Reader in Applied Mathematics at Queen Mary University working on Network Science, Data Science, and digital Epidemiology. Website: www.nicolaperra.comhttps://bsky.app/profile/netscience.bsky.socialhttps://bsky.app/profile/netscience.bsky.social/post/3mvnqtqe4622wReimagining research papers as interactive and reliable AI agents https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-026-11044-y16 Sep 2026 18:18 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvnqtqe4622whttps://bsky.app/profile/netscience.bsky.social/post/3mvmmwp2lgc2rThe structural dynamics of music drive acute stress recovery through functional reorganization of stress-regulation networks https://www.pnas.org/doi/abs/10.1073/pnas.2611584123?af=R16 Sep 2026 07:36 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvmmwp2lgc2rhttps://bsky.app/profile/netscience.bsky.social/post/3mvmlralyoc2xComplexity is a unified cognitive kind https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-026-02502-816 Sep 2026 07:15 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvmlralyoc2xhttps://bsky.app/profile/netscience.bsky.social/post/3mvmlpg6qbc2kFrom Network Inequality to Network Fairness: A Perspective on Responsible Decision-Making arxiv.org/abs/2609.13867 https://arxiv.org/abs/2609.1386716 Sep 2026 07:14 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvmlpg6qbc2khttps://bsky.app/profile/netscience.bsky.social/post/3mvmlnckmcs2hUnveiling healthcare-access inequality in Ghana using a multiscale approach arxiv.org/abs/2609.14510 https://arxiv.org/abs/2609.1451016 Sep 2026 07:13 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvmlnckmcs2hhttps://bsky.app/profile/netscience.bsky.social/post/3mvk5bkfi422oMotifs in temporal hypergraphs arxiv.org/abs/2609.12175 https://arxiv.org/abs/2609.1217515 Sep 2026 07:50 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvk5bkfi422ohttps://bsky.app/profile/netscience.bsky.social/post/3mvk57h4hmk2cGeometry of Urban Order arxiv.org/abs/2609.13029 https://arxiv.org/abs/2609.1302915 Sep 2026 07:49 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvk57h4hmk2chttps://bsky.app/profile/netscience.bsky.social/post/3mvk56d4wyc2tThe hierarchical organization of urban social overlap: How shared social spaces diverge from physical mobility arxiv.org/abs/2609.12888 https://arxiv.org/abs/2609.1288815 Sep 2026 07:48 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvk56d4wyc2thttps://bsky.app/profile/netscience.bsky.social/post/3mvi6uk2bg223UK universities are on the brink — what is their greatest source of stress? https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-026-02608-z14 Sep 2026 13:13 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvi6uk2bg223https://bsky.app/profile/netscience.bsky.social/post/3mvhlwys5sc2jEmergence of contagious cooperation in community-structured networks http://link.aps.org/doi/10.1103/81gf-mlhm14 Sep 2026 07:35 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvhlwys5sc2jhttps://bsky.app/profile/netscience.bsky.social/post/3mvcignfk2c2eLeveraging perturbations to infer the population dynamics of human rhinovirus and interaction of influenza A virus https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.101478412 Sep 2026 06:49 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvcignfk2c2ehttps://bsky.app/profile/netscience.bsky.social/post/3mvcidns4ok2sPredictability can be dynamically constructed in deterministic systems https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-026-77737-012 Sep 2026 06:47 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mvcidns4ok2shttps://bsky.app/profile/netscience.bsky.social/post/3mva55adskk2kRobustness of shallow graph embedding methods for community detection arxiv.org/abs/2405.00636 https://arxiv.org/abs/2405.0063611 Sep 2026 08:21 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mva55adskk2khttps://bsky.app/profile/netscience.bsky.social/post/3mva53zwer226Italian Business-to-Business Invoicing Data: A Network Analysis arxiv.org/abs/2609.10227 https://arxiv.org/abs/2609.1022711 Sep 2026 08:21 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mva53zwer226https://bsky.app/profile/netscience.bsky.social/post/3mva4sfsxrs2kFundamental limits to identifying node and tie memory in temporal networks: marginal artefacts and spreading dynamics arxiv.org/abs/2609.10399 