[{"volume":290,"_id":"20328","file":[{"date_updated":"2026-01-05T13:05:47Z","file_name":"2026_JourFuncAnalysis_Cipolloni.pdf","content_type":"application/pdf","relation":"main_file","file_id":"20947","file_size":2503887,"access_level":"open_access","date_created":"2026-01-05T13:05:47Z","creator":"dernst","checksum":"ee53d5e695f0df11e017c8c9242a2b04","success":1}],"arxiv":1,"citation":{"ama":"Cipolloni G, Erdös L, Xu Y. Optimal decay of eigenvector overlap for non-Hermitian random matrices. Journal of Functional Analysis. 2026;290(1). doi:10.1016/j.jfa.2025.111180","chicago":"Cipolloni, Giorgio, László Erdös, and Yuanyuan Xu. “Optimal Decay of Eigenvector Overlap for Non-Hermitian Random Matrices.” Journal of Functional Analysis. Elsevier, 2026. https://doi.org/10.1016/j.jfa.2025.111180.","apa":"Cipolloni, G., Erdös, L., & Xu, Y. (2026). Optimal decay of eigenvector overlap for non-Hermitian random matrices. Journal of Functional Analysis. Elsevier. https://doi.org/10.1016/j.jfa.2025.111180","short":"G. Cipolloni, L. Erdös, Y. Xu, Journal of Functional Analysis 290 (2026).","ista":"Cipolloni G, Erdös L, Xu Y. 2026. Optimal decay of eigenvector overlap for non-Hermitian random matrices. Journal of Functional Analysis. 290(1), 111180.","mla":"Cipolloni, Giorgio, et al. “Optimal Decay of Eigenvector Overlap for Non-Hermitian Random Matrices.” Journal of Functional Analysis, vol. 290, no. 1, 111180, Elsevier, 2026, doi:10.1016/j.jfa.2025.111180.","ieee":"G. Cipolloni, L. Erdös, and Y. Xu, “Optimal decay of eigenvector overlap for non-Hermitian random matrices,” Journal of Functional Analysis, vol. 290, no. 1. Elsevier, 2026."},"publication":"Journal of Functional Analysis","oaworkid":1,"date_updated":"2026-06-03T13:12:14Z","scopus_import":"1","title":"Optimal decay of eigenvector overlap for non-Hermitian random matrices","oa":1,"OA_type":"hybrid","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","doi":"10.1016/j.jfa.2025.111180","language":[{"iso":"eng"}],"isi":1,"intvolume":" 290","ddc":["510"],"issue":"1","article_number":"111180","external_id":{"arxiv":["2411.16572"],"isi":["001583178200001"],"oaworkid":["w4413883397"]},"quality_controlled":"1","date_created":"2025-09-10T05:46:07Z","acknowledgement":"Partially supported by ERC Advanced Grant “RMTBeyond” No. 101020331. Partially supported by National Key R&D Program of China No. 2024YFA1013503.","fulldoi":"https://doi.org/10.1016/j.jfa.2025.111180","corr_author":"1","OA_place":"publisher","ec_funded":1,"department":[{"_id":"LaEr"}],"author":[{"orcid":"0000-0002-4901-7992","first_name":"Giorgio","id":"42198EFA-F248-11E8-B48F-1D18A9856A87","last_name":"Cipolloni","full_name":"Cipolloni, Giorgio"},{"last_name":"Erdös","full_name":"Erdös, László","first_name":"László","orcid":"0000-0001-5366-9603","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87"},{"first_name":"Yuanyuan","orcid":"0000-0003-1559-1205","id":"7902bdb1-a2a4-11eb-a164-c9216f71aea3","full_name":"Xu, Yuanyuan","last_name":"Xu"}],"article_type":"original","oa_version":"Published Version","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"publication_identifier":{"issn":["0022-1236"]},"day":"01","has_accepted_license":"1","type":"journal_article","file_date_updated":"2026-01-05T13:05:47Z","date_published":"2026-01-01T00:00:00Z","status":"public","publication_status":"published","publisher":"Elsevier","PlanS_conform":"1","article_processing_charge":"Yes (via OA deal)","year":"2026","abstract":[{"lang":"eng","text":"We consider the standard overlap (math formular) of any bi-orthogonal family of left and right eigenvectors of a large random matrix X with centred i.i.d. entries and we prove that it decays as an inverse second power of the distance between the corresponding eigenvalues. This extends similar results for the complex Gaussian ensemble from Bourgade and Dubach [15], as well as Benaych-Georges and Zeitouni [13], to any i.i.d. matrix ensemble in both symmetry classes. As a main tool, we prove a two-resolvent local law for the Hermitisation of X uniformly in the spectrum with optimal decay rate and optimal dependence on the density near the spectral edge."}],"project":[{"_id":"62796744-2b32-11ec-9570-940b20777f1d","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","grant_number":"101020331"}],"month":"01"},{"ddc":["500"],"doi":"10.1007/s00023-026-01706-y","language":[{"iso":"eng"}],"quality_controlled":"1","date_created":"2026-07-13T09:42:22Z","acknowledgement":"We would like to thank J. Lenells and R. Seiringer for their interest and helpful discussions, E. Babaev and Y. Yerin for useful comments about the literature, and the anonymous referee for their comments. J.H. gratefully acknowledges partial financial support by the ERC Advanced Grant “RMTBeyond” No. 101020331 and the ERC Consollidator Grant “ProbQuant” (jointly with the Swiss State Secretariat for Education, Research and Innovation). E.L. gratefully acknowledges support from the Swedish Research Council, Grant No. 2023-04726. A.B.L. gratefully acknowledges partial financial support by the Austrian Science Fund (FWF) through grant DOI: 10.55776/I6427 (as part of the SFB/TRR 352) and by the French State support managed by ANR under the France 2030 program through the MaQuI CNRS Risky and High-Impact Research programme (RI)^2 (grant agreement ANR-24-RRII-0001). Open access funding provided by Royal Institute of Technology.","external_id":{"arxiv":["2409.17297"]},"arxiv":1,"citation":{"ieee":"S. J. Henheik, E. Langmann, and A. B. Lauritsen, “Multi-band superconductors have enhanced critical temperatures,” Annales Henri Poincaré. Springer Nature, 2026.","mla":"Henheik, Sven Joscha, et al. “Multi-Band Superconductors Have Enhanced Critical Temperatures.” Annales Henri Poincaré, Springer Nature, 2026, doi:10.1007/s00023-026-01706-y.","ista":"Henheik SJ, Langmann E, Lauritsen AB. 2026. Multi-band superconductors have enhanced critical temperatures. Annales Henri Poincaré.","short":"S.J. Henheik, E. Langmann, A.B. Lauritsen, Annales Henri Poincaré (2026).","apa":"Henheik, S. J., Langmann, E., & Lauritsen, A. B. (2026). Multi-band superconductors have enhanced critical temperatures. Annales Henri Poincaré. Springer Nature. https://doi.org/10.1007/s00023-026-01706-y","chicago":"Henheik, Sven Joscha, Edwin Langmann, and Asbjørn Bækgaard Lauritsen. “Multi-Band Superconductors Have Enhanced Critical Temperatures.” Annales Henri Poincaré. Springer Nature, 2026. https://doi.org/10.1007/s00023-026-01706-y.","ama":"Henheik SJ, Langmann E, Lauritsen AB. Multi-band superconductors have enhanced critical temperatures. Annales Henri Poincaré. 2026. doi:10.1007/s00023-026-01706-y"},"publication":"Annales Henri Poincaré","_id":"22290","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/s00023-026-01706-y"}],"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","date_updated":"2026-07-13T11:34:08Z","scopus_import":"1","oa":1,"OA_type":"hybrid","title":"Multi-band superconductors have enhanced critical temperatures","date_published":"2026-06-29T00:00:00Z","status":"public","dataavailabilitystatement":"Data sharing is not applicable to this article as no new data were created or analyzed in this study.","publication_status":"epub_ahead","type":"journal_article","month":"06","PlanS_conform":"1","publisher":"Springer Nature","article_processing_charge":"Yes (via OA deal)","year":"2026","abstract":[{"text":"We introduce a multi-band BCS free energy functional and prove that for a multi-band superconductor the effect of inter-band coupling can only increase the critical temperature, irrespective of its attractive or repulsive nature and its strength. Further, for weak coupling and weaker inter-band coupling, we prove that the dependence of the increase in critical temperature on the inter-band coupling is (1) linear, if there are two or more equally strongly superconducting bands, or (2) quadratic, if there is only one dominating band.","lang":"eng"}],"project":[{"grant_number":"101020331","_id":"62796744-2b32-11ec-9570-940b20777f1d","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta"},{"_id":"bda63fe5-d553-11ed-ba76-a16e3d2f256b","name":"Mathematical Challenges in BCS Theory of Superconductivity","grant_number":"I06427"}],"author":[{"id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","last_name":"Henheik","full_name":"Henheik, Sven Joscha"},{"first_name":"Edwin","last_name":"Langmann","full_name":"Langmann, Edwin"},{"first_name":"Asbjørn Bækgaard","orcid":"0000-0003-4476-2288","id":"e1a2682f-dc8d-11ea-abe3-81da9ac728f1","last_name":"Lauritsen","full_name":"Lauritsen, Asbjørn Bækgaard"}],"department":[{"_id":"LaEr"},{"_id":"RoSe"}],"related_material":{"record":[{"relation":"earlier_version","id":"19550","status":"public"}]},"researchdata_availability":"not applicable","article_type":"original","fulldoi":"https://doi.org/10.1007/s00023-026-01706-y","ec_funded":1,"OA_place":"publisher","das_tickbox":"1","day":"29","has_accepted_license":"1","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","supplementarymaterial":"not applicable","publication_identifier":{"issn":["1424-0637"],"eissn":["1424-0661"]}},{"day":"07","das_tickbox":"1","oa_version":"Preprint","author":[{"full_name":"Lee, Jaehun","last_name":"Lee","first_name":"Jaehun","id":"96155047-f36a-11ef-b766-8b5ae7cecd49"},{"id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0001-5366-9603","first_name":"László","full_name":"Erdös, László","last_name":"Erdös"}],"department":[{"_id":"LaEr"}],"ec_funded":1,"OA_place":"repository","fulldoi":"https://doi.org/10.48550/arXiv.2607.05848","corr_author":"1","month":"07","abstract":[{"lang":"eng","text":"We prove a mesoscopic central limit theorem for linear eigenvalue statistics of correlated Hermitian random matrices. The class considered here includes Wigner and Wigner-type matrices, as well as models whose entry correlations decay polynomially in the distance between index pairs. The proof combines a multivariate cumulant expansion with multi-resolvent local laws and a detailed analysis of the resulting variance kernel on the operator-level."