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1. Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems [2023]

  • Ersin, Pelin, Hayes, Emma, Matthews, Peter, Mohapatra, Paramjyoti, Negrini, Elisa, and Schulz, Karl
Subjects
Statistics - Machine Learning and Computer Science - Machine Learning
Abstract
Neural networks have become a powerful tool as surrogate models to provide numerical solutions for scientific problems with increased computational efficiency. This efficiency can be advantageous for numerically challenging problems where time to solution is important or when evaluation of many similar analysis scenarios is required. One particular area of scientific interest is the setting of inverse problems, where one knows the forward dynamics of a system are described by a partial differential equation and the task is to infer properties of the system given (potentially noisy) observations of these dynamics. We consider the inverse problem of inferring the location of a wave source on a square domain, given a noisy solution to the 2-D acoustic wave equation. Under the assumption of Gaussian noise, a likelihood function for source location can be formulated, which requires one forward simulation of the system per evaluation. Using a standard neural network as a surrogate model makes it computationally feasible to evaluate this likelihood several times, and so Markov Chain Monte Carlo methods can be used to evaluate the posterior distribution of the source location. We demonstrate that this method can accurately infer source-locations from noisy data.
Comment: 5 pages, 2 figures, submitted to NeurIPS Workshop on Machine Learning for Physical Sciences

2. Appliance Scheduling Optimisation Method Using Historical Data in Households with RES Generation and Battery Storage Systems [2022]

  • Correa-Delval, Martha, Sun, Hongjian, Matthews, Peter C., and Chiu, Wei-Yu
  • 2022 5th International Conference on Renewable Energy and Power Engineering (REPE) Renewable Energy and Power Engineering (REPE), 2022 5th International Conference on. :442-447 Sep, 2022

3. Appliance Classification using BiLSTM Neural Networks and Feature Extraction [2021]

  • Correa-Delval, Martha, Sun, Hongjian, Matthews, Peter C., and Jiang, Jing
  • 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe) Innovative Smart Grid Technologies Europe (ISGT Europe), 2021 IEEE PES. :1-5 Oct, 2021

4. Matthews, Peter H.: Syntax [1985]

  • Fries, Udo
  • Fries, Udo: Anglia. 103 1985

5. Equipment Mounting Solutions: Focus on Versatility & Safety [2023]

  • Matthews, Peter
  • Firehouse Magazine. August, 2023, Vol. 48 Issue 8, p36, 4 p.
Subjects
Fire extinction -- Equipment and supplies, Fire fighters -- Equipment and supplies, and Law
Abstract
The genius of the evolution of securing tools and equipment is its significance to firefighter well-being. During my visits to several fire brigades in Austria, members proudly showcased their apparatus, [...]

6. Matthews, Peter J. On the trail of Taro: an exploration of natural and cultural history. xii, 429 pp., maps, tables, illus., figs, bibliogr. Osaka: National Museum of Ethnology, 2014 (paper). Free download: http://ir.minpaku.ac.jp/dspace/handle/10502/5296 [2015]

  • Sillitoe, Paul
  • Journal of the Royal Anthropological Institute. Dec, 2015, Vol. 21 Issue 4, p944, 2 p.

7. Colloidal III–V quantum dots: a synthetic perspective [2023]

  • Gazis, Theodore A., Cartlidge, Ashleigh J., and Matthews, Peter D.
  • Journal of materials chemistry.C. 11(12):3926-3935

8. On the Use of Neural Text Generation for the Task of Optical Character Recognition [2019]

  • Mohammadi, Mahnaz, Jaf, Sardar, McGough, Andrew Stephen, Breckon, Toby P., Matthews, Peter, Theodoropoulos, Georgios, and Obara, Boguslaw
  • 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA) Computer Systems and Applications (AICCSA), 2019 IEEE/ACS 16th International Conference on. :1-8 Nov, 2019

9. Biobanking and consenting to research: a qualitative thematic analysis of young people's perspectives in the North East of England. [2023]

