Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Lagergren, John H."'
Biologically-informed neural networks (BINNs), an extension of physics-informed neural networks [1], are introduced and used to discover the underlying dynamics of biological systems from sparse experimental data. In the present work, BINNs are train
Externí odkaz:
http://arxiv.org/abs/2005.13073
Autor:
Nardini, John T., Lagergren, John H., Hawkins-Daarud, Andrea, Curtin, Lee, Morris, Bethan, Rutter, Erica M., Swanson, Kristin R., Flores, Kevin B.
Equation learning methods present a promising tool to aid scientists in the modeling process for biological data. Previous equation learning studies have demonstrated that these methods can infer models from rich datasets, however, the performance of
Externí odkaz:
http://arxiv.org/abs/2005.09622
Autor:
Lagergren, John H., Nardini, John T., Lavigne, G. Michael, Rutter, Erica M., Flores, Kevin B.
Publikováno v:
Proceedings: Mathematical, Physical and Engineering Sciences, 2020 Feb 01. 476(2234), 1-21.
Externí odkaz:
https://www.jstor.org/stable/26917952
Autor:
Seethepalli, Anand, Ottley, Chanae, Childs, Joanne, Cope, Kevin R., Fine, Aubrey K., Lagergren, John H., Kalluri, Udaya, Iversen, Colleen M., York, Larry M.
Publikováno v:
New Phytologist; Dec2024, Vol. 244 Issue 5, p2101-2108, 8p
Supplementary Material, Supplementary Figures S1-S6, Supplementary Tables S1-S3
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5cff3df048bd12bc949a8b997d71bb20
Autor:
Nardini JT; Department of Mathematics, North Carolina State University, Raleigh, NC, USA. jtnardin@ncsu.edu.; The Statistical and Applied Mathematical Sciences Institute, Durham, NC, USA. jtnardin@ncsu.edu., Lagergren JH; Department of Mathematics, North Carolina State University, Raleigh, NC, USA., Hawkins-Daarud A; Mathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, AZ, USA., Curtin L; Mathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, AZ, USA., Morris B; Centre for Mathematical Medicine and Biology, University of Nottingham, Nottingham, UK., Rutter EM; Department of Applied Mathematics, University of California, Merced, Merced, CA, USA., Swanson KR; Mathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, AZ, USA., Flores KB; Department of Mathematics, North Carolina State University, Raleigh, NC, USA.
Publikováno v:
Bulletin of mathematical biology [Bull Math Biol] 2020 Sep 09; Vol. 82 (9), pp. 119. Date of Electronic Publication: 2020 Sep 09.