Patterns of co-occurrent skills in UK job adverts

Autor: Liu, Zhaolu, Clarke, Jonathan M., Rohenkohl, Bertha, Barahona, Mauricio

A job usually involves the application of several complementary or synergistic skills to perform its required tasks. Such relationships are implicitly recognised by employers in the skills they demand when recruiting new employees. Here we construct

Externí odkaz: http://arxiv.org/abs/2406.03139

Roadmap on Photovoltaic Absorber Materials for Sustainable Energy Conversion

Autor: Blakesley, James C., Bonilla, Ruy S., Freitag, Marina, Ganose, Alex M., Gasparini, Nicola, Kaienburg, Pascal, Koutsourakis, George, Major, Jonathan D., Nelson, Jenny, Noel, Nakita K., Roose, Bart, Yun, Jae Sung, Aliwell, Simon, Altermatt, Pietro P., Ameri, Tayebeh, Andrei, Virgil, Armin, Ardalan, Bagnis, Diego, Baker, Jenny, Beath, Hamish, Bellanger, Mathieu, Berrouard, Philippe, Blumberger, Jochen, Boden, Stuart A., Bronstein, Hugo, Carnie, Matthew J., Case, Chris, Castro, Fernando A., Chang, Yi-Ming, Chao, Elmer, Clarke, Tracey M., Cooke, Graeme, Docampo, Pablo, Durose, Ken, Durrant, James R., Filip, Marina R., Friend, Richard H., Frost, Jarvist M., Gibson, Elizabeth A., Gillett, Alexander J., Goddard, Pooja, Habisreutinger, Severin N., Heeney, Martin, Hendsbee, Arthur D., Hirst, Louise C., Islam, M. Saiful, Jayawardena, K. D. G. Imalka, Johnston, Michael B., Kauer, Matthias, Kettle, Jeff, Kim, Ji-Seon, Lamb, Dan, Lidzey, David, Lim, Jihoo, MacKenzie, Roderick, Mason, Nigel, McCulloch, Iain, McKenna, Keith P., Meier, Sebastian B., Meredith, Paul, Morse, Graham, Murphy, John D., Nicklin, Chris, Ortega-Arriaga, Paloma, Osterberg, Thomas, Patel, Jay B., Peaker, Anthony, Riede, Moritz, Rush, Martyn, Ryan, James W., Scanlon, David O., Skabara, Peter J., So, Franky, Snaith, Henry J., Steier, Ludmilla, Thiesbrummel, Jarla, Troisi, Alessandro, Underwood, Craig, Walzer, Karsten, Watson, Trystan, Walls, J. Michael, Walsh, Aron, Whalley, Lucy D., Winchester, Benedict, Stranks, Samuel D., Hoye, Robert L. Z.

Photovoltaics (PVs) are a critical technology for curbing growing levels of anthropogenic greenhouse gas emissions, and meeting increases in future demand for low-carbon electricity. In order to fulfil ambitions for net-zero carbon dioxide equivalent

Externí odkaz: http://arxiv.org/abs/2310.19430

Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens

Autor: Clarke, Ross M., Hernández-Lobato, José Miguel

Research into optimisation for deep learning is characterised by a tension between the computational efficiency of first-order, gradient-based methods (such as SGD and Adam) and the theoretical efficiency of second-order, curvature-based methods (suc

Externí odkaz: http://arxiv.org/abs/2310.14963

Investigating Impacts of Health Policies Using Staggered Difference-in-Differences: The Effects of Adoption of an Online Consultation System on Prescribing Patterns of Antibiotics

Autor: Ellis, Kate B., Keogh, Ruth H., Clarke, Geraldine M., O'Neill, Stephen

We use a recently proposed staggered difference-in-differences approach to investigate effects of adoption of an online consultation system in English general practice on antibiotic prescribing patterns. The target estimand is the average effect for

Externí odkaz: http://arxiv.org/abs/2305.19878

Of Age : Boy Soldiers and Military Power in the Civil War Era

Autor: Clarke, Frances M., author, Plant, Rebecca Jo, author

Externí odkaz: https://doi.org/10.1093/oso/9780197601044.001.0001