  • van der Velden, Fabian J. S., Lim, Emma, Gills, Lily, Broadey, Jasmin, Hayes, Louise, Roberts, Eve, Courtney, Jack, Ball, Joanne, Herberg, Jethro, Galassini, Rachel, Emonts, Marieke, Levin, Michael, Cunnington, Aubrey, Kaforou, Myrsini, Wright, Victoria, Bellos, Evangelos, Broderick, Claire, Channon-Wells, Samuel, Cooray, Samantha, De, Tisham, D'Souza, Giselle, Elorrieta, Leire Estramiana, Estrada-Rivadeneyra, Diego, Habgood-Coote, Dominic, Hamilton, Shea, Jackson, Heather, Kavanagh, James, Marjaneh, Mahdi Moradi, Nichols, Samuel, Nijman, Ruud, Patel, Harsita, Pennisi, Ivana, Powell, Oliver, Reid, Ruth, Shah, Priyen, Vito, Ortensia, Whittaker, Elizabeth, Wilson, Clare, Womersley, Rebecca, Abdulla, Amina, Darnell, Sarah, Mustafa, Sobia, Georgiou, Pantelis, Manzano, Jesus-Rodriguez, Moser, Nicolas, Carter, Michael, Tibby, Shane, Cohen, Jonathan, Davis, Francesca, Kenny, Julia, Wellman, Paul, White, Marie, Fish, Matthew, Jennings, Aislinn, Shankar-Hari, Manu, Fidler, Katy, Agranoff, Dan, Dudley, Julia, Richmond, Vivien, Seal, Matthew, Faust, Saul, Owen, Dan, Ensom, Ruth, McKay, Sarah, Mondo, Diana, Shaji, Mariya, Schranz, Rachel, Rughnani, Prita, Anpananthar, Amutha, Liebeschuetz, Susan, Riddell, Anna, Divakaran, Divya, Han, Louise, Khalid, Nosheen, Malcolm, Ivone Lancoma, Schofield, Jessica, Simagan, Teresa, Peters, Mark, Bamford, Alasdair, O'Neill, Lauran, Pathan, Nazima, Daubney, Esther, White, Debora, Heightman, Melissa, Eisen, Sarah, Segal, Terry, Wellings, Lucy, Drysdale, Simon B., Branch, Nicole, Hamzah, Lisa, Jarman, Heather, Nyirenda, Maggie, Capozzi, Lisa, Gardiner, Emma, Moots, Robert, Nasher, Magda, Hanson, Anita, Linforth, Michelle, O'Riordan, Sean, Ellis, Donna, Deep, Akash, Caro, Ivan, Shackley, Fiona, Bellini, Arianna, Gormley, Stuart, Neshat, Samira, Scholefield, Barnaby J., Robbins, Ceri, Winmill, Helen, Paulus, Stéphane C., Pollard, Andrew J., Anthony, Mark, Hopton, Sarah, Miller, Danielle, Oliver, Zoe, Beer, Sally, Ward, Bryony, Shrestha, Shrijana, Gurung, Meeru, Amatya, Puja, Pokhrel, Bhishma, Bijukchhe, Sanjeev Man, Gautam, Madhav Chandra, O'Reilly, Peter, Shrestha, Sonu, Martinón-Torres, Federico, Salas, Antonio, González, Fernando Ãlvez, Gómez, Sonia Ares, Bello, Xabier, García, Mirian Ben, Viéa, Fernando Caamaéo, Carnota, Sandra, Curras-Tuala, María José, Urbieta, Ana Dacosta, Suárez, Carlos Durán, Vidal, Isabel Ferreiros, Vicente, Luisa García, Gómez-Carballa, Alberto, Rial, Jose Gómez, Iglesias, Pilar Leboráns, Mallah, Narmeen, Martinón-Torres, Nazareth, Sánchez, José María Martinón, Perez, Belén Mosquera, Pardo-Seco, Jacobo, Pischedda, Sara, Vázquez, Sara Rey, Calle, Irene Rivero, Rodríguez-Tenreiro, Carmen, Redondo-Collazo, Lorenzo, Fernández, Sonia Serén, Iglesias, Marisol Vilas, Carrol, Enital D., Cocklin, Elizabeth, Bracken, Abbey, Evans, Ceri, Khanijau, Aakash, Lenihan, Rebecca, Lewis-Burke, Nadia, Newall, Karen, Romaine, Sam, Whitbread, Jennifer, Tsolia, Maria, Eleftheriou, Irini, Spyridis, Nikos, Tambouratzi, Maria, Maritsi, Despoina, Marmarinos, Antonios, Xagorari, Marietta, Panagiota, Lourida, Aggelos, Pefanis, Karolina, Akinosoglou, Charalambos, Gogos, Markos, Maragos, Michalis, Voulgarelis, Ioanna, Stergiou, Isaacs, John, Bell, Kathryn, Crulley, Stephen, Fabian, Daniel, Thomson, Evelyn, Walia, Diane, Miller, Caroline, Bell, Ashley, Shenton, Geoff, Price, Ashley, Treloar, Owen, Thomas, Daisy, Rojo, Pablo, Epalza, Cristina, Villaverde, Serena, Márquez, Sonia, Gijón, Manuel, Marchín, Fátima, Cabello, Laura, Hernández, Irene, Gutiérrez, Lourdes, Manzanares, Ãngela, Kuijpers, Taco