Graphics processing units in bioinformatics, computational biology and systems biology

MS Nobile, P Cazzaniga, A Tangherloni… - Briefings in …, 2017 - academic.oup.com
Abstract Several studies in Bioinformatics, Computational Biology and Systems Biology rely
on the definition of physico-chemical or mathematical models of biological systems at …

Challenges and perspectives of polyhydroxyalkanoate production from microalgae/cyanobacteria and bacteria as microbial factories: an assessment of hybrid …

R Afreen, S Tyagi, GP Singh, M Singh - Frontiers in Bioengineering …, 2021 - frontiersin.org
Polyhydroxyalkanoates (PHAs) are the biopolymer of choice if we look for a substitute of
petroleum-based non-biodegradable plastics. Microbial production of PHAs as carbon …

Specification-based monitoring of cyber-physical systems: a survey on theory, tools and applications

E Bartocci, J Deshmukh, A Donzé, G Fainekos… - Lectures on Runtime …, 2018 - Springer
Abstract The term Cyber-Physical Systems (CPS) typically refers to engineered, physical
and biological systems monitored and/or controlled by an embedded computational core …

A survey of challenges for runtime verification from advanced application domains (beyond software)

C Sánchez, G Schneider, W Ahrendt, E Bartocci… - Formal Methods in …, 2019 - Springer
Runtime verification is an area of formal methods that studies the dynamic analysis of
execution traces against formal specifications. Typically, the two main activities in runtime …

Simulated learners in educational technology: A systematic literature review and a turing-like test

T Käser, G Alexandron - International Journal of Artificial Intelligence in …, 2024 - Springer
Simulation is a powerful approach that plays a significant role in science and technology.
Computational models that simulate learner interactions and data hold great promise for …

Graph representation forecasting of patient's medical conditions: toward a digital twin

P Barbiero, R Vinas Torne, P Lió - Frontiers in genetics, 2021 - frontiersin.org
Objective: Modern medicine needs to shift from a wait and react, curative discipline to a
preventative, interdisciplinary science aiming at providing personalized, systemic, and …

The CoLoMoTo interactive notebook: accessible and reproducible computational analyses for qualitative biological networks

A Naldi, C Hernandez, N Levy, G Stoll… - Frontiers in …, 2018 - frontiersin.org
Analysing models of biological networks typically relies on workflows in which different
software tools with sensitive parameters are chained together, many times with additional …

Automated inference of Boolean models from molecular interaction maps using CaSQ

SS Aghamiri, V Singh, A Naldi, T Helikar… - …, 2020 - academic.oup.com
Motivation Molecular interaction maps have emerged as a meaningful way of representing
biological mechanisms in a comprehensive and systematic manner. However, their static …

Integrating a tailored recurrent neural network with Bayesian experimental design to optimize microbial community functions

JC Thompson, VM Zavala… - PLOS Computational …, 2023 - journals.plos.org
Microbiomes interact dynamically with their environment to perform exploitable functions
such as production of valuable metabolites and degradation of toxic metabolites for a wide …

Complete populations of virtual patients for in silico clinical trials

S Sinisi, V Alimguzhin, T Mancini, E Tronci… - …, 2020 - academic.oup.com
Motivation Model-based approaches to safety and efficacy assessment of pharmacological
drugs, treatment strategies or medical devices (In Silico Clinical Trial, ISCT) aim to decrease …