}],"project":[{"call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d","grant_number":"101020331"}],"year":"2026","article_processing_charge":"No","publication_status":"submitted","date_published":"2026-07-07T00:00:00Z","status":"public","type":"preprint","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2607.05848","open_access":"1"}],"title":"Mesoscopic eigenvalue statistics for correlated random matrices","oa":1,"OA_type":"green","date_updated":"2026-07-20T10:55:10Z","citation":{"apa":"Lee, J., & Erdös, L. (n.d.). Mesoscopic eigenvalue statistics for correlated random matrices. https://doi.org/10.48550/arXiv.2607.05848","ama":"Lee J, Erdös L. Mesoscopic eigenvalue statistics for correlated random matrices. doi:10.48550/arXiv.2607.05848","chicago":"Lee, Jaehun, and László Erdös. “Mesoscopic Eigenvalue Statistics for Correlated Random Matrices,” n.d. https://doi.org/10.48550/arXiv.2607.05848.","mla":"Lee, Jaehun, and László Erdös. Mesoscopic Eigenvalue Statistics for Correlated Random Matrices. 2607.05848, doi:10.48550/arXiv.2607.05848.","ieee":"J. Lee and L. Erdös, “Mesoscopic eigenvalue statistics for correlated random matrices.” .","short":"J. Lee, L. Erdös, (n.d.).","ista":"Lee J, Erdös L. Mesoscopic eigenvalue statistics for correlated random matrices. 2607.05848."},"arxiv":1,"_id":"22359","keyword":["Central limit theorem","universality","matrix Dyson equation","multi-resolvent local law"],"date_created":"2026-07-18T08:59:02Z","acknowledgement":"Supported by ERC Advanced Grant “RMTBeyond” No. 101020331","external_id":{"arxiv":["2607.05848"]},"article_number":"2607.05848","language":[{"iso":"eng"}],"doi":"10.48550/arXiv.2607.05848"},{"year":"2026","article_processing_charge":"Yes (via OA deal)","publisher":"Springer Nature","PlanS_conform":"1","project":[{"call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d","grant_number":"101020331"}],"abstract":[{"lang":"eng","text":"We prove normal typicality and dynamical typicality for a (centered) random block-band matrix model with block-dependent variances. A key feature of our model is that we achieve intermediate equilibration times, an aspect that has not been proven rigorously in any model before. Our proof builds on recently established concentration estimates for products of resolvents of Wigner type random matrices (Erdős and Riabov in Commun Math Phys 405(12): 282, 2024) and an intricate analysis of the deterministic approximation."}],"month":"02","mathsc":["60B20","82C10"],"type":"journal_article","file_date_updated":"2026-07-23T06:42:01Z","dataavailabilitystatement":"The Matlab code used to generate the datasets of the provided examples is available from the corresponding author on request.","date_published":"2026-02-01T00:00:00Z","status":"public","publication_status":"published","supplementarymaterial":"yes","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","publication_identifier":{"issn":["0377-9017"],"eissn":["1573-0530"]},"das_tickbox":"1","has_accepted_license":"1","day":"01","corr_author":"1","fulldoi":"https://doi.org/10.1007/s11005-025-02037-5","ec_funded":1,"OA_place":"publisher","researchdata_availability":"upon request","department":[{"_id":"LaEr"}],"author":[{"last_name":"Erdös","full_name":"Erdös, László","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","first_name":"László","orcid":"0000-0001-5366-9603"},{"last_name":"Henheik","full_name":"Henheik, Sven Joscha","orcid":"0000-0003-1106-327X","first_name":"Sven Joscha","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb"},{"id":"1cd0554a-ea28-11f0-9f40-ff76440883cd","first_name":"Cornelia","full_name":"Vogel, Cornelia","last_name":"Vogel"}],"article_type":"original","article_number":"5","pmid":1,"external_id":{"pmid":["41459414"]},"quality_controlled":"1","acknowledgement":"L.E. and J.H. are supported by the ERC Advanced Grant “RMTBeyond” No. 101020331. Moreover, J.H. acknowledges (partial) financial support by the ERC Consolidator Grant “ProbQuant” (jointly with the Swiss State Secretariat for Education, Research and Innovation). C.V. was (partially) supported by the German Academic Scholarship Foundation and the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – TRR 352 – Project-ID 470903074. Moreover, C.V. acknowledges (partial) financial support by the ERC Starting Grant “FermiMath\" No. 101040991 and the ERC Consolidator Grant “RAMBAS” No. 10104424, funded by the European Union. Open access funding provided by Institute of Science and Technology (IST Austria).","date_created":"2026-01-04T23:01:33Z","doi":"10.1007/s11005-025-02037-5","language":[{"iso":"eng"}],"intvolume":" 116","ddc":["510"],"scopus_import":"1","date_updated":"2026-07-23T06:42:28Z","title":"Normal typicality and dynamical typicality for a random block-band matrix model","OA_type":"hybrid","oa":1,"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","volume":116,"_id":"20925","citation":{"apa":"Erdös, L., Henheik, S. J., & Vogel, C. (2026). Normal typicality and dynamical typicality for a random block-band matrix model. Letters in Mathematical Physics. Springer Nature. https://doi.org/10.1007/s11005-025-02037-5","ama":"Erdös L, Henheik SJ, Vogel C. Normal typicality and dynamical typicality for a random block-band matrix model. Letters in Mathematical Physics. 2026;116. doi:10.1007/s11005-025-02037-5","chicago":"Erdös, László, Sven Joscha Henheik, and Cornelia Vogel. “Normal Typicality and Dynamical Typicality for a Random Block-Band Matrix Model.” Letters in Mathematical Physics. Springer Nature, 2026. https://doi.org/10.1007/s11005-025-02037-5.","ieee":"L. Erdös, S. J. Henheik, and C. Vogel, “Normal typicality and dynamical typicality for a random block-band matrix model,” Letters in Mathematical Physics, vol. 116. Springer Nature, 2026.","mla":"Erdös, László, et al. “Normal Typicality and Dynamical Typicality for a Random Block-Band Matrix Model.” Letters in Mathematical Physics, vol. 116, 5, Springer Nature, 2026, doi:10.1007/s11005-025-02037-5.","short":"L. Erdös, S.J. Henheik, C. Vogel, Letters in Mathematical Physics 116 (2026).","ista":"Erdös L, Henheik SJ, Vogel C. 2026. Normal typicality and dynamical typicality for a random block-band matrix model. Letters in Mathematical Physics. 116, 5."},"file":[{"access_level":"open_access","date_created":"2026-07-23T06:42:01Z","date_updated":"2026-07-23T06:42:01Z","content_type":"application/pdf","relation":"main_file","file_name":"2026_LettersMathPhysics_Erdoes.pdf","file_size":602526,"file_id":"22390","success":1,"creator":"dernst","checksum":"f2021f8f6d38491948b94a7765a64d0b"}],"publication":"Letters in Mathematical Physics"},{"intvolume":" 36","doi":"10.1214/26-AAP2318","language":[{"iso":"eng"}],"quality_controlled":"1","acknowledgement":"L. Erdős, J. Henheik and O. Kolupaiev were supported by the ERC Advanced Grant “RMTBeyond” No. 101020331. G. Cipolloni is partially supported by the MUR Excellence Department Project MatMod@TOV awarded to the Department of Mathematics, University of Rome Tor Vergata, CUP E83C18000100006.","date_created":"2026-09-13T22:01:54Z","keyword":["characteristic flow","Davis–Kahan theorem","Eigenstate thermalization","Eigenvector perturbation theory","Local law","zigzag strategy"],"issue":"4","external_id":{"arxiv":["2410.10718"]},"citation":{"mla":"Cipolloni, Giorgio, et al. “Eigenvector Decorrelation for Random Matrices.” Annals of Applied Probability, vol. 36, no. 4, Institute of Mathematical Statistics, 2026, pp. 3707–56, doi:10.1214/26-AAP2318.","ieee":"G. Cipolloni, L. Erdös, S. J. Henheik, and O. Kolupaiev, “Eigenvector decorrelation for random matrices,” Annals of Applied Probability, vol. 36, no. 4. Institute of Mathematical Statistics, pp. 3707–3756, 2026.","ista":"Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. 2026. Eigenvector decorrelation for random matrices. Annals of Applied Probability. 36(4), 3707–3756.","short":"G. Cipolloni, L. Erdös, S.J. Henheik, O. Kolupaiev, Annals of Applied Probability 36 (2026) 3707–3756.","apa":"Cipolloni, G., Erdös, L., Henheik, S. J., & Kolupaiev, O. (2026). Eigenvector decorrelation for random matrices. Annals of Applied Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/26-AAP2318","chicago":"Cipolloni, Giorgio, László Erdös, Sven Joscha Henheik, and Oleksii Kolupaiev. “Eigenvector Decorrelation for Random Matrices.” Annals of Applied Probability. Institute of Mathematical Statistics, 2026. https://doi.org/10.1214/26-AAP2318.","ama":"Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. Eigenvector decorrelation for random matrices. Annals of Applied Probability. 