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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.

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Number of items: 38.

Litaudon, X. and Henderson, S.S. and O'Mullane, M. and Summers, H.P. (2017) Overview of the JET results in support to ITER. Nuclear Fusion, 57 (10). 102001. ISSN 0029-5515

Henderson, S S and Bluteau, M and Foster, A and Giunta, A and O'Mullane, M G and PĆ¼tterich, T and Summers, H P (2017) Optimisation and assessment of theoretical impurity line power coefficients relevant to ITER and DEMO. Plasma Physics and Controlled Fusion, 59 (5). pp. 1-8. 055010. ISSN 0741-3335

Giunta, A. S. and Henderson, S. and O'Mullane, M. and Harrison, J. and Doyle, J.G. and Summers, H.P. (2016) Diagnosing transient plasma status : from solar atmosphere to tokamak divertor. Journal of Instrumentation, 11. C09008. ISSN 1748-0221

Solano, Emilia R. and Coffey, I and Huber, A. and Henderson, S. S. and O'Mullane, M. and Casson, Francis and Summers, H. and Putterich, T. and Puiatti, M. E. and Carraro, L. and Valisa, M. and Menmuir, S. and Lawson, K. D. and Sertoli, M. and Lomanowski, B. and Reinke, M. and Bernert, M. and Drewelow, P. and Maslov, M. and Flanagan, J. and Sergienko, G. and Stamp, M. and Brezinsek, S. and Meneses, L. and Schmuck, S. and Boom, J. and Giroud, C. and Guillemaut, C. and De la Luna, E. and Baciero, A. JET Contributors (2016) Characterising W radiation in JET-ILW plasmas. In: 43rd European Physical Society Conference on Plasma Physics. Europhysics Conference Abstracts, 40A . European Physical Society (EPS), BEL. ISBN 2914771991

Henderson, S S and Garzotti, L and Casson, F J and Dickinson, D and O'Mullane, M and Patel, A and Roach, C M and Summers, H P and Tanabe, H and Valovic, M (2015) Charge dependence of neoclassical and turbulent transport of light impurities on MAST. Plasma Physics and Controlled Fusion, 57 (9). 095001. ISSN 0741-3335

Romanelli, F. and O'Mullane, M. and Summers, H.P, JET Contributors (2015) Overview of the JET results. Nuclear Fusion, 55 (10). 104001. ISSN 0029-5515

Henderson, S.S. and Garzotti, L. and Casson, F.J. and Dickinson, D. and Fox, M.F.J. and O'Mullane, M. and Patel, A. and Roach, C.M. and Summers, H.P. and Valovic, M. (2014) Neoclassical and gyrokinetic analysis of time-dependent helium transport experiments on MAST. Nuclear Fusion, 54 (9). 093013. ISSN 0029-5515

Giunta, A. S. and Fludra, A. and OMullane, M. G. and Summers, H. P. (2012) Comparison between observed and theoretical O IV line ratios in the UV/EUV solar spectrum as derived by SUMER, CDS and EIS. Astronomy and Astrophysics, 538 (A&A). ISSN 0004-6361

Badnell, N. R. and Foster, A. and Griffin, D. C. and Kilbane, D. and OMullane, M. and Summers, H. P. (2011) Dielectronic recombination of heavy species: the tin 4p(6)4d(q)-4p(6)4d((q-1))4f+4p(5)4d((q+1)) transition arrays for q=1-10. Journal of Physics B: Atomic, Molecular and Optical Physics, 44. 135201. ISSN 0953-4075

Den Hartog, D. J. and Ambuel, J. R. and Borchardt, M. T. and Caspary, K. J. and Den Hartog, E. A. and Falkowski, A. F. and Harris, W. S. and Ko, J. and Pablant, N. A. and Reusch, J. A. and Robl, P. E. and Stephens, H. D. and Summers, H. P. and Yang, Y. M. (2011) Advances in time-resolved measurement of magnetic field and electron temperature in low-magnetic-field plasmas. Fusion Science and Technology, 59 (11). pp. 124-127. ISSN 1536-1055

Summers, H. P. and OMullane, M. G.; Bernotas, A. and Karazija, R. and Rudzikas, Z., eds. (2011) Atomic data and modelling for fusion : the ADAS Project. In: 7th International conference on atomic and molecular data and their applications. AIP Conference Proceedings . American Institute of Physics, LTU, pp. 179-187. ISBN 9780735409002

Ko, J. and Den Hartog, D. J. and Caspary, K. J. and Den Hartog, E. A. and Pablant, N. A. and Summers, H. P. (2010) Two-point motional Stark effect diagnostic for Madison Symmetric Torus. Review of Scientific Instruments, 81 (10). pp. 1-3. ISSN 0034-6748

