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pro vyhledávání: '"Verschelde A"'
Autor:
Joyce, Johnny, Verschelde, Jan
Convolutional neural networks (CNNs) are a popular choice of model for tasks in computer vision. When CNNs are made with many layers, resulting in a deep neural network, skip connections may be added to create an easier gradient optimization problem
Externí odkaz:
http://arxiv.org/abs/2408.07815
Autor:
Verschelde, Jan, Viswanathan, Kylash
A polynomial homotopy is a family of polynomial systems in one parameter, which defines solution paths starting from known solutions and ending at solutions of a system that has to be solved. We consider paths leading to isolated singular solutions,
Externí odkaz:
http://arxiv.org/abs/2404.17681
Autor:
Verschelde, Jan, Viswanathan, Kylash
PHCpack is a software package for polynomial homotopy continuation, which provides a robust path tracker [Telen, Van Barel, Verschelde, SISC 2020]. This tracker computes the radius of convergence of Newton's method, estimates the distance to the near
Externí odkaz:
http://arxiv.org/abs/2403.14844
Autor:
Verschelde, Jan
A polynomial homotopy is a family of polynomial systems, typically in one parameter $t$. Our problem is to compute power series expansions of the coordinates of the solutions in the parameter $t$, accurately, using multiple double arithmetic. One app
Externí odkaz:
http://arxiv.org/abs/2301.12659
Autor:
Verschelde, Jan
The objective is to demonstrate the making of Ada software available to Python and Julia programmers using GPRbuild. GPRbuild is the project manager of the GNAT toolchain. With GPRbuild the making of shared object files is fully automated and the sof
Externí odkaz:
http://arxiv.org/abs/2206.14270
Autor:
Verschelde, Jan, Viswanathan, Kylash
A polynomial homotopy is a family of polynomial systems, where the systems in the family depend on one parameter. If for one value of the parameter we know a regular solution, then what is the nearest value of the parameter for which the solution in
Externí odkaz:
http://arxiv.org/abs/2205.07380
Autor:
An Vanden Broeck, Tim Meese, Pieter Verschelde, Karen Cox, Berthold Heinze, Dieter Deforce, Ellen De Meester, Filip Van Nieuwerburgh
Publikováno v:
BMC Biology, Vol 22, Iss 1, Pp 1-17 (2024)
Abstract Background Despite the increasing number of epigenomic studies in plants, little is known about the forces that shape the methylome in long-lived woody perennials. The Lombardy poplar offers an ideal opportunity to investigate the impact of
Externí odkaz:
https://doaj.org/article/9203930b2d8a4294b5d1cff1620c39e3
Autor:
Verschelde, Jan
This paper describes the application of the code generated by the CAMPARY software to accelerate the solving of linear systems in the least squares sense on Graphics Processing Units (GPUs), in double double, quad double, and octo double precision. T
Externí odkaz:
http://arxiv.org/abs/2110.08375
Environmental DNA metabarcoding reflects spatiotemporal fish community shifts in the Scheldt estuary
Autor:
Van Driessche, Charlotte, Everts, Teun, Neyrinck, Sabrina, Halfmaerten, David, Verschelde, Pieter, Breine, Jan, Bonte, Dries, Brys, Rein
Publikováno v:
In Science of the Total Environment 15 July 2024 934