Zobrazeno 1 - 10
of 2 893
pro vyhledávání: '"Casson, P."'
Autor:
Zimmermann, Eric, Vorontsov, Eugene, Viret, Julian, Casson, Adam, Zelechowski, Michal, Shaikovski, George, Tenenholtz, Neil, Hall, James, Klimstra, David, Yousfi, Razik, Fuchs, Thomas, Fusi, Nicolo, Liu, Siqi, Severson, Kristen
Foundation models are rapidly being developed for computational pathology applications. However, it remains an open question which factors are most important for downstream performance with data scale and diversity, model size, and training algorithm
Externí odkaz:
http://arxiv.org/abs/2408.00738
Autor:
Shaikovski, George, Casson, Adam, Severson, Kristen, Zimmermann, Eric, Wang, Yi Kan, Kunz, Jeremy D., Retamero, Juan A., Oakley, Gerard, Klimstra, David, Kanan, Christopher, Hanna, Matthew, Zelechowski, Michal, Viret, Julian, Tenenholtz, Neil, Hall, James, Fusi, Nicolo, Yousfi, Razik, Hamilton, Peter, Moye, William A., Vorontsov, Eugene, Liu, Siqi, Fuchs, Thomas J.
Foundation models in computational pathology promise to unlock the development of new clinical decision support systems and models for precision medicine. However, there is a mismatch between most clinical analysis, which is defined at the level of o
Externí odkaz:
http://arxiv.org/abs/2405.10254
Autor:
Zimmermann, Eric, Tenenholtz, Neil, Hall, James, Shaikovski, George, Zelechowski, Michal, Casson, Adam, Milletari, Fausto, Viret, Julian, Vorontsov, Eugene, Liu, Siqi, Severson, Kristen
Self-supervised learning (SSL) has emerged as a key technique for training networks that can generalize well to diverse tasks without task-specific supervision. This property makes SSL desirable for computational pathology, the study of digitized ima
Externí odkaz:
http://arxiv.org/abs/2405.01688
Autor:
Giacomin, M., Dickinson, D., Dorland, W., Mandell, N. R., Bokshi, A., Casson, F. J., Dudding, H. G., Kennedy, D., Patel, B. S., Roach, C. M.
A quasi-linear reduced transport model is developed from a database of high-$\beta$ electromagnetic nonlinear gyrokinetic simulations performed with Spherical Tokamak for Energy Production (STEP) relevant parameters. The quasi-linear model is fully e
Externí odkaz:
http://arxiv.org/abs/2404.17453
Autor:
Hornsby, William, Gray, Ander, Buchanan, James, Kenndy, Daniel, Patel, Bhavin, Casson, Francis, Roach, Colin, Lykkegaard, Mikkel, Nguyen, Huy, Papadimas, Nikolaos, Fourcin, Ben, Hart, Jordan
Spherical tokamaks (STs) have many desirable features that make them a suitable choice for fusion power plants. To understand their confinement properties, accurate calculation of turbulent micro-instabilities is necessary for tokamak design. Present
Externí odkaz:
http://arxiv.org/abs/2403.13006
Autor:
Tholerus, E., Casson, F. J., Marsden, S. P., Wilson, T., Brunetti, D., Fox, P., Freethy, S. J., Hender, T. C., Henderson, S. S., Hudoba, A., Kirov, K. K., Koechl, F., Meyer, H., Muldrew, S. I., Olde, C., Patel, B. S., Roach, C. M., Saarelma, S., Xia, G.
STEP is a spherical tokamak prototype power plant that is being designed to demonstrate net electric power. The design phase involves the exploitation of plasma models to optimise fusion performance subject to satisfying various physics and engineeri
Externí odkaz:
http://arxiv.org/abs/2403.09460
Autor:
Zanisi, L., Ho, A., Madula, T., Barr, J., Citrin, J., Pamela, S., Buchanan, J., Casson, F., Gopakumar, V., contributors, JET
Model-based plasma scenario development lies at the heart of the design and operation of future fusion powerplants. Including turbulent transport in integrated models is essential for delivering a successful roadmap towards operation of ITER and the
Externí odkaz:
http://arxiv.org/abs/2310.09024
Autor:
Brown, Theodore, Marsden, Stephen, Gopakumar, Vignesh, Terenin, Alexander, Ge, Hong, Casson, Francis
Publikováno v:
IEEE Transactions on Plasma Science, 2024
The safety factor profile is a key property in determining the stability of tokamak plasmas. To design the safety factor profile in the United Kingdom's proposed Spherical Tokamak for Energy Production (STEP), we apply multi-objective Bayesian optimi
Externí odkaz:
http://arxiv.org/abs/2310.02669
Autor:
Hornsby, William, Gray, Ander, Buchanan, James, Patel, Bhavin, Kennedy, Daniel, Casson, Francis, Roach, Colin, Lykkegaard, Mikkel, Nguyen, Huy, Papadimas, Nikolaos, Fourcin, Ben, Hart, Jordan
Spherical tokamaks (STs) have many desirable features that make them an attractive choice for a future fusion power plant. Power plant viability is intrinsically related to plasma heat and particle confinement and this is often determined by the leve
Externí odkaz:
http://arxiv.org/abs/2309.09785
Autor:
Vorontsov, Eugene, Bozkurt, Alican, Casson, Adam, Shaikovski, George, Zelechowski, Michal, Liu, Siqi, Severson, Kristen, Zimmermann, Eric, Hall, James, Tenenholtz, Neil, Fusi, Nicolo, Mathieu, Philippe, van Eck, Alexander, Lee, Donghun, Viret, Julian, Robert, Eric, Wang, Yi Kan, Kunz, Jeremy D., Lee, Matthew C. H., Bernhard, Jan, Godrich, Ran A., Oakley, Gerard, Millar, Ewan, Hanna, Matthew, Retamero, Juan, Moye, William A., Yousfi, Razik, Kanan, Christopher, Klimstra, David, Rothrock, Brandon, Fuchs, Thomas J.
The use of artificial intelligence to enable precision medicine and decision support systems through the analysis of pathology images has the potential to revolutionize the diagnosis and treatment of cancer. Such applications will depend on models' a
Externí odkaz:
http://arxiv.org/abs/2309.07778