Putterich, T. and Neu, R. and Dux, R. and Whiteford, A. D. and O'Mullane, M.G. and Summers, H.P. (2010) Calculation and experimental test of the cooling factor of tungsten. Nuclear Fusion, 50 (2). 025012. ISSN 0029-5515

Doyle, J. and Chapman, S. and Bryans, P. and Perez-Suarez, D. and Singh, D. and Summers, H.P. (2010) Deriving the coronal hole electron temperature: electron density dependent ionization recombination considerations. Research in Astronomy and Astrophysics, 10 (1). pp. 91-95. ISSN 1674-4527

O'Mullane, Martin and Foster, A. R. and Whiteford, Allan and Summers, H.P. and Loch, S.D. and Lauro-Taroni, L. (2009) Atomic data for core and edge modeling needs. In: 16th International Conference on Atomic Processes in Plasmas, 2009-03-22 - 2009-03-26.

Loch, S.D. and Pindzola, M.S. and Ballance, C.P. and Griffin, D.C. and Colgan, J. and Badnell, N.R. and O'Mullane, M.G. and Summers, H.P. (2008) Generalized collisional radiative model for light elements. Part B : data for the Be isonuclear sequence. Atomic Data and Nuclear Data Tables, 94 (2). pp. 257-321. ISSN 0092-640X

Foster, A.R. and Counsell, G.F. and Summers, H.P. (2007) Erosion and transport of Sn and In in the SOL of MAST plasmas. Journal of Nuclear Materials, 363-365. pp. 152-156. ISSN 0022-3115

Summers, Hugh and O'Mullane, M.G. and Whiteford, A.D. and Badnell, N. R. and Loch, S.D.; Roueff, Evelyne, ed. (2007) ADAS : atomic data, modelling and analysis for fusion. In: Atomic and molecular data and their applications. AIP conference proceedings . American Institute of Physics, FRA, pp. 239-248. ISBN 0735404070

Ikeda, K. and Osakabe, M. and Whiteford, A. and Takeiri, Y. and Kaneko, O. and Kato, T. and Murakami, I. and Nagaoka, K. and Oka, Y. and Summers, H. and Tsumori, K. and grp, LHD experiment (2007) Beam emission diagnostic for estimating neutral beam attenuation. Fusion Science and Technology, 51 (2T). pp. 283-285. ISSN 1536-1055

Loch, S. D. and Colgan, J. and Witthoeft, M. C. and Pindzola, M. S. and Ballance, C. P. and Mitnik, D. M. and Griffin, D. C. and O'Mullane, M. G. and Badnell, N. R. and Summers, H. P. (2006) Generalised collisional-radiative model for light elements. A : Data for the Li isonuclear sequence. Atomic Data and Nuclear Data Tables, 92 (6). pp. 813-851. ISSN 0092-640X

Den Hartog, D.J. and Craig, D. and Ennis, D. A. and Fiksel, G. and Gangadhara, S. and Holly, D.J. and Reardon, J.C. and Davydenko, V.I. and Ivanov, A.A. and Lizunov, A.A. and O'Mullane, M.G. and Summers, H.P. (2006) Advances in neutral-beam-based diagnostics on the Madison Symmetric Torus reversed-field pinch (invited). Review of Scientific Instruments, 77 (10). 10F122. ISSN 0034-6748

O'Mullane, M.G. and Summers, H.P. and Whiteford, A.D. and Meigs, A.G. and Lawson, K.D. and Zastrow, K.-D. and Barnsley, R. and Coffey, I.H. and Contributors, JET EFDA (2006) Atomic modeling and instrumentation for measurement and analysis of emission in preparation for the ITER-like wall in JET. Review of Scientific Instruments, 77 (10). 10F520. ISSN 0034-6748

Summers, H.P. and Dickson, W.J. and O'Mullane, M.G. and Badnell, N.R. and Whiteford, A.D. and Brooks, D.H. and Lang, J. and Loch, S.D. and Griffin, D.C. (2006) Ionization state, excited populations and emission of impurities in dynamic finite density plasmas: I. The generalized collisional-radiative model for light elements. Plasma Physics and Controlled Fusion, 48 (2). pp. 263-293. ISSN 0741-3335

Doyle, J.G. and Ishak, B. and Ugarte-Urra, I. and Bryans, P. and Summers, H.P. (2005) Evidence for explosive event activity originating in the chromosphere. Astronomy and Astrophysics, 439 (3). pp. 1183-1189. ISSN 0004-6361

Whiteford, A.D. and Badnell, N. R. and Barnsley, R. and Coffey, I.H. and O'Mullane, M.G. and Summers, Hugh and Zastrow, K.D.; Smith, Randall K., ed. (2005) Developments in soft X-ray spectral modelling for fusion : areas of overlap with astrophysics. In: X-Ray diagnostics of astrophysical plasmas. AIP conference proceedings . American Institute of Physics, SUN, pp. 33-44. ISBN 9780735402591