W., van de Kuip, Martijn, van Furth, Marceline, van den Berg, Merlijn, Biesbroek, Giske, Verkuil, Floris, van der Zee, Carlijn W., Pajkrt, Dasja, van Hensbroek, Michael Boele, Schonenberg, Dieneke, Gruppen, Mariken, Nagelkerke, Sietse, Jansen, Machiel H., Goedschalckx, Ines, Romani, Lorenza, De Luca, Maia, Chiurchiù, Sara, Tripiciano, Constanza, Mercadante, Stefania, Vermont, Clementien L., Moll, Henriëtte A., Borensztajn, Dorine M., Hagedoorn, Nienke N., Tan, Chantal, Zachariasse, Joany, Dik, Willem A., Ching-Fen, Shen, Zavadska, Dace, Laivacuma, Sniedze, Rudzate, Aleksandra, Stoldere, Diana, Barzdina, Arta, Barzdina, Elza, Madelane, Monta, Gravele, Dagne, Svile, Dace, Basmaci, Romain, Lachaume, Noémie, Bories, Pauline, Tkhayat, Raja Ben, Chériaux, Laura, Davoust, Juraté, Ong, Kim-Thanh, Cotillon, Marie, de Groc, Thibault, Le, Sébastien, Vergnault, Nathalie, Sée, Hélène, Cohen, Laure, de Tugny, Alice, Danekova, Nevena, Mommert-Tripon, Marine, Pokorn, Marko, Kolnik, Mojca, Avcin, Tadej, Avramoska, Tanja, Bahovec, Natalija, Bogovic, Petra, Kitanovski, Lidija, Nahtigal, Mirijam, Papst, Lea, Srovin, Tina Plankar, Strle, Franc, Vincek, Katarina, van der Flier, Michiel, Tissing, Wim J. E., Asperen, Roelie MWösten-van, Vastert, Sebastiaan J., Vijlbrief, Daniel C., Bont, Louis J., Wolfs, Tom F. W., Beudeker, Coco R., Hulsmann, Sanne C., Agyeman, Philipp K. A., Schlapbach, Luregn, Aebi, Christoph, Usman, Mariama, Schlüchter, Stefanie, Wyss, Verena, Schöbi, Nina, Zimmermann, Elisa, Meier, Marion, Weber, Kathrin, Giannoni, Eric, Stocker, Martin, Posfay-Barbe, Klara M., Heininger, Ulrich, Bernhard-Stirnemann, Sara, Niederer-Loher, Anita, Kahlert, Christian, Natalucci, Giancarlo, Relly, Christa, Riedel, Thomas, Berger, Christoph, Fink, Colin, Voice, Marie, Calvo-Bado, Leo, Steele, Michael, Holden, Jennifer, Taylor, Andrew, Calvez, Ronan, Davies, Catherine, Evans, Benjamin, Stevens, Jake, Matthews, Peter, Billing, Kyle, Zenz, Werner, Binder, Alexander, Kohlmaier, Benno, Kohlfürst, Daniel S., Schweintzger, Nina A., Zurl, Christoph, Hösele, Susanne, Leitner, Manuel, Pölz, Lena, Rusu, Alexandra, Rajic, Glorija, Stoiser, Bianca, Strempfl, Martina, Sagmeister, Manfred G., Bauchinger, Sebastian, Benesch, Martin, Ceolotto, Astrid, Eber, Ernst, Gallistl, Siegfried, Haidl, Harald, Hauer, Almuthe, Hude, Christa, Kapper, Andreas, Keldorfer, Markus, Löffler, Sabine, Niedrist, Tobias, Pilch, Heidemarie, Pfleger, Andreas, Pfurtscheller, Klaus, Rödl, Siegfried, Skrabl-Baumgartner, Andrea, Strenger, Volker, Wallner, Elmar, Tauchert, Maike K., von Both, Ulrich, Kolberg, Laura, Schmied, Patricia, Mavridi, Ioanna, Alba-Alejandre, Irene, Danhauser, Katharina, Haas, Niklaus, Hoffmann, Florian, Griese, Matthias, Feuchtinger, Tobias, Juranek, Sabrina, Kappler, Matthias, Lurz, Eberhard, Maier, Esther, Reiter, Karl, Schoen, Carola, Schroepf, Sebastian, Yeung, Shunmay, Dewez, Manuel, Bath, David, Fitchett, Elizabeth, Cresswell, Fiona, Usuf, Effua, Bojang, Kalifa, Roca, Anna, Sarr, Isatou, and Ndure, Momodou
  • BMC Medical Ethics, July 5, 2023. Vol. 24, Issue 1, P. NA

