In Press)

Goldstein, M. E. and Leib, S. J. and Afsar, M. Z. (2019) Rapid distortion theory on transversely sheared mean flows of arbitrary cross section. Journal of Fluid Mechanics. ISSN 0022-1120 (In Press)

Karabasov, Sergey and Ayton, Lorna and Wu, Xuesong and Afsar, Mohammed (2019) Advances in aeroacoustics research : recent developments and perspectives. Philosophical Transactions A: Mathematical, Physical and Engineering Sciences. ISSN 1471-2962 (In Press)

Stirrat, Sarah and Afsar, Mohammed (2019) Structure of high frequency Green's function in non-axi-symmetric (chevron-type) transversely sheared mean flows using a Ray tracing solver within the generalized acoustic analogy formulation. In: The 32nd Scottish Fluid Mechanics Meeting, 2019-05-30 - 2019-05-30, University of Dundee, School of Science and Engineering.

Johnston, Daniel and Afsar, Mohammed (2019) Use of the Padé Approximant in solution to a model of vortex shedding. In: The 32nd Scottish Fluid Mechanics Meeting, 2019-05-30 - 2019-05-30, University of Dundee, School of Science and Engineering.

Afsar, Mohammed Z.; (2019) Improved trailing edge noise prediction using a generalized Rapid-distortion theory approach. In: 25th AIAA/CEAS Aeroacoustics Conference. AIAA, NLD. ISBN 9781624105883

Afsar, Mohammed Z. and Sescu, Adrian and Minisci, Edmondo; (2019) Modeling supersonic heated jet noise at fixed jet Mach number using an asymptotic approach for the acoustic analogy Green’s function and an optimized turbulence model. In: 25th AIAA/CEAS Aeroacoustics Conference. AIAA, NLD. ISBN 9781624105883

Sescu, Adrian and Al-aziz, Radwa and Afsar, Mohammed (2019) Effect of wall transpiration and heat transfer on Görtler vortices in high-speed flows. AIAA Journal, 57 (3). pp. 1159-1171. ISSN 0001-1452

2018

Sescu, Adrian and El-Amrani, Safae and Afsar, Mohammed Z (2018) Effect of wall temperature on the growth of Gortler vortices in high-speed boundary layers. In: 71st Annual Meeting of the APS Division of Fluid Dynamics, 2018-11-18 - 2018-11-21, Georgia World Congress Center.

Es-Sahli, Omar and Sescu, Adrian and Afsar, Mohammed Z and Buxton, Oliver (2018) Simulating and investigating compressible flows interaction with fractal structures. In: 71st Annual Meeting of the APS Division of Fluid Dynamics, 2018-11-18 - 2018-11-21, Georgia World Congress Center.

Sescu, Adrian and Afsar, Mohammed (2018) Optimal control of Gӧrtler vortices in a high-Reynolds number asymptotics framework. In: Fifteenth International Conference on Flow Dynamics, 2018-11-07 - 2018-11-09, Aobayama.

Leib, Stewart and Goldstein, Marvin and Afsar, Mohammed (2018) Application of rapid distortion theory to the prediction of integrated propulsion system noise. In: Acoustics and Urban Air Mobility Technical Working Group Meetings, 2018-10-16 - 2018-10-17, NASA Glenn Research Center.

Sescu, Adrian and Afsar, Mohammed (2018) Hampering Görtler vortices via optimal control in the framework of nonlinear boundary region equations. Journal of Fluid Mechanics. ISSN 0022-1120 (In Press)

2017

Sescu, Adrian and Afsar, Mohammed (2017) Optimal control of Gortler vortices by means of local wall deformations. In: The 70th Annual Meeting of the American Physical Society Division of Fluid Dynamics, 2017-11-19 - 2017-11-21, Colorado Convention Center.

Sassanis, Vasilis and Afsar, Mohammed and Sescu, Adrian and Lele, Sanjiva (2017) On the existence of an overlap region between the Green’s function for a locally parallel axi-symmetric jet and the leading order non-parallel flow solution. In: The 70th Annual Meeting of the American Physical Society Division of Fluid Dynamics, 2017-11-19 - 2017-11-21, Colorado Convention Center.

Afsar, Mohammed and Sassanis, Vasilis (2017) Sound radiated by the interaction of non-homogeneous turbulence on a transversely sheared flow with leading and trailing edges of semi-infinite flat plate. In: The 70th Annual Meeting of the American Physical Society Division of Fluid Dynamics, 2017-11-19 - 2017-11-21, Colorado Convention Center.

Goldstein, M. E. and Leib, S. J. and Afsar, M. Z. (2017) Generalized rapid-distortion theory on transversely sheared mean flows with physically realizable upstream boundary conditions : application to trailing edge problem. Journal of Fluid Mechanics, 824. pp. 477-512. ISSN 0022-1120

Sescu, Adrian and Taoudi, Lamaie and Afsar, Mohammed (2017) Iterative control of Görtler vortices via local wall deformations. Theoretical and Computational Fluid Dynamics. pp. 1-10. ISSN 1432-2250

Afsar, M. Z. and Sescu, A. and Sassanis, V. and Lele, S. K. (2017) Towards the prediction of supersonic jet noise predictions using a unified asymptotic approximation for the adjoint vector Green's function. In: 23rd AIAA/CEAS Aeroacoustics Conference, 2017-06-05 - 2017-06-09.

Afsar, Mohammed and Leib, Stewart and Bozak, Richard (2017) Effect of de-correlating turbulence on the low frequency decay of jet-surface interaction noise in sub-sonic unheated air jets using a CFD-based approach. Journal of Sound and Vibration, 386. 177–207. ISSN 0022-460X

2016

Afsar, M. Z. and Sescu, A. and Sassanis, V. and Towne, A. and Brès, G. A. and Lele, S. K.; (2016) Prediction of supersonic jet noise using non-parallel flow asymptotics and LES data within Goldstein’s acoustic analogy. In: Studying Turbulence using Numerical Simulation Databases - XVI. Stanford University, Center for Turbulence Research, Stanford, California.

This list was generated on Tue Aug 11 20:52:53 2020 BST.