Learning differential equation models from stochastic agent-based model simulations

JT Nardini, RE Baker… - Journal of the Royal …, 2021 - royalsocietypublishing.org
Agent-based models provide a flexible framework that is frequently used for modelling many
biological systems, including cell migration, molecular dynamics, ecology and epidemiology …

Locust collective motion and its modeling

G Ariel, A Ayali - PLOS computational Biology, 2015 - journals.plos.org
Over the past decade, technological advances in experimental and animal tracking
techniques have motivated a renewed theoretical interest in animal collective motion and, in …

Swarm intelligence

G Beni - Complex Social and Behavioral Systems: Game …, 2020 - Springer
SI can be seen also as part of the broader field of computational intelligence (CI)(Keller et al.
2016), which comprises computational methods for problems not solvable by the first …

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data

JH Lagergren, JT Nardini, RE Baker… - PLoS computational …, 2020 - journals.plos.org
Biologically-informed neural networks (BINNs), an extension of physics-informed neural
networks, are introduced and used to discover the underlying dynamics of biological …

Anticipating the occurrence and type of critical transitions

F Grziwotz, CW Chang, V Dakos, EH van Nes… - Science …, 2023 - science.org
Critical transition can occur in many real-world systems. The ability to forecast the
occurrence of transition is of major interest in a range of contexts. Various early warning …

The locust swarm optimization algorithm

E Cuevas, F Fausto, A González, E Cuevas… - New advancements in …, 2020 - Springer
In recent years swarm intelligence emulate the behavior of insects or animal. In this chapter,
an optimization algorithm called Locust Search (LS) is presented. The LS is inspired of the …

Biological modelling with nonlocal advection diffusion equations

KJ Painter, T Hillen, JR Potts - arXiv preprint arXiv:2307.14396, 2023 - arxiv.org
The employment of nonlocal PDE models to describe biological aggregation and other
phenomena has gained considerable traction in recent years. For cell populations, these …

The information value of non-genetic inheritance in plants and animals

S English, I Pen, N Shea, T Uller - PloS one, 2015 - journals.plos.org
Parents influence the development of their offspring in many ways beyond the transmission
of DNA. This includes transfer of epigenetic states, nutrients, antibodies and hormones, and …

Future climate change likely to reduce the Australian plague locust (Chortoicetes terminifera) seasonal outbreaks

B Wang, ED Deveson, C Waters, A Spessa… - Science of the total …, 2019 - Elsevier
Climate is a major limiting factor for insect distributions and it is expected that a changing
climate will likely alter spatial patterns of pest outbreaks. The Australian plague locust (APL) …

[HTML][HTML] Towards early response to desert locust swarming in eastern Africa by estimating timing of hatching

T Landmann, KM Agboka, I Klein… - Ecological …, 2023 - Elsevier
Desert locust (Schistocerca gregaria) plagues threaten agricultural production, food security
and the environment across Africa, the Middle East, and Southwest Asia. Control methods …