Badnell, N. R. and Seaton, M.J. and Summers, Hugh; Smith, Randall K., ed. (2005) Dielectronic recombination, photoionization and opacities. In: X-Ray diagnostics of astrophysical plasmas. AIP conference proceedings . American Institute of Physics, SUN, pp. 305-314. ISBN 9780735402591

Summers, Hugh and O'Mullane, M.G.; Clark, Robert E.H. and Reiter, Detlev, eds. (2005) The atomic data and analysis structure. In: Nuclear fusion research. Springer series in chemical physics . Springer-Verlag Berlin, DEU, pp. 399-413. ISBN 9783540230380

Doyle, J.G. and Summers, H.P. and Bryans, P. (2005) The effect of metastable level populations on the ionization fraction of Li-like ions. Astronomy and Astrophysics, 430 (2). L29-L32. ISSN 0004-6361

von Hellermann, M.G. and Bertschinger, G. and Biel, W. and Giroud, C. and Jaspers, R. and Jupen, C. and Marchuk, O. and O'Mullane, M. and Summers, H.P. and Whiteford, A. and Zastrow, K.D. (2005) Complex spectra in fusion plasmas. Physica Scripta, T120. pp. 19-29. ISSN 0031-8949

Shapiro, V. D. and Bingham, R. and Kellett, B. J. and Quest, K. and Mendis, D. A. and Bryans, P. and Torney, M. and Summers, H. P. (2005) X-ray emission from comets and nonmagnetic planets. Theory and comparison with CHANDRA observations. Physica Scripta, T116. pp. 83-87. ISSN 0031-8949

Badnell, N.R. and Berrington, K.A. and Summers, H.P. and O'Mullane, M.G. and Whiteford, A.D. and Ballance, C.P. (2004) Electron-impact excitation of Xe26+ and its resultant spectral signature. Journal of Physics B: Atomic, Molecular and Optical Physics, 37 (23). pp. 4589-4601. ISSN 0953-4075

Bingham, R. and Kellett, B.J. and Bryans, P. and Summers, H.P. and Torney, M. and Shapiro, V.D. and Spicer, D.S. and O'Brien, M. (2004) A new mechanism explaining the asymmetric x-ray emission from supernova remnant PKS 1209-52. Astrophysical Journal, 601 (2). pp. 896-904. ISSN 0004-637X

Badnell, N.R. and Summers, H.P. and O'Mullane, M.G. and Altun, Z. and Colgan, J. and Bautista, M.A. and Gorczyca, T.W. and Mitnik, D.M. and Pindzola, M.S. and Zatsarinny, O. (2003) Dielectric recombination data for dynamic finite-density plasmas I. Goals and methodology. Astronomy and Astrophysics, 406 (3). pp. 1151-1165. ISSN 0004-6361

O'Mullane, M.G. and Summers, H.P. and Whiteford, A.D. and Barnsley, R. and Coffey, I.H. and Counsell, G. and Loch, S. (2003) Diagnostic exploitation of complex heavy elements in tokamak plasmas. Review of Scientific Instruments, 74 (3). pp. 2080-2083. ISSN 0034-6748

Summers, H.P. and Badnell, N.R. and Whiteford, A.D. and O'Mullane, M. and Bingham, R. and Kellett, B.J. and Lang, J. and Behringer, K.H. and Fantz, U. and Kastrow, S.D. and Loch, S.D. and Pindzola, M.S. and Griffin, D.C. and Balance, C.P. (2002) Atomic data for modelling fusion and astrophysical plasmas. Plasma Physics and Controlled Fusion, 44. B323-B338. ISSN 0741-3335

Fischbacher, G.A. and Loch, S.D. and Summers, H.P. (2002) A study of opacity in SOHO-SUMER and SOHO-CDS spectral observations - III. The validity of the escape probability model. Astronomy and Astrophysics, 389 (1). pp. 295-313. ISSN 0004-6361

Lanzafame, A.C. and Brooks, D.H. and Lang, J. and Summers, H.P. and Thomas, R.J. and Thompson, A.M. (2002) ADAS analysis of the differential emission measure structure of the inner solar corona - application of the data adaptive smoothing approach to the SERTS-89 active region spectrum. Astronomy and Astrophysics, 384 (1). pp. 242-272. ISSN 0004-6361

Torney, Martin and Bingham, R. and Dawson, J. M. and Kellett, B. J. and Shapiro, V. D. and Summers, H. (2002) Modelling X-ray line and continuum emission from comets. Physica Scripta, T98. pp. 168-171. ISSN 0031-8949

This list was generated on Fri Aug 14 15:37:06 2020 BST.