10. Sending a Message on Roadway Safety: Arrow and message boards on fire apparatus can be the difference between a roadside struck-by injury or death or all members returning safely to the firehouse [2023]

  • Matthews, Peter
  • Firehouse Magazine. May, 2023, Vol. 48, Issue 5, p32, 3 p.

11. Matthews, Peter. Historical dictionary of track and field [2012]

  • Turner, D.J.
  • CHOICE: Current Reviews for Academic Libraries. Sept, 2012, Vol. 50 Issue 1, p44, 2 p.

12. Assessing the Impact of Farm-Management Practices on Ecosystem Services in European Agricultural Systems: A Rapid Evidence Assessment [2023]

  • Van Ruymbeke, Kato, Ferreira, Joana G., Gkisakis, Vasileios D., Kantelhardt, Jochen, Manevska-Tasevska, Gordana, Matthews, Peter, Niedermayr, Andreas, Schaller, Lena, Bańkowska, Katarzyna, Mertens, Kewan, and Vranken, Liesbet
  • Sustainability. August, 2023, Vol. 15 Issue 17

13. AUCTIONS FOR CHARITY: THE CURSE OF THE FAMILIAR [2022]

  • Carpenter, Jeffrey, Damianov, Damian S., and Matthews, Peter Hans
  • International Economic Review. August, 2022, Vol. 63, Issue 3, p1109, 27 p.

14. Indium(III) promoted oxidative P-P coupling of silylphosphines [2022]

  • Cartlidge, Ashleigh J. and Matthews, Peter D.
  • In Inorganica Chimica Acta 1 April 2022 533

15. L-Index Sensitivity Based Voltage Stability Enhancement [2017]

  • Liu, Qitao, You, Minglei, Sun, Hongjian, and Matthews, Peter
  • 2017 IEEE 85th Vehicular Technology Conference (VTC Spring) Vehicular Technology Conference (VTC Spring), 2017 IEEE 85th. :1-5 Jun, 2017

16. Responsible Majorities? How Group Composition Drives Partisan Expressive Voting [2022]

  • Robbett, Andrea and Matthews, Peter Hans
  • Political Behavior. :1-23

17. Agile Risk Management for Multi-Cloud Software Development [2020]

  • Muntés-Mulero, Victor, Ripolles, Oscar, Gupta, Smrati, Dominiak, Jacek, Willeke, Eric, Matthews, Peter, and Somosköi, Balázs
  • IET Software, 13(3), 172-181 (2018)
Subjects
Computer Science - Software Engineering
Abstract
Industry in all sectors is experiencing a profound digital transformation that puts software at the core of their businesses. In order to react to continuously changing user requirements and dynamic markets, companies need to build robust workflows that allow them to increase their agility in order to remain competitive. This increasingly rapid transformation, especially in domains like IoT or Cloud computing, poses significant challenges to guarantee high quality software, since dynamism and agile short-term planning reduce the ability to detect and manage risks. In this paper, we describe the main challenges related to managing risk in agile software development, building on the experience of more than 20 agile coaches operating continuously for 15 years with hundreds of teams in industries in all sectors. We also propose a framework to manage risks that considers those challenges and supports collaboration, agility, and continuous development. An implementation of that framework is then described in a tool that handles risks and mitigation actions associated with the development of multi-cloud applications. The methodology and the tool have been validated by a team of evaluators that were asked to consider its use in developing an urban smart mobility service and an airline flight scheduling system.
Comment: 11 pages and 7 images (+1 for the logo). This paper is a postprint of a paper submitted to and accepted for publication in IET Software (Vol. 13 , Iss. 3 , 6 2019) and issubject to Institution of Engineering and Technology Copyright. The copy of record is available at the IET Digital Library

18. Paying Tribute: Eleven members and 12 department units comprise the latest honorees in Firehouse's recognition of bravery on the fireground and elsewhere [2023]

  • Matthews, Peter
  • Firehouse Magazine. September, 2023, Vol. 48, Issue 9, p8, 1 p.

19. Staffing Challenges: Brainstorming and sharing at two important summits in June and July, respectively, revealed some successful endeavors in answer to member vacancies [2023]

  • Matthews, Peter
  • Firehouse Magazine. August, 2023, Vol. 48, Issue 8, p8, 1 p.

20. Is Training and Education Your Priority? Whether it be at a burn building, in a meeting room or at the kitchen table, best practices and well-being information must be given greater prioritization [2023]

  • Matthews, Peter
  • Firehouse Magazine. July, 2023, Vol. 48, Issue 7, p8, 1 p.

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