https://arxiv.org/abs/2609.1039911 Sep 2026 08:15 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mva4sfsxrs2khttps://bsky.app/profile/netscience.bsky.social/post/3mva4p4mhbc2jOpinion dynamics: Statistical physics and beyond http://link.aps.org/doi/10.1103/j1zg-ddqv11 Sep 2026 08:13 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mva4p4mhbc2jhttps://bsky.app/profile/netscience.bsky.social/post/3mv5vk3z2t22yNonlinear model reduction of complex networks via spectral submanifolds http://link.aps.org/doi/10.1103/gp7d-fsk510 Sep 2026 11:00 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mv5vk3z2t22yhttps://bsky.app/profile/netscience.bsky.social/post/3mutlp5ixs224Modelling infodemics on a global scale: A 30 countries study using epidemiological and social listening data arxiv.org/abs/2501.19016 https://arxiv.org/abs/2501.1901606 Sep 2026 08:37 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mutlp5ixs224https://bsky.app/profile/netscience.bsky.social/post/3mutljxsj3c2gDesign Principles for Reproducible Networks arxiv.org/abs/2609.03852 https://arxiv.org/abs/2609.0385206 Sep 2026 08:34 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mutljxsj3c2ghttps://bsky.app/profile/netscience.bsky.social/post/3mup3m6k5bc2tThe paradox of neglecting changes in behavior: How standard epidemic models misestimate both transmissibility and final epidemic size https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.101474604 Sep 2026 13:39 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mup3m6k5bc2thttps://bsky.app/profile/netscience.bsky.social/post/3mup3keg7os2mCan AI help solve the peer-review crisis? Here are its promises and pitfalls https://www.science.org/content/article/can-ai-help-solve-peer-review-crisis-here-are-its-promises-and-pitfalls04 Sep 2026 13:38 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mup3keg7os2mhttps://bsky.app/profile/netscience.bsky.social/post/3mup3hv42yc2wInteractive representations of power and status signals in learning social hierarchies https://www.pnas.org/doi/abs/10.1073/pnas.2532908123?af=R04 Sep 2026 13:36 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mup3hv42yc2whttps://bsky.app/profile/netscience.bsky.social/post/3mup3f7mxkc25Why friends in common reveal network stars https://www.pnas.org/doi/abs/10.1073/pnas.2603299123?af=R04 Sep 2026 13:35 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mup3f7mxkc25https://bsky.app/profile/netscience.bsky.social/post/3mulxgk6vxs2yAsymptotic versus mesoscopic spectral dimensions in networks and inhomogeneous structures arxiv.org/abs/2510.20520 https://arxiv.org/abs/2510.2052003 Sep 2026 07:46 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulxgk6vxs2yhttps://bsky.app/profile/netscience.bsky.social/post/3mulxa47h7k27Peer Review at Capacity: An editor's view arxiv.org/abs/2608.29774 https://arxiv.org/abs/2608.2977403 Sep 2026 07:42 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulxa47h7k27https://bsky.app/profile/netscience.bsky.social/post/3mulx4bmizs2sIntegrating adaptive human behavior into epidemic models with large language models arxiv.org/abs/2608.29535 https://arxiv.org/abs/2608.2953503 Sep 2026 07:40 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulx4bmizs2shttps://bsky.app/profile/netscience.bsky.social/post/3mulwzqmvfc2kIntegrating adaptive human behavior into epidemic models with large language models arxiv.org/abs/2608.29535 https://arxiv.org/abs/2608.2953503 Sep 2026 07:39 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulwzqmvfc2khttps://bsky.app/profile/netscience.bsky.social/post/3mulwx3dpfs2dThe scales of urban mobility shape socioeconomic mixing arxiv.org/abs/2608.28734 https://arxiv.org/abs/2608.2873403 Sep 2026 07:37 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulwx3dpfs2dhttps://bsky.app/profile/netscience.bsky.social/post/3mulwvako2c2hEfficiently classifying shocks in complex systems requires dormant reporters arxiv.org/abs/2609.00725 https://arxiv.org/abs/2609.0072503 Sep 2026 07:36 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulwvako2c2hhttps://bsky.app/profile/netscience.bsky.social/post/3mulwsyiwts2jBehavioral calibration of mobile-phone GPS data for population-representative analyses arxiv.org/abs/2609.01042 https://arxiv.org/abs/2609.0104203 Sep 2026 07:35 +0000at://did:plc:d3hkcs4lca46ic74i6hcytfi/app.bsky.feed.post/3mulwsyiwts2j