Zobrazeno 1 - 10
of 31 663
pro vyhledávání: '"Giles, P."'
Automatic differentiation (AD) has driven recent advances in machine learning, including deep neural networks and Hamiltonian Markov Chain Monte Carlo methods. Partially observed nonlinear stochastic dynamical systems have proved resistant to AD tech
Externí odkaz:
http://arxiv.org/abs/2407.03085
Autor:
Gunning, Edward, Hooker, Giles
In functional data analysis, replicate observations of a smooth functional process and its derivatives offer a unique opportunity to flexibly estimate continuous-time ordinary differential equation models. Ramsay (1996) first proposed to estimate a l
Externí odkaz:
http://arxiv.org/abs/2406.18484
Autor:
Malerba, Mario, Pirotta, Stefano, Aubin, Guy, Lucia, Luca, Jeannin, Mathieu, Manceau, Jean-Michel, Bousseksou, Adel, Lin, Quyang, Lampin, Jean-Francois, Peytavit, Emilien, Barbieri, Stefano, Li, Lianhe, Davies, Giles, Linfield, Edmund H., Colombelli, Raffaele
We demonstrate a free-space amplitude modulator for mid-infrared radiation (lambda=9.6 um) that operates at room temperature up to at least 20 GHz (above the -3dB cutoff frequency measured at 8.2 GHz). The device relies on the ultra-fast transition b
Externí odkaz:
http://arxiv.org/abs/2406.18097
Autor:
Gopakumar, Vignesh, Oskarrson, Joel, Gray, Ander, Zanisi, Lorenzo, Pamela, Stanislas, Giles, Daniel, Kusner, Matt, Deisenroth, Marc
Neural weather models have shown immense potential as inexpensive and accurate alternatives to physics-based models. However, most models trained to perform weather forecasting do not quantify the uncertainty associated with their forecasts. This lim
Externí odkaz:
http://arxiv.org/abs/2406.14483
Autor:
Sapienza, Facundo, Bolibar, Jordi, Schäfer, Frank, Groenke, Brian, Pal, Avik, Boussange, Victor, Heimbach, Patrick, Hooker, Giles, Pérez, Fernando, Persson, Per-Olof, Rackauckas, Christopher
The differentiable programming paradigm is a cornerstone of modern scientific computing. It refers to numerical methods for computing the gradient of a numerical model's output. Many scientific models are based on differential equations, where differ
Externí odkaz:
http://arxiv.org/abs/2406.09699
The under-representation of cloud formation is a long-standing bias associated with climate simulations. Parameterisation schemes are required to capture cloud processes within current climate models but have known biases. We overcome these biases by
Externí odkaz:
http://arxiv.org/abs/2406.09551
Curbs serve as vital borders that delineate safe pedestrian zones from potential vehicular traffic hazards. Curbs also represent a primary spatial hazard during dynamic navigation with significant stumbling potential. Such vulnerabilities are particu
Externí odkaz:
http://arxiv.org/abs/2406.07202
Pseudocode in a scholarly paper provides a concise way to express the algorithms implemented therein. Pseudocode can also be thought of as an intermediary representation that helps bridge the gap between programming languages and natural languages. H
Externí odkaz:
http://arxiv.org/abs/2406.04635
Autor:
DeCross, Matthew, Haghshenas, Reza, Liu, Minzhao, Rinaldi, Enrico, Gray, Johnnie, Alexeev, Yuri, Baldwin, Charles H., Bartolotta, John P., Bohn, Matthew, Chertkov, Eli, Cline, Julia, Colina, Jonhas, DelVento, Davide, Dreiling, Joan M., Foltz, Cameron, Gaebler, John P., Gatterman, Thomas M., Gilbreth, Christopher N., Giles, Joshua, Gresh, Dan, Hall, Alex, Hankin, Aaron, Hansen, Azure, Hewitt, Nathan, Hoffman, Ian, Holliman, Craig, Hutson, Ross B., Jacobs, Trent, Johansen, Jacob, Lee, Patricia J., Lehman, Elliot, Lucchetti, Dominic, Lykov, Danylo, Madjarov, Ivaylo S., Mathewson, Brian, Mayer, Karl, Mills, Michael, Niroula, Pradeep, Pino, Juan M., Roman, Conrad, Schecter, Michael, Siegfried, Peter E., Tiemann, Bruce G., Volin, Curtis, Walker, James, Shaydulin, Ruslan, Pistoia, Marco, Moses, Steven. A., Hayes, David, Neyenhuis, Brian, Stutz, Russell P., Foss-Feig, Michael
Empirical evidence for a gap between the computational powers of classical and quantum computers has been provided by experiments that sample the output distributions of two-dimensional quantum circuits. Many attempts to close this gap have utilized
Externí odkaz:
http://arxiv.org/abs/2406.02501
Autor:
Giles, Rohini S., Spencer, John R., Tsang, Constantine C. C., Greathouse, Thomas K., Lellouch, Emmanuel, López-Valverde, Miguel A.
Between 2001 and 2023, we obtained high spectral resolution mid-infrared observations of Io using the TEXES instrument at NASA's Infrared Telescope Facility. These observations were centered at 529.8 cm-1 (18.88 {\mu}m) and include several SO2 absorp
Externí odkaz:
http://arxiv.org/abs/2405.19253