2026;36(4):3707-3756. doi:10.1214/26-AAP2318"},"arxiv":1,"publication":"Annals of Applied Probability","page":"3707-3756","volume":36,"_id":"22923","main_file_link":[{"open_access":"1","url":"https://doi.org/10.48550/arXiv.2410.10718"}],"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","scopus_import":"1","date_updated":"2026-09-16T10:00:54Z","title":"Eigenvector decorrelation for random matrices","oa":1,"OA_type":"green","status":"public","date_published":"2026-08-01T00:00:00Z","publication_status":"published","mathsc":["60B20","82C10"],"type":"journal_article","month":"08","article_processing_charge":"No","year":"2026","publisher":"Institute of Mathematical Statistics","project":[{"grant_number":"101020331","_id":"62796744-2b32-11ec-9570-940b20777f1d","name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020"}],"abstract":[{"text":"We study the sensitivity of the eigenvectors of random matrices, showing that even small perturbations make the eigenvectors almost orthogonal. More precisely, we consider two deformed Wigner matrices 𝑊 +𝐷1, 𝑊 +𝐷2 and show that their bulk eigenvectors become asymptotically orthogonal as soon as Tr(𝐷1−𝐷2)2 ≫1, or their respective energies are separated on a scale much bigger than the local eigenvalue spacing. Furthermore, we show that quadratic forms of eigenvectors of 𝑊 +𝐷1, 𝑊 +𝐷2 with any deterministic matrix 𝐴 ∈𝐂𝑁×𝑁 in a specific subspace of codimension one are of size 𝑁−1/2. This proves a generalization of the eigenstate thermalization hypothesis to eigenvectors belonging to two different spectral families.","lang":"eng"}],"researchdata_availability":"no","related_material":{"record":[{"status":"public","id":"19546","relation":"earlier_version"}]},"department":[{"_id":"LaEr"},{"_id":"GradSch"}],"author":[{"full_name":"Cipolloni, Giorgio","last_name":"Cipolloni","orcid":"0000-0002-4901-7992","first_name":"Giorgio","id":"42198EFA-F248-11E8-B48F-1D18A9856A87"},{"full_name":"Erdös, László","last_name":"Erdös","orcid":"0000-0001-5366-9603","first_name":"László","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87"},{"id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","last_name":"Henheik","full_name":"Henheik, Sven Joscha"},{"last_name":"Kolupaiev","full_name":"Kolupaiev, Oleksii","id":"149b70d4-896a-11ed-bdf8-8c63fd44ca61","orcid":"0000-0003-1491-4623","first_name":"Oleksii"}],"article_type":"original","corr_author":"1","fulldoi":"https://doi.org/10.1214/26-AAP2318","ec_funded":1,"OA_place":"repository","das_tickbox":"0","day":"01","supplementarymaterial":"yes","oa_version":"Preprint","publication_identifier":{"issn":["1050-5164"]}},{"doi":"10.3150/26-bej1976","language":[{"iso":"eng"}],"intvolume":" 32","issue":"4","external_id":{"arxiv":["2503.21472"]},"quality_controlled":"1","keyword":["correlated random matrix","eigenvalue perturbation theory","Local law","Wigner-type matrix"],"acknowledgement":"The author is grateful to László Erdős and Giorgio Cipolloni for suggesting the project and fruitful discussions. The author was supported by the ERC Advanced Grant “RMTBeyond” No. 101020331.","date_created":"2026-10-12T12:04:45Z","page":"2999-3023","_id":"23112","volume":32,"arxiv":1,"citation":{"mla":"Kolupaiev, Oleksii. “Spectral Independence of Almost Fully Correlated Random Matrices.” Bernoulli, vol. 32, no. 4, Bernoulli Society for Mathematical Statistics and Probability, 2026, pp. 2999–3023, doi:10.3150/26-bej1976.","ieee":"O. Kolupaiev, “Spectral independence of almost fully correlated random matrices,” Bernoulli, vol. 32, no. 4. Bernoulli Society for Mathematical Statistics and Probability, pp. 2999–3023, 2026.","short":"O. Kolupaiev, Bernoulli 32 (2026) 2999–3023.","ista":"Kolupaiev O. 2026. Spectral independence of almost fully correlated random matrices. Bernoulli. 32(4), 2999–3023.","apa":"Kolupaiev, O. (2026). Spectral independence of almost fully correlated random matrices. Bernoulli. Bernoulli Society for Mathematical Statistics and Probability. https://doi.org/10.3150/26-bej1976","ama":"Kolupaiev O. Spectral independence of almost fully correlated random matrices. Bernoulli. 2026;32(4):2999-3023. doi:10.3150/26-bej1976","chicago":"Kolupaiev, Oleksii. “Spectral Independence of Almost Fully Correlated Random Matrices.” Bernoulli. Bernoulli Society for Mathematical Statistics and Probability, 2026. https://doi.org/10.3150/26-bej1976."},"publication":"Bernoulli","date_updated":"2026-10-14T07:34:08Z","scopus_import":"1","oa":1,"OA_type":"green","title":"Spectral independence of almost fully correlated random matrices","main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2503.21472","open_access":"1"}],"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","type":"journal_article","status":"public","date_published":"2026-11-01T00:00:00Z","publication_status":"published","publisher":"Bernoulli Society for Mathematical Statistics and Probability","year":"2026","article_processing_charge":"No","abstract":[{"text":"We study the joint spectral properties of two coupled random matrices H(1) and H(2), which are either real symmetric or complex Hermitian. The entries of these matrices exhibit polynomially decaying correlations, both within each matrix and between them. Surprisingly, we find that under extremely weak decorrelation condition, permitting H(1) and H(2) to be almost fully correlated, the fluctuations of their individual eigenvalues in the bulk of the spectrum are still asymptotically independent. Furthermore, we demonstrate that this decorrelation condition is optimal.","lang":"eng"}],"project":[{"grant_number":"101020331","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"month":"11","fulldoi":"https://doi.org/10.3150/26-bej1976","corr_author":"1","OA_place":"repository","ec_funded":1,"department":[{"_id":"LaEr"}],"author":[{"last_name":"Kolupaiev","full_name":"Kolupaiev, Oleksii","orcid":"0000-0003-1491-4623","first_name":"Oleksii","id":"149b70d4-896a-11ed-bdf8-8c63fd44ca61"}],"researchdata_availability":"no","article_type":"original","oa_version":"Preprint","supplementarymaterial":"no","publication_identifier":{"issn":["1350-7265"]},"das_tickbox":"0","day":"01"},{"intvolume":" 53","doi":"10.1214/25-aop1761","language":[{"iso":"eng"}],"quality_controlled":"1","date_created":"2026-02-17T07:58:20Z","acknowledgement":"The authors would like to thank the anonymous referee for providing helpful comments and suggestions. We also thank Joscha Henheik and Volodymyr Riabov for pointing out a gap in an earlier version of the proof of equation (3.18). The first, third, and fourth authors are supported by ERC Advanced Grant “RMTBeyond” No. 101020331.","issue":"6","external_id":{"arxiv":["2404.17512"]},"arxiv":1,"citation":{"mla":"Campbell, Andrew J., et al. “On the Spectral Edge of Non-Hermitian Random Matrices.” The Annals of Probability, vol. 53, no. 6, Institute of Mathematical Statistics, 2025, pp. 2256–308, doi:10.1214/25-aop1761.","ieee":"A. J. Campbell, G. Cipolloni, L. Erdös, and H. C. Ji, “On the spectral edge of non-Hermitian random matrices,” The Annals of Probability, vol. 53, no. 6. Institute of Mathematical Statistics, pp. 2256–2308, 2025.","short":"A.J. Campbell, G. Cipolloni, L. Erdös, H.C. Ji, The Annals of Probability 53 (2025) 2256–2308.","ista":"Campbell AJ, Cipolloni G, Erdös L, Ji HC. 2025. On the spectral edge of non-Hermitian random matrices. The Annals of Probability. 53(6), 2256–2308.","apa":"Campbell, A. J., Cipolloni, G., Erdös, L., & Ji, H. C. (2025). On the spectral edge of non-Hermitian random matrices. The Annals of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/25-aop1761","ama":"Campbell AJ, Cipolloni G, Erdös L, Ji HC. On the spectral edge of non-Hermitian random matrices. The Annals of Probability. 2025;53(6):2256-2308. doi:10.1214/25-aop1761","chicago":"Campbell, Andrew J, Giorgio Cipolloni, László Erdös, and Hong Chang Ji. “On the Spectral Edge of Non-Hermitian Random Matrices.” The Annals of Probability. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/25-aop1761."},"publication":"The Annals of Probability","page":"2256-2308","volume":53,"_id":"21271","main_file_link":[{"open_access":"1","url":"https://doi.org/10.48550/arXiv.2404.17512"}],"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","date_updated":"2026-02-18T08:35:38Z","oa":1,"title":"On the spectral edge of non-Hermitian random matrices","OA_type":"green","date_published":"2025-11-01T00:00:00Z","status":"public","publication_status":"published","type":"journal_article","month":"11","publisher":"Institute of Mathematical Statistics","year":"2025","article_processing_charge":"No","abstract":[{"lang":"eng","text":"For general non-Hermitian large random matrices X and deterministic deformation matrices A, we prove that the local eigenvalue statistics of A+X close to the typical edge points of its spectrum are universal. Furthermore, we show that, under natural assumptions, on A the spectrum of A+X does not have outliers at a distance larger than the natural fluctuation scale of the eigenvalues. As a consequence, the number of eigenvalues in each component of Spec(A+X) is deterministic."}],"project":[{"grant_number":"101020331","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"author":[{"id":"582b06a9-1f1c-11ee-b076-82ffce00dde4","first_name":"Andrew J","last_name":"Campbell","full_name":"Campbell, Andrew J"},{"last_name":"Cipolloni","full_name":"Cipolloni, Giorgio","orcid":"0000-0002-4901-7992","first_name":"Giorgio","id":"42198EFA-F248-11E8-B48F-1D18A9856A87"},{"id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0001-5366-9603","first_name":"László","last_name":"Erdös","full_name":"Erdös, László"},{"first_name":"Hong Chang","id":"dd216c0a-c1f9-11eb-beaf-e9ea9d2de76d","full_name":"Ji, Hong Chang","last_name":"Ji"}],"department":[{"_id":"LaEr"}],"article_type":"original","fulldoi":"https://doi.org/10.1214/25-aop1761","corr_author":"1","ec_funded":1,"OA_place":"repository","day":"01","oa_version":"Preprint","publication_identifier":{"issn":["0091-1798"],"eissn":["2168-894X"]}},{"month":"02","project":[{"grant_number":"101020331","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"abstract":[{"text":"We prove a universal mesoscopic central limit theorem for linear eigenvalue statistics of a Wigner-type matrix inside the bulk of the spectrum with compactly supported twice continuously differentiable test functions. The main novel ingredient is an optimal local law for the two-point function $T(z,\\zeta)$ and a general class of related quantities involving two resolvents at nearby spectral parameters.","lang":"eng"},{"text":"On établit un théorème limite central universel pour les statistiques linéaires mésoscopiques des valeurs propres d’une matrice de type Wigner au milieu du spectre, avec des fonctions de classe \r\n et à support compact. La principale nouveauté de cette approche est qu’elle repose sur une loi locale optimale pour la fonction à deux points $T(z,\\zeta)$ , ainsi que pour une classe plus générale d’observables impliquant deux résolvantes évaluées en des paramètres proches.","lang":"fre"}],"year":"2025","article_processing_charge":"No","publisher":"Institute of Mathematical Statistics","publication_status":"published","status":"public","date_published":"2025-02-01T00:00:00Z","type":"journal_article","day":"01","publication_identifier":{"issn":["0246-0203"]},"oa_version":"Preprint","article_type":"original","department":[{"_id":"GradSch"},{"_id":"LaEr"}],"author":[{"first_name":"Volodymyr","id":"1949f904-edfb-11eb-afb5-e2dfddabb93b","full_name":"Riabov, Volodymyr","last_name":"Riabov"}],"ec_funded":1,"OA_place":"repository","corr_author":"1","fulldoi":"https://doi.org/10.1214/23-AIHP1438","date_created":"2024-03-20T09:41:04Z","acknowledgement":"I would like to express my gratitude to László Erdős for suggesting the project and supervising my work. I am also thankful to Yuanyuan Xu and Oleksii Kolupaiev for many helpful discussions. Furthermore, I am grateful to Guillaume Dubach for translating the abstract into French.\r\nThe author was supported by the ERC Advanced Grant “RMTBeyond” No. 101020331.","quality_controlled":"1","external_id":{"arxiv":["2301.01712"],"isi":["001427953600004"]},"issue":"1","intvolume":" 61","isi":1,"language":[{"iso":"eng"}],"doi":"10.1214/23-AIHP1438","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","main_file_link":[{"open_access":"1","url":"https://doi.org/10.48550/arXiv.2301.01712"}],"oa":1,"OA_type":"green","title":"Mesoscopic eigenvalue statistics for Wigner-type matrices","scopus_import":"1","date_updated":"2025-05-19T13:54:31Z","publication":"Annales de l'institut Henri Poincare (B) Probability and Statistics","arxiv":1,"citation":{"ama":"Riabov V. Mesoscopic eigenvalue statistics for Wigner-type matrices. Annales de l’institut Henri Poincare (B) Probability and Statistics. 2025;61(1):129-154. doi:10.1214/23-AIHP1438","chicago":"Riabov, Volodymyr. “Mesoscopic Eigenvalue Statistics for Wigner-Type Matrices.” Annales de l’institut Henri Poincare (B) Probability and Statistics. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/23-AIHP1438.","apa":"Riabov, V. (2025). Mesoscopic eigenvalue statistics for Wigner-type matrices. Annales de l’institut Henri Poincare (B) Probability and Statistics. Institute of Mathematical Statistics. https://doi.org/10.1214/23-AIHP1438","short":"V. Riabov, Annales de l’institut Henri Poincare (B) Probability and Statistics 61 (2025) 129–154.","ista":"Riabov V. 2025. Mesoscopic eigenvalue statistics for Wigner-type matrices. Annales de l’institut Henri Poincare (B) Probability and Statistics. 61(1), 129–154.","ieee":"V. Riabov, “Mesoscopic eigenvalue statistics for Wigner-type matrices,” Annales de l’institut Henri Poincare (B) Probability and Statistics, vol. 61, no. 1. Institute of Mathematical Statistics, pp. 129–154, 2025.","mla":"Riabov, Volodymyr. “Mesoscopic Eigenvalue Statistics for Wigner-Type Matrices.” Annales de l’institut Henri Poincare (B) Probability and Statistics, vol. 61, no. 1, Institute of Mathematical Statistics, 2025, pp. 129–54, doi:10.1214/23-AIHP1438."},"_id":"15128","volume":61,"page":"129-154"},{"publisher":"World Scientific Publishing","article_processing_charge":"No","year":"2025","abstract":[{"lang":"eng","text":"In this paper, we provide a rate of convergence for a version of the Carathéodory convergence for the multiple SLE model with a Dyson Brownian motion driver towards its hydrodynamic limit, for β=1 and β=2. The results are obtained by combining techniques from the field of Schramm–Loewner Evolutions with modern techniques from random matrices. Our approach shows how one can apply modern tools used in the proof of universality in random matrix theory to the field of Schramm–Loewner Evolutions."}],"month":"01","type":"journal_article","date_published":"2025-01-01T00:00:00Z","status":"public","publication_status":"published","oa_version":"Preprint","publication_identifier":{"eissn":["2010-3271"],"issn":["2010-3263"]},"day":"01","fulldoi":"https://doi.org/10.1142/S201032632450028X","OA_place":"repository","author":[{"first_name":"Andrew J","id":"582b06a9-1f1c-11ee-b076-82ffce00dde4","full_name":"Campbell, Andrew J","last_name":"Campbell"},{"last_name":"Luh","full_name":"Luh, Kyle","first_name":"Kyle"},{"last_name":"Margarint","full_name":"Margarint, Vlad","first_name":"Vlad"}],"department":[{"_id":"LaEr"}],"article_type":"original","issue":"1","article_number":"2450028","external_id":{"arxiv":["2301.04722"],"isi":["001397136000001"]},"quality_controlled":"1","date_created":"2025-01-26T23:01:49Z","doi":"10.1142/S201032632450028X","language":[{"iso":"eng"}],"isi":1,"intvolume":" 14","date_updated":"2025-07-10T11:51:29Z","scopus_import":"1","OA_type":"green","oa":1,"title":"Rate of convergence in multiple SLE using random matrix theory","main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2301.04722","open_access":"1"}],"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","volume":14,"_id":"18880","arxiv":1,"citation":{"ista":"Campbell AJ, Luh K, Margarint V. 2025. Rate of convergence in multiple SLE using random matrix theory. Random Matrices: Theory and Application. 14(1), 2450028.","short":"A.J. Campbell, K. Luh, V. Margarint, Random Matrices: Theory and Application 14 (2025).","mla":"Campbell, Andrew J., et al. “Rate of Convergence in Multiple SLE Using Random Matrix Theory.” Random Matrices: Theory and Application, vol. 14, no. 1, 2450028, World Scientific Publishing, 2025, doi:10.1142/S201032632450028X.","ieee":"A. J. Campbell, K. Luh, and V. Margarint, “Rate of convergence in multiple SLE using random matrix theory,” Random Matrices: Theory and Application, vol. 14, no. 1. World Scientific Publishing, 2025.","chicago":"Campbell, Andrew J, Kyle Luh, and Vlad Margarint. “Rate of Convergence in Multiple SLE Using Random Matrix Theory.” Random Matrices: Theory and Application. World Scientific Publishing, 2025. https://doi.org/10.1142/S201032632450028X.","ama":"Campbell AJ, Luh K, Margarint V. Rate of convergence in multiple SLE using random matrix theory. Random Matrices: Theory and Application. 2025;14(1). doi:10.1142/S201032632450028X","apa":"Campbell, A. J., Luh, K., & Margarint, V. (2025). Rate of convergence in multiple SLE using random matrix theory. Random Matrices: Theory and Application. World Scientific Publishing. https://doi.org/10.1142/S201032632450028X"},"publication":"Random Matrices: Theory and Application"},{"month":"01","publisher":"Institute of Mathematical Statistics","year":"2025","article_processing_charge":"No","abstract":[{"text":"We consider fluctuations of the largest eigenvalues of the random matrix model A + UBU∗ where A and B are N × N deterministic Hermitian (or symmetric) matrices and U is a Haar-distributed unitary (or orthogonal) matrix. We prove that the largest eigenvalue weakly converges to the GUE (or GOE) Tracy–Widom distribution, under mild assumptions on A and B to\r\nguarantee that the density of states of the model decays as square root around\r\nthe upper edge. Our proof is based on the comparison of the Green function\r\nalong the Dyson Brownian motion starting from the matrix A + UBU∗ and\r\nending at time N−1/3+o(1). As a byproduct of our proof, we also prove an\r\noptimal local law for the Dyson Brownian motion up to the constant time\r\nscale.","lang":"eng"}],"project":[{"grant_number":"101020331","name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"date_published":"2025-01-19T00:00:00Z","status":"public","publication_status":"published","type":"journal_article","day":"19","oa_version":"Preprint","publication_identifier":{"issn":["0091-1798"]},"author":[{"full_name":"Ji, Hong Chang","last_name":"Ji","id":"dd216c0a-c1f9-11eb-beaf-e9ea9d2de76d","first_name":"Hong Chang"},{"full_name":"Park, Jaewhi","last_name":"Park","first_name":"Jaewhi"}],"department":[{"_id":"LaEr"}],"article_type":"original","fulldoi":"https://doi.org/10.1214/24-aop1705","corr_author":"1","OA_place":"repository","ec_funded":1,"quality_controlled":"1","acknowledgement":"The work of H.C. Ji was partially supported by ERC Advanced Grant “RMTBeyond” No. 101020331. The work of J. Park was partially supported by National Research Foundation of Korea under grant number NRF-2019R1A5A1028324. The authors would like to thank Ji Oon Lee for helpful discussions.","date_created":"2025-02-17T09:32:16Z","issue":"1","external_id":{"arxiv":["2110.05147"],"isi":["001407834700007"]},"isi":1,"intvolume":" 53","doi":"10.1214/24-aop1705","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2110.05147","open_access":"1"}],"user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","date_updated":"2025-09-30T10:32:51Z","scopus_import":"1","oa":1,"OA_type":"green","title":"Tracy-Widom limit for free sum of random matrices","arxiv":1,"citation":{"apa":"Ji, H. C., & Park, J. (2025). Tracy-Widom limit for free sum of random matrices. The Annals of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/24-aop1705","ama":"Ji HC, Park J. Tracy-Widom limit for free sum of random matrices. The Annals of Probability. 2025;53(1):239-298. doi:10.1214/24-aop1705","chicago":"Ji, Hong Chang, and Jaewhi Park. “Tracy-Widom Limit for Free Sum of Random Matrices.” The Annals of Probability. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/24-aop1705.","mla":"Ji, Hong Chang, and Jaewhi Park. “Tracy-Widom Limit for Free Sum of Random Matrices.” The Annals of Probability, vol. 53, no. 1, Institute of Mathematical Statistics, 2025, pp. 239–98, doi:10.1214/24-aop1705.","ieee":"H. C. Ji and J. Park, “Tracy-Widom limit for free sum of random matrices,” The Annals of Probability, vol. 53, no. 1. Institute of Mathematical Statistics, pp. 239–298, 2025.","short":"H.C. Ji, J. Park, The Annals of Probability 53 (2025) 239–298.","ista":"Ji HC, Park J. 2025. Tracy-Widom limit for free sum of random matrices. The Annals of Probability. 53(1), 239–298."},"publication":"The Annals of Probability","page":"239 - 298","volume":53,"_id":"19039"},{"publication_identifier":{"eissn":["1431-0643"],"issn":["1431-0635"]},"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","has_accepted_license":"1","day":"20","OA_place":"publisher","ec_funded":1,"corr_author":"1","fulldoi":"https://doi.org/10.4171/DM/999","article_type":"original","department":[{"_id":"LaEr"}],"author":[{"last_name":"Erdös","full_name":"Erdös, László","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","first_name":"László","orcid":"0000-0001-5366-9603"},{"last_name":"Ji","full_name":"Ji, Hong Chang","first_name":"Hong Chang"}],"project":[{"name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020","_id":"62796744-2b32-11ec-9570-940b20777f1d","grant_number":"101020331"}],"abstract":[{"lang":"eng","text":"We consider the Brown measure of the free circular Brownian motion, a+t√x , with an arbitrary initial condition a , i.e. a is a general non-normal operator and x is a circular element ∗ -free from a . We prove that, under a mild assumption on a , the density of the Brown measure has one of the following two types of behavior around each point on the boundary of its support -- either (i) sharp cut, i.e. a jump discontinuity along the boundary, or (ii) quadratic decay at certain critical points on the boundary. Our result is in direct analogy with the previously known phenomenon for the spectral density of free semicircular Brownian motion, whose singularities are either a square-root edge or a cubic cusp. We also provide several examples and counterexamples, one of which shows that our assumption on a is necessary."}],"year":"2025","article_processing_charge":"Yes","publisher":"EMS Press","month":"03","file_date_updated":"2025-04-07T11:21:13Z","type":"journal_article","publication_status":"published","status":"public","date_published":"2025-03-20T00:00:00Z","OA_type":"gold","title":"Density of Brown measure of free circular Brownian motion","oa":1,"DOAJ_listed":"1","scopus_import":"1","date_updated":"2025-09-30T11:28:02Z","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","_id":"19500","volume":30,"page":"417-453","publication":"Documenta Mathematica","file":[{"checksum":"97a02d18c05f2b9f2048747b140e7d43","creator":"dernst","success":1,"file_id":"19523","file_size":1366865,"content_type":"application/pdf","file_name":"2025_DocumentaMathematica_Erdoes.pdf","relation":"main_file","date_updated":"2025-04-07T11:21:13Z","date_created":"2025-04-07T11:21:13Z","access_level":"open_access"}],"arxiv":1,"citation":{"ama":"Erdös L, Ji HC. Density of Brown measure of free circular Brownian motion. Documenta Mathematica. 2025;30(2):417-453. doi:10.4171/DM/999","chicago":"Erdös, László, and Hong Chang Ji. “Density of Brown Measure of Free Circular Brownian Motion.” Documenta Mathematica. EMS Press, 2025. https://doi.org/10.4171/DM/999.","apa":"Erdös, L., & Ji, H. C. (2025). Density of Brown measure of free circular Brownian motion. Documenta Mathematica. EMS Press. https://doi.org/10.4171/DM/999","short":"L. Erdös, H.C. Ji, Documenta Mathematica 30 (2025) 417–453.","ista":"Erdös L, Ji HC. 2025. Density of Brown measure of free circular Brownian motion. Documenta Mathematica. 30(2), 417–453.","mla":"Erdös, László, and Hong Chang Ji. “Density of Brown Measure of Free Circular Brownian Motion.” Documenta Mathematica, vol. 30, no. 2, EMS Press, 2025, pp. 417–53, doi:10.4171/DM/999.","ieee":"L. Erdös and H. C. Ji, “Density of Brown measure of free circular Brownian motion,” Documenta Mathematica, vol. 30, no. 2. EMS Press, pp. 417–453, 2025."},"external_id":{"isi":["001450119900005"],"arxiv":["2307.08626"]},"issue":"2","date_created":"2025-04-06T22:01:32Z","acknowledgement":"We thank Ping Zhong for pointing out references [15,19] and providing helpful comments. We also thank the anonymous referee for many valuable comments and proposals to streamline the presentation. This work was partially supported by ERC Advanced Grant “RMTBeyond” No. 10102033.","quality_controlled":"1","language":[{"iso":"eng"}],"doi":"10.4171/DM/999","ddc":["510"],"intvolume":" 30","isi":1},{"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","OA_type":"hybrid","title":"Linear Eigenvalue statistics at the cusp","oa":1,"scopus_import":"1","date_updated":"2026-04-07T12:32:19Z","publication":"Probability Theory and Related Fields","citation":{"apa":"Riabov, V. (2025). Linear Eigenvalue statistics at the cusp. Probability Theory and Related Fields. Springer Nature. https://doi.org/10.1007/s00440-025-01373-w","chicago":"Riabov, Volodymyr. “Linear Eigenvalue Statistics at the Cusp.” Probability Theory and Related Fields. Springer Nature, 2025. https://doi.org/10.1007/s00440-025-01373-w.","ama":"Riabov V. Linear Eigenvalue statistics at the cusp. Probability Theory and Related Fields. 2025;193:1183-1237. doi:10.1007/s00440-025-01373-w","ieee":"V. Riabov, “Linear Eigenvalue statistics at the cusp,” Probability Theory and Related Fields, vol. 193. Springer Nature, pp. 1183–1237, 2025.","mla":"Riabov, Volodymyr. “Linear Eigenvalue Statistics at the Cusp.” Probability Theory and Related Fields, vol. 193, Springer Nature, 2025, pp. 1183–237, doi:10.1007/s00440-025-01373-w.","ista":"Riabov V. 2025. Linear Eigenvalue statistics at the cusp. Probability Theory and Related Fields. 193, 1183–1237.","short":"V. Riabov, Probability Theory and Related Fields 193 (2025) 1183–1237."},"file":[{"date_created":"2025-12-30T13:10:05Z","access_level":"open_access","file_size":919213,"file_id":"20916","relation":"main_file","file_name":"2025_ProbTheoryRelatFields_Riabov.pdf","content_type":"application/pdf","date_updated":"2025-12-30T13:10:05Z","success":1,"checksum":"700229b280725c0d6aad0d71362cce5f","creator":"dernst"}],"arxiv":1,"_id":"19598","volume":193,"page":"1183-1237","date_created":"2025-04-20T22:01:28Z","acknowledgement":"I would like to express my gratitude to László Erdős for his careful guidance and supervision of my work. I am also thankful to Jana Reker and Joscha Henheik for many helpful discussions. Open access funding provided by Institute of Science and Technology (IST Austria).","quality_controlled":"1","external_id":{"arxiv":["2307.07432"],"isi":["001466997300001"]},"ddc":["510"],"intvolume":" 193","isi":1,"language":[{"iso":"eng"}],"doi":"10.1007/s00440-025-01373-w","day":"01","has_accepted_license":"1","publication_identifier":{"eissn":["1432-2064"],"issn":["0178-8051"]},"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","article_type":"original","related_material":{"record":[{"status":"public","relation":"dissertation_contains","id":"20575"}]},"author":[{"first_name":"Volodymyr","id":"1949f904-edfb-11eb-afb5-e2dfddabb93b","last_name":"Riabov","full_name":"Riabov, Volodymyr"}],"department":[{"_id":"LaEr"}],"OA_place":"publisher","corr_author":"1","fulldoi":"https://doi.org/10.1007/s00440-025-01373-w","month":"12","abstract":[{"text":"We establish universal Gaussian fluctuations for the mesoscopic linear eigenvalue statistics in the vicinity of the cusp-like singularities of the limiting spectral density for Wigner-type random matrices. Prior to this work, the linear eigenvalue statistics at the cusp-like singularities were not studied in any ensemble. Our analysis covers not only the exact cusps but the entire transitionary regime from the square-root singularity at a regular edge through the sharp cusp to the bulk. We identify a new one-parameter family of functionals that govern the limiting bias and variance, continuously interpolating between the previously known formulas in the bulk and at a regular edge. Since cusps are the only possible singularities besides the regular edges, our result gives a complete description of the linear eigenvalue statistics in all regimes.","lang":"eng"}],"article_processing_charge":"Yes (via OA deal)","year":"2025","PlanS_conform":"1","publisher":"Springer Nature","publication_status":"published","date_published":"2025-12-01T00:00:00Z","status":"public","file_date_updated":"2025-12-30T13:10:05Z","type":"journal_article"},{"date_created":"2025-05-25T22:16:59Z","acknowledgement":"Open access funding provided by Institute of Science and Technology (IST Austria). Supported by ERC Advanced Grant “RMTBeyond” No. 101020331.","quality_controlled":"1","external_id":{"isi":["001493091900001"]},"article_number":"050603","ddc":["500"],"isi":1,"language":[{"iso":"eng"}],"doi":"10.1007/s00440-025-01384-7","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","main_file_link":[{"url":"https://doi.org/10.1007/s00440-025-01384-7","open_access":"1"}],"title":"Non–Hermitian spectral universality at critical points","oa":1,"OA_type":"hybrid","scopus_import":"1","date_updated":"2026-06-18T18:17:57Z","publication":"Probability Theory and Related Fields","citation":{"apa":"Cipolloni, G., Erdös, L., & Ji, H. C. (2025). Non–Hermitian spectral universality at critical points. Probability Theory and Related Fields. Springer Nature. https://doi.org/10.1007/s00440-025-01384-7","chicago":"Cipolloni, Giorgio, László Erdös, and Hong Chang Ji. “Non–Hermitian Spectral Universality at Critical Points.” Probability Theory and Related Fields. Springer Nature, 2025. https://doi.org/10.1007/s00440-025-01384-7.","ama":"Cipolloni G, Erdös L, Ji HC. Non–Hermitian spectral universality at critical points. Probability Theory and Related Fields. 2025. doi:10.1007/s00440-025-01384-7","mla":"Cipolloni, Giorgio, et al. “Non–Hermitian Spectral Universality at Critical Points.” Probability Theory and Related Fields, 050603, Springer Nature, 2025, doi:10.1007/s00440-025-01384-7.","ieee":"G. Cipolloni, L. Erdös, and H. C. Ji, “Non–Hermitian spectral universality at critical points,” Probability Theory and Related Fields. Springer Nature, 2025.","ista":"Cipolloni G, Erdös L, Ji HC. 2025. Non–Hermitian spectral universality at critical points. Probability Theory and Related Fields., 050603.","short":"G. Cipolloni, L. Erdös, H.C. Ji, Probability Theory and Related Fields (2025)."},"_id":"19737","month":"01","project":[{"name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020","_id":"62796744-2b32-11ec-9570-940b20777f1d","grant_number":"101020331"}],"abstract":[{"lang":"eng","text":"For general large non–Hermitian random matrices X and deterministic normal deformations A, we prove that the local eigenvalue statistics of A + X close to the critical edge points of its spectrum are universal. This concludes the proof of the third and last remaining typical universality class for non–Hermitian random matrices (for normal deformations), after bulk and sharp edge universalities have been established in recent years."}],"year":"2025","article_processing_charge":"Yes (via OA deal)","publisher":"Springer Nature","publication_status":"epub_ahead","status":"public","date_published":"2025-01-01T00:00:00Z","type":"journal_article","day":"01","publication_identifier":{"issn":["0178-8051"],"eissn":["1432-2064"]},"oa_version":"Published Version","article_type":"original","author":[{"id":"42198EFA-F248-11E8-B48F-1D18A9856A87","first_name":"Giorgio","orcid":"0000-0002-4901-7992","full_name":"Cipolloni, Giorgio","last_name":"Cipolloni"},{"orcid":"0000-0001-5366-9603","first_name":"László","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","last_name":"Erdös","full_name":"Erdös, László"},{"first_name":"Hong Chang","last_name":"Ji","full_name":"Ji, Hong Chang"}],"department":[{"_id":"LaEr"}],"OA_place":"publisher","ec_funded":1,"corr_author":"1","fulldoi":"https://doi.org/10.1007/s00440-025-01384-7"},{"date_updated":"2025-09-30T14:07:19Z","OA_type":"gold","oa":1,"title":"Extreme eigenvalues of Laplacian random matrices with Gaussian entries","DOAJ_listed":"1","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","page":"1-52","volume":30,"_id":"20046","arxiv":1,"file":[{"creator":"dernst","checksum":"a7a9f2bb7a6295786c16d4c7bd612621","success":1,"date_updated":"2025-07-23T08:35:53Z","content_type":"application/pdf","relation":"main_file","file_name":"2025_ElectronJourProbab_Campbell.pdf","file_id":"20069","file_size":580591,"access_level":"open_access","date_created":"2025-07-23T08:35:53Z"}],"citation":{"mla":"Campbell, Andrew J., et al. “Extreme Eigenvalues of Laplacian Random Matrices with Gaussian Entries.” Electronic Journal of Probability, vol. 30, Institute of Mathematical Statistics, 2025, pp. 1–52, doi:10.1214/25-ejp1366.","ieee":"A. J. Campbell, K. Luh, S. O’Rourke, S. Arenas-Velilla, and V. Perez-Abreu, “Extreme eigenvalues of Laplacian random matrices with Gaussian entries,” Electronic Journal of Probability, vol. 30. Institute of Mathematical Statistics, pp. 1–52, 2025.","short":"A.J. Campbell, K. Luh, S. O’Rourke, S. Arenas-Velilla, V. Perez-Abreu, Electronic Journal of Probability 30 (2025) 1–52.","ista":"Campbell AJ, Luh K, O’Rourke S, Arenas-Velilla S, Perez-Abreu V. 2025. Extreme eigenvalues of Laplacian random matrices with Gaussian entries. Electronic Journal of Probability. 30, 1–52.","apa":"Campbell, A. J., Luh, K., O’Rourke, S., Arenas-Velilla, S., & Perez-Abreu, V. (2025). Extreme eigenvalues of Laplacian random matrices with Gaussian entries. Electronic Journal of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/25-ejp1366","ama":"Campbell AJ, Luh K, O’Rourke S, Arenas-Velilla S, Perez-Abreu V. Extreme eigenvalues of Laplacian random matrices with Gaussian entries. Electronic Journal of Probability. 2025;30:1-52. doi:10.1214/25-ejp1366","chicago":"Campbell, Andrew J, Kyle Luh, Sean O’Rourke, Santiago Arenas-Velilla, and Victor Perez-Abreu. “Extreme Eigenvalues of Laplacian Random Matrices with Gaussian Entries.” Electronic Journal of Probability. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/25-ejp1366."},"publication":"Electronic Journal of Probability","external_id":{"arxiv":["2211.17175"],"isi":["001540927000024"]},"quality_controlled":"1","date_created":"2025-07-21T08:06:18Z","acknowledgement":"The authors thank Santiago Arenas-Velilla and Victor Pérez-Abreu for comments on an earlier draft of this manuscript and for contributing Appendix A. The authors also thank Yan Fyodorov for providing useful references.\r\nA. Campbell was partially supported by the European Research Council Grant No. 101020331. K. Luh was supported in part by the Ralph E. Powe Junior Faculty Enhancement Award and Simons Foundation Grant MP-TSM-00001988. S. O’Rourke has been supported in part by NSF CAREER grant DMS-2143142. ","doi":"10.1214/25-ejp1366","language":[{"iso":"eng"}],"intvolume":" 30","isi":1,"ddc":["510"],"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","publication_identifier":{"eissn":["1083-6489"]},"has_accepted_license":"1","day":"27","corr_author":"1","fulldoi":"https://doi.org/10.1214/25-ejp1366","ec_funded":1,"OA_place":"publisher","department":[{"_id":"LaEr"}],"author":[{"id":"582b06a9-1f1c-11ee-b076-82ffce00dde4","first_name":"Andrew J","last_name":"Campbell","full_name":"Campbell, Andrew J"},{"last_name":"Luh","full_name":"Luh, Kyle","first_name":"Kyle"},{"full_name":"O’Rourke, Sean","last_name":"O’Rourke","first_name":"Sean"},{"first_name":"Santiago","last_name":"Arenas-Velilla","full_name":"Arenas-Velilla, Santiago"},{"first_name":"Victor","last_name":"Perez-Abreu","full_name":"Perez-Abreu, Victor"}],"article_type":"original","article_processing_charge":"Yes","year":"2025","publisher":"Institute of Mathematical Statistics","project":[{"grant_number":"101020331","_id":"62796744-2b32-11ec-9570-940b20777f1d","name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020"}],"abstract":[{"text":"A Laplacian matrix is a real symmetric matrix whose row and column sums are zero. We investigate the limiting distribution of the largest eigenvalues of a Laplacian random matrix with Gaussian entries. Unlike many classical matrix ensembles, this random matrix model contains dependent entries. Our main results show that the extreme eigenvalues of this model exhibit Poisson statistics. In particular, after properly shifting and scaling, we show that the largest eigenvalue converges to the Gumbel distribution as the dimension of the matrix tends to infinity. While the largest diagonal entry is also shown to have Gumbel fluctuations, there is a rather surprising difference between its deterministic centering term and the centering term required for the largest eigenvalues.","lang":"eng"}],"month":"06","type":"journal_article","file_date_updated":"2025-07-23T08:35:53Z","date_published":"2025-06-27T00:00:00Z","status":"public","publication_status":"published"},{"issue":"10","article_number":"253","external_id":{"isi":["001565019000005"],"arxiv":["2410.06813"]},"quality_controlled":"1","acknowledgement":"We thank Giorgio Cipolloni for many productive discussions and the anonymous referees for several useful suggestions and spotting some typos. Open access funding provided by Institute of Science and Technology (IST Austria).","date_created":"2025-09-10T05:38:17Z","doi":"10.1007/s00220-025-05417-z","language":[{"iso":"eng"}],"intvolume":" 406","isi":1,"ddc":["510"],"scopus_import":"1","date_updated":"2026-04-07T12:32:19Z","OA_type":"hybrid","oa":1,"title":"Cusp universality for correlated random matrices","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","_id":"20322","volume":406,"file":[{"file_name":"2025_CommMathPhysics_Erdoes.pdf","content_type":"application/pdf","relation":"main_file","file_id":"20336","file_size":1465827,"date_updated":"2025-09-10T07:48:21Z","access_level":"open_access","date_created":"2025-09-10T07:48:21Z","checksum":"abd32af7b8ca6dc5b9080823a433986b","creator":"dernst","success":1}],"arxiv":1,"citation":{"ista":"Erdös L, Henheik SJ, Riabov V. 2025. Cusp universality for correlated random matrices. Communications in Mathematical Physics. 406(10), 253.","short":"L. Erdös, S.J. Henheik, V. Riabov, Communications in Mathematical Physics 406 (2025).","mla":"Erdös, László, et al. “Cusp Universality for Correlated Random Matrices.” Communications in Mathematical Physics, vol. 406, no. 10, 253, Springer Nature, 2025, doi:10.1007/s00220-025-05417-z.","ieee":"L. Erdös, S. J. Henheik, and V. Riabov, “Cusp universality for correlated random matrices,” Communications in Mathematical Physics, vol. 406, no. 10. Springer Nature, 2025.","chicago":"Erdös, László, Sven Joscha Henheik, and Volodymyr Riabov. “Cusp Universality for Correlated Random Matrices.” Communications in Mathematical Physics. Springer Nature, 2025. https://doi.org/10.1007/s00220-025-05417-z.","ama":"Erdös L, Henheik SJ, Riabov V. Cusp universality for correlated random matrices. Communications in Mathematical Physics. 2025;406(10). doi:10.1007/s00220-025-05417-z","apa":"Erdös, L., Henheik, S. J., & Riabov, V. (2025). Cusp universality for correlated random matrices. Communications in Mathematical Physics. Springer Nature. https://doi.org/10.1007/s00220-025-05417-z"},"publication":"Communications in Mathematical Physics","year":"2025","article_processing_charge":"Yes (via OA deal)","publisher":"Springer Nature","PlanS_conform":"1","abstract":[{"text":"For correlated real symmetric or complex Hermitian random matrices, we prove that the local eigenvalue statistics at any cusp singularity are universal. Since the density of states typically exhibits only square root edge or cubic root cusp singularities, our result completes the proof of the Wigner–Dyson–Mehta universality conjecture in all spectral regimes for a very general class of random matrices. Previously only the bulk and the edge universality were established in this generality (Alt et al. in Ann Probab 48(2):963–1001, 2020), while cusp universality was proven only for Wigner-type matrices with independent entries (Cipolloni et al. in Pure Appl Anal 1:615–707, 2019; Erdős et al. in Commun. Math. Phys. 378:1203–1278, 2018). As our main technical input, we prove an optimal local law at the cusp using the Zigzag strategy, a recursive tandem of the characteristic flow method and a Green function comparison argument. Moreover, our proof of the optimal local law holds uniformly in the spectrum, thus we also provide a significantly simplified alternative proof of the local eigenvalue universality in the previously studied bulk (Erdős et al. in Forum Math. Sigma 7:E8, 2019) and edge (Alt et al. in Ann Probab 48(2):963–1001, 2020) regimes.","lang":"eng"}],"month":"09","type":"journal_article","file_date_updated":"2025-09-10T07:48:21Z","date_published":"2025-09-01T00:00:00Z","status":"public","publication_status":"published","oa_version":"Published Version","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"publication_identifier":{"eissn":["1432-0916"],"issn":["0010-3616"]},"has_accepted_license":"1","day":"01","corr_author":"1","fulldoi":"https://doi.org/10.1007/s00220-025-05417-z","OA_place":"publisher","related_material":{"record":[{"relation":"earlier_version","id":"19547","status":"public"},{"id":"20575","relation":"dissertation_contains","status":"public"}]},"department":[{"_id":"LaEr"}],"author":[{"id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","first_name":"László","orcid":"0000-0001-5366-9603","last_name":"Erdös","full_name":"Erdös, László"},{"last_name":"Henheik","full_name":"Henheik, Sven Joscha","orcid":"0000-0003-1106-327X","first_name":"Sven Joscha","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb"},{"first_name":"Volodymyr","id":"1949f904-edfb-11eb-afb5-e2dfddabb93b","full_name":"Riabov, Volodymyr","last_name":"Riabov"}],"article_type":"original"},{"language":[{"iso":"eng"}],"doi":"10.1007/s00440-025-01422-4","ddc":["500"],"isi":1,"external_id":{"isi":["001574640900001"],"arxiv":["2503.06549"]},"date_created":"2025-10-16T13:10:26Z","acknowledgement":"Open access funding provided by Institute of Science and Technology (IST Austria). Zhigang Bao Supported by Hong Kong RGC Grant GRF 16304724, NSFC12222121 and NSFC12271475. László Erdős, Joscha Henheik and Oleksii Kolupaiev Supported by the ERC Advanced Grant “RMTBeyond” No. 101020331.","quality_controlled":"1","_id":"20478","publication":"Probability Theory and Related Fields","citation":{"ama":"Bao Z, Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. Decorrelation transition in the Wigner minor process. Probability Theory and Related Fields. 2025. doi:10.1007/s00440-025-01422-4","chicago":"Bao, Zhigang, Giorgio Cipolloni, László Erdös, Sven Joscha Henheik, and Oleksii Kolupaiev. “Decorrelation Transition in the Wigner Minor Process.” Probability Theory and Related Fields. Springer Nature, 2025. https://doi.org/10.1007/s00440-025-01422-4.","apa":"Bao, Z., Cipolloni, G., Erdös, L., Henheik, S. J., & Kolupaiev, O. (2025). Decorrelation transition in the Wigner minor process. Probability Theory and Related Fields. Springer Nature. https://doi.org/10.1007/s00440-025-01422-4","short":"Z. Bao, G. Cipolloni, L. Erdös, S.J. Henheik, O. Kolupaiev, Probability Theory and Related Fields (2025).","ista":"Bao Z, Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. 2025. Decorrelation transition in the Wigner minor process. Probability Theory and Related Fields.","mla":"Bao, Zhigang, et al. “Decorrelation Transition in the Wigner Minor Process.” Probability Theory and Related Fields, Springer Nature, 2025, doi:10.1007/s00440-025-01422-4.","ieee":"Z. Bao, G. Cipolloni, L. Erdös, S. J. Henheik, and O. Kolupaiev, “Decorrelation transition in the Wigner minor process,” Probability Theory and Related Fields. Springer Nature, 2025."},"arxiv":1,"title":"Decorrelation transition in the Wigner minor process","OA_type":"hybrid","oa":1,"scopus_import":"1","date_updated":"2026-06-18T18:23:40Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/s00440-025-01422-4"}],"type":"journal_article","publication_status":"epub_ahead","status":"public","date_published":"2025-09-20T00:00:00Z","project":[{"grant_number":"101020331","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"abstract":[{"text":"We consider the Wigner minor process, i.e. the eigenvalues of an N\\times N Wigner matrix H^{(N)} together with the eigenvalues of all its n\\times n minors, H^{(n)}, n\\le N. The top eigenvalues of H^{(N)} and those of its immediate minor H^{(N-1)} are very strongly correlated, but this correlation becomes weaker for smaller minors H^{(N-k)} as k increases. For the GUE minor process the critical transition regime around k\\sim N^{2/3} was analyzed by Forrester and Nagao (J. Stat. Mech.: Theory and Experiment, 2011) providing an explicit formula for the nontrivial joint correlation function. We prove that this formula is universal, i.e. it holds for the Wigner minor process. Moreover, we give a complete analysis of the sub- and supercritical regimes both for eigenvalues and for the corresponding eigenvector overlaps, thus we prove the decorrelation transition in full generality.","lang":"eng"}],"year":"2025","article_processing_charge":"Yes (via OA deal)","publisher":"Springer Nature","PlanS_conform":"1","month":"09","ec_funded":1,"OA_place":"publisher","corr_author":"1","fulldoi":"https://doi.org/10.1007/s00440-025-01422-4","article_type":"original","author":[{"last_name":"Bao","full_name":"Bao, Zhigang","orcid":"0000-0003-3036-1475","first_name":"Zhigang","id":"442E6A6C-F248-11E8-B48F-1D18A9856A87"},{"last_name":"Cipolloni","full_name":"Cipolloni, Giorgio","id":"42198EFA-F248-11E8-B48F-1D18A9856A87","first_name":"Giorgio","orcid":"0000-0002-4901-7992"},{"full_name":"Erdös, László","last_name":"Erdös","first_name":"László","orcid":"0000-0001-5366-9603","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87"},{"first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","last_name":"Henheik","full_name":"Henheik, Sven Joscha"},{"full_name":"Kolupaiev, Oleksii","last_name":"Kolupaiev","orcid":"0000-0003-1491-4623","first_name":"Oleksii","id":"149b70d4-896a-11ed-bdf8-8c63fd44ca61"}],"department":[{"_id":"LaEr"}],"publication_identifier":{"eissn":["1432-2064"],"issn":["0178-8051"]},"oa_version":"Published Version","day":"20"},{"publication_status":"published","supervisor":[{"id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","first_name":"László","orcid":"0000-0001-5366-9603","full_name":"Erdös, László","last_name":"Erdös"}],"date_published":"2025-11-03T00:00:00Z","status":"public","file_date_updated":"2025-10-29T18:54:53Z","type":"dissertation","month":"11","project":[{"grant_number":"101020331","call_identifier":"H2020","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"abstract":[{"lang":"eng","text":"This thesis deals with eigenvalue and eigenvector universality results for random matrix ensembles equipped with non-trivial spatial structure. We consider both mean-field models with a general variance profile (Wigner-type matrices) and correlation structure (correlated matrices) among the entries, as well as non-mean-field random band matrices with bandwidth W >> N^(1/2).\r\n\r\nTo extract the universal properties of random matrix spectra and eigenvectors, we obtain concentration estimates for their resolvent, the local laws, which generalize the celebrated Wigner semicircle law for a broad class of random matrices to much finer spectral scales. The local laws hold for both a single resolvent as well as for products of multiple resolvents, known as resolvent chains, and express the remarkable approximately-deterministic behavior of these objects down to the microscopic scale.\r\n\r\nOur primary tool for establishing the local laws is the dynamical Zigzag strategy, which we develop in the setting of spatially-inhomogeneous random matrices. Our proof method systematically addresses the challenges arising from non-trivial spatial structures and is robust to all types of singularities in the spectrum, as we demonstrate in the correlated setting. Furthermore, we incorporate the analysis of the deterministic resolvent chain approximations into the dynamical framework of the Zigzag strategy, synthesizing a unified toolkit for establishing multi-resolvent local laws.\r\n\r\nUsing these methods, we prove complete eigenvector delocalization, the Eigenstate Thermalization Hypothesis, and Wigner-Dyson universality in the bulk for random band matrices down to the optimal bandwidth W >> N^(1/2). For mean-field ensembles, we establish universality of local eigenvalue statistics at the cups for random matrices with correlated entries, and the Eigenstate Thermalization Hypothesis for Wigner-type matrices in the bulk of the spectrum.\r\n\r\nFinally, this thesis also contains other applications of the multi-resolvent local laws to spatially-inhomogeneous random matrices, obtained prior to the development of the Zigzag strategy. In particular, we provide a complete analysis of mesoscopic linear-eigenvalue statistics of Wigner-type matrices in all spectral regimes, including the novel cusps, and rigorously establish the prethermalization phenomenon for deformed Wigner matrices.\r\n\r\nThe main body of this thesis consists of seven research papers (listed on page xi), each presented in a separate chapter with its own introduction and all relevant context, suitable to be read independently. We ask the reader’s indulgence for the repetitions in the historical overviews and other minor redundancies that remain among the chapters as a result. The overall Introduction, preceding the chapters, provides a condensed, informal summary of the main ideas and concepts at the core of these works.\r\n"}],"article_processing_charge":"No","year":"2025","publisher":"Institute of Science and Technology Austria","alternative_title":["ISTA Thesis"],"related_material":{"record":[{"status":"public","id":"20322","relation":"part_of_dissertation"},{"relation":"part_of_dissertation","id":"18764","status":"public"},{"status":"public","relation":"part_of_dissertation","id":"13317"},{"status":"deleted","relation":"part_of_dissertation","id":"19368"},{"status":"public","id":"18554","relation":"part_of_dissertation"},{"id":"20576","relation":"part_of_dissertation","status":"public"},{"status":"public","id":"17174","relation":"part_of_dissertation"},{"status":"public","id":"19547","relation":"part_of_dissertation"},{"status":"public","relation":"part_of_dissertation","id":"19598"}]},"author":[{"last_name":"Riabov","full_name":"Riabov, Volodymyr","id":"1949f904-edfb-11eb-afb5-e2dfddabb93b","first_name":"Volodymyr"}],"department":[{"_id":"GradSch"},{"_id":"LaEr"}],"ec_funded":1,"OA_place":"publisher","corr_author":"1","fulldoi":"https://doi.org/10.15479/AT-ISTA-20575","day":"3","has_accepted_license":"1","publication_identifier":{"isbn":["978-3-99078-064-0"],"issn":["2663-337X"]},"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"oa_version":"Published Version","degree_awarded":"PhD","ddc":["515","519"],"language":[{"iso":"eng"}],"doi":"10.15479/AT-ISTA-20575","acknowledgement":"The work comprising this thesis was supported by the ERC Advanced Grant \"RMTBeyond\"\r\nNo.101020331 awarded to my advisor.","date_created":"2025-10-29T19:12:24Z","file":[{"file_size":7536583,"file_id":"20577","content_type":"application/pdf","file_name":"riabov_thesis-pdfa.pdf","relation":"main_file","date_updated":"2025-10-29T18:53:59Z","date_created":"2025-10-29T18:53:59Z","access_level":"open_access","checksum":"6a0487b2b66bb35d44b394756d44b8b4","creator":"vriabov","success":1},{"checksum":"224efda6bf9864d296a1e5e0124c1e8f","creator":"vriabov","file_size":17841612,"file_id":"20578","relation":"source_file","file_name":"manuscript.zip","content_type":"application/x-zip-compressed","date_updated":"2025-10-29T18:54:53Z","date_created":"2025-10-29T18:54:53Z","access_level":"closed"}],"citation":{"chicago":"Riabov, Volodymyr. “Universality in Random Matrices with Spatial Structure.” Institute of Science and Technology Austria, 2025. https://doi.org/10.15479/AT-ISTA-20575.","ama":"Riabov V. Universality in random matrices with spatial structure. 2025. doi:10.15479/AT-ISTA-20575","apa":"Riabov, V. (2025). Universality in random matrices with spatial structure. Institute of Science and Technology Austria. https://doi.org/10.15479/AT-ISTA-20575","ista":"Riabov V. 2025. Universality in random matrices with spatial structure. Institute of Science and Technology Austria.","short":"V. Riabov, Universality in Random Matrices with Spatial Structure, Institute of Science and Technology Austria, 2025.","ieee":"V. Riabov, “Universality in random matrices with spatial structure,” Institute of Science and Technology Austria, 2025.","mla":"Riabov, Volodymyr. Universality in Random Matrices with Spatial Structure. Institute of Science and Technology Austria, 2025, doi:10.15479/AT-ISTA-20575."},"_id":"20575","page":"436","user_id":"ba8df636-2132-11f1-aed0-ed93e2281fdd","oa":1,"title":"Universality in random matrices with spatial structure","date_updated":"2026-04-07T12:32:20Z"},{"status":"public","date_published":"2025-06-06T00:00:00Z","publication_status":"draft","doi":"10.48550/ARXIV.2506.06441","type":"preprint","language":[{"iso":"eng"}],"month":"06","date_created":"2025-10-29T19:09:03Z","acknowledgement":" Supported by the ERC\r\nAdvanced Grant ”RMTBeyond” No. 101020331.","article_processing_charge":"No","year":"2025","project":[{"grant_number":"101020331","name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"abstract":[{"text":"We prove that a very general class of $N\\times N$ Hermitian random band matrices is in the delocalized phase when the band width $W$ exceeds the critical threshold, $W\\gg \\sqrt{N}$. In this regime, we show that, in the bulk spectrum, the eigenfunctions are fully delocalized, the eigenvalues follow the universal Wigner-Dyson statistics, and quantum unique ergodicity holds for general diagonal observables with an optimal convergence rate. Our results are valid for general variance profiles, arbitrary single entry distributions, in both real-symmetric and complex-Hermitian symmetry classes. In particular, our work substantially generalizes the recent breakthrough result of Yau and Yin [arXiv:2501.01718], obtained for a specific complex Hermitian Gaussian block band matrix. The main technical input is the optimal multi-resolvent local laws -- both in the averaged and fully isotropic form. We also generalize the $\\sqrtη$-rule from [arXiv:2012.13215] to exploit the additional effect of traceless observables. Our analysis is based on the zigzag strategy, complemented with a new global-scale estimate derived using the static version of the master inequalities, while the zig-step and the a priori estimates on the deterministic approximations are proven dynamically.","lang":"eng"}],"related_material":{"record":[{"status":"public","id":"20575","relation":"dissertation_contains"}]},"citation":{"mla":"Erdös, László, and Volodymyr Riabov. “The Zigzag Strategy for Random Band Matrices.” ArXiv, doi:10.48550/ARXIV.2506.06441.","ieee":"L. Erdös and V. Riabov, “The zigzag strategy for random band matrices,” arXiv. .","short":"L. Erdös, V. Riabov, ArXiv (n.d.).","ista":"Erdös L, Riabov V. The zigzag strategy for random band matrices. arXiv, 10.48550/ARXIV.2506.06441.","apa":"Erdös, L., & Riabov, V. (n.d.). The zigzag strategy for random band matrices. arXiv. https://doi.org/10.48550/ARXIV.2506.06441","ama":"Erdös L, Riabov V. The zigzag strategy for random band matrices. arXiv. doi:10.48550/ARXIV.2506.06441","chicago":"Erdös, László, and Volodymyr Riabov. “The Zigzag Strategy for Random Band Matrices.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2506.06441."},"author":[{"full_name":"Erdös, László","last_name":"Erdös","id":"4DBD5372-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0001-5366-9603","first_name":"László"},{"id":"1949f904-edfb-11eb-afb5-e2dfddabb93b","first_name":"Volodymyr","last_name":"Riabov","full_name":"Riabov, Volodymyr"}],"department":[{"_id":"GradSch"},{"_id":"LaEr"}],"publication":"arXiv","corr_author":"1","fulldoi":"https://doi.org/10.48550/ARXIV.2506.06441","OA_place":"repository","ec_funded":1,"_id":"20576","main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2506.06441","open_access":"1"}],"user_id":"8b945eb4-e2f2-11eb-945a-df72226e66a9","day":"06","date_updated":"2026-04-07T12:32:19Z","oa_version":"Preprint","title":"The zigzag strategy for random band matrices","oa":1},{"related_material":{"record":[{"id":"22255","relation":"dissertation_contains","status":"public"}]},"author":[{"last_name":"Henheik","full_name":"Henheik, Sven Joscha","first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb"},{"first_name":"Vadim","orcid":"0000-0002-6051-2628","id":"FE553552-CDE8-11E9-B324-C0EBE5697425","full_name":"Kaloshin, Vadim","last_name":"Kaloshin"},{"first_name":"Yunzhe","id":"41cb05d3-f128-11eb-9611-e4e2b3cfba31","full_name":"Li, Yunzhe","last_name":"Li"},{"last_name":"Vig","full_name":"Vig, Amir","first_name":"Amir","id":"49d58dd5-45f5-11ec-9f86-8ce1276989b9"}],"department":[{"_id":"VaKa"},{"_id":"LaEr"}],"OA_place":"repository","corr_author":"1","fulldoi":"https://doi.org/10.48550/ARXIV.2511.10398","day":"13","oa_version":"Preprint","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"publication_status":"draft","date_published":"2025-11-13T00:00:00Z","status":"public","type":"preprint","month":"11","abstract":[{"lang":"eng","text":"We show that Laplace isospectral deformations within a conformal class of generic Liouville metrics on the two-dimensional torus that are linear in the deformation parameter are necessarily trivial. Two of the main ingredients in our proof are a noncancellation result for the wave trace and an analysis of the second order variational formula for the energy functional associated to closed geodesics. Noncancellation allows us to detect parts of the length spectrum from the Laplace spectrum and conclude rational integrability for the deformed geodesic flow (Liouville metrics are folklorically conjectured to be the only Riemannian metrics with integrable geodesic flow on the torus). We then use the second variational formula to show how the preservation of a single rational torus is sufficient to conclude triviality of the deformation, assuming linearity. We also present some evidence that our hypothesis of linearity may indeed be necessary."}],"year":"2025","article_processing_charge":"No","publication":"arXiv","arxiv":1,"citation":{"apa":"Henheik, S. J., Kaloshin, V., Li, Y., & Vig, A. (n.d.). Spectral rigidity of Liouville tori. arXiv. https://doi.org/10.48550/ARXIV.2511.10398","chicago":"Henheik, Sven Joscha, Vadim Kaloshin, Yunzhe Li, and Amir Vig. “Spectral Rigidity of Liouville Tori.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2511.10398.","ama":"Henheik SJ, Kaloshin V, Li Y, Vig A. Spectral rigidity of Liouville tori. arXiv. doi:10.48550/ARXIV.2511.10398","mla":"Henheik, Sven Joscha, et al. “Spectral Rigidity of Liouville Tori.” ArXiv, doi:10.48550/ARXIV.2511.10398.","ieee":"S. J. Henheik, V. Kaloshin, Y. Li, and A. Vig, “Spectral rigidity of Liouville tori,” arXiv. .","ista":"Henheik SJ, Kaloshin V, Li Y, Vig A. Spectral rigidity of Liouville tori. arXiv, 10