#EMST 🚨By using association rule mining, the relationship between pathogenic factors and accident patterns in Chinese chemical production was analyzed. @EmerMgtST #DataMining #NetworkModeling Details: maxapress.com/article/doi/10…

Unified knowledge-driven network inference from omics data • This paper introduces CORNETO, a novel framework for knowledge-driven network inference that integrates omics data with prior knowledge through constrained optimization. • CORNETO offers a unified mathematical approach, supporting multi-sample inference across different network types, including undirected, directed, signed graphs, and hypergraphs. • The framework bridges the gap between data-driven and knowledge-based methods, addressing the challenges of sparse data and noisy networks by leveraging shared patterns across samples. • CORNETO improves performance in protein-protein interaction networks, intracellular signaling, and metabolic flux modeling, outperforming traditional single-sample inference methods. • The multi-sample extensions reduce variability and overfitting, producing more interpretable and biologically consistent networks, as demonstrated through simulated and real-world datasets. • CORNETO is implemented as an open-source Python package, offering flexibility for customization, reuse, and compatibility with multiple mathematical solvers, enhancing accessibility for the research community. • Applications include multi-condition Flux Balance Analysis (FBA), metabolic network reconstruction from omics data, and intracellular signaling inference from cancer datasets. @saezlab @JulioSaezRod @attila_gbr @PabloRMier 💻Code: github.com/saezlab/corneto 📜Paper: biorxiv.org/content/10.1101/… #Bioinformatics #NetworkInference #OmicsData #SystemsBiology #MachineLearning #AIforBiology #NetworkModeling

#EMST 🔥By employing association rule mining, analyzed the connections between causative factors and patterns of these accidents. @EmerMgtST #NetworkModeling #AccidentAnalysis Details: maxapress.com/article/doi/10…

1/n "Socio-cognitive Networks between Researchers" arxiv.org/abs/2407.21067 manuscript in collaboration with Jürgen Lerner and @cornelius_fritz #scientificnetworks #relationaleventmodel #AuthRHEM #socialnetworks #networkmodeling In this paper:

Next video coming soon, Pushing CML to the limit! How many nodes, and what types, can you run before you hit the limit? We'll look at my lab, see what it takes, and discuss. #CML #networkmodeling #CiscoModelingLabs

🌐 New Blog Post! Could network modeling replace observability? Dive into the debate and discover how these technologies are shaping the future of network management. Read more: hubs.la/Q02BPgNp0 #NetworkModeling #Observability #TechInsights #NetworkManagement

Discoveries on reactive astrocytes & Plexin-B1 protein offer new insights into amyloid plaque clearance, opening new avenues for potential treatments for #AlzheimersDisease mountsinai.org/about/newsroo… #AlzheimersResearch #NetworkModeling @SinaiBrain @MountSinaiNeuro @LabFriedel

Center for Transformative Disease Modeling at Mount Sinai identifies 4,749 key genetic clusters crucial in 32 cancer types: mountsinai.org/about/newsroo… #CancerResearch #Genomics @SinaiGenetics @IcahnMountSinai @MountSinaiNYC #NetworkModeling

New blog! “Forward Networks Gets Cloudy”: added support for flow/routing/access list modeling. #BlueAlly #NetCraftsmen #CCIE1773 #Security #NetworkModeling netcraftsmen.com/forward-net…

Final program with⭐️speakers: tinyurl.com/ISW-pr An @iscb affiliated #signaling workshop for #ECR #PhD students & #postdocs @Y_ECCO_IBD @iscbsc Late poster submission: 20 June⏰ #organoids #microbiome #networkmodeling #multiomics #PrecisionMedicine #IBD #cancer Teaser🎦👇

In July I will head to Edinburgh to start a @royalsociety University Research Fellowship based in @SBSatEd at @EdinburghUni. My team will study the behavioural ecology of endemic disease and host maintenance potential, with #SocialNetworks and #NetworkModeling of course involved!

Register to this unique workshop on multi-disciplinary #IBD research with leading clinical & academic scientists covering #organoids #microbiome #multiomics #PrecisionMedicine #Imaging #NetworkModeling. Interactive discussions for PhD students, post-docs and fellows! @Y_ECCO_IBD

Forward Networks @FwdNetworks Raises $35 Million in Series C #SaaS enterprise #NetworkModeling software #seriesC to expand its efforts to bring network verification to enterprise customers #funding thesaasnews.com/news/forward…

Happy to be listed among emerging investigators in the -omics research community. pubs.rsc.org/en/content/arti… Thanks to my team for their contribution to this review @NetLab14 @hcansud @KaanariciM #multiomics #dataintegration #networkmodeling

New paper alert! A @PolicyMarine publication co-led by @oxfordgeography and @oceansolutions highlights the potential for linking #networkmodeling science to #marinemanagement and policy. Read the web story for more: oxfordseascapeecologylab.com…

I do not have a #PhD but I am able to help a PHD student in her #psychology research with my technical knowledge. So happy for this adventurous learning collaboration!! #DataScience #MachineLearning #networkmodeling #agentbasedmodeling #Artificial_Intelligence #behavioralscience

You're invited! This week-long summer school on #networkmodeling is designed to take beginner & intermediate-level modelers through the main tasks required in a robust network modeling study. Sessions are practical & show attendees how to implement each task with #code. (1 of 3)

You're invited! This week-long summer school on #networkmodeling is designed to take beginner & intermediate level modelers through the main tasks required in a robust network modeling study. Sessions are practical & show attendees how to implement each task with #code. (1 of 3)

You're invited! This week-long summer school on #networkmodeling is designed to take beginner & intermediate level modelers through the main tasks required in a robust network modeling study. Sessions are practical & show attendees how to implement each task with #code. (1 of 3)

Don't panic. Duck, cover, and use Blast Radius Identification. forwardnetworks.com/security… #networksecurity #networkmodeling #networkverification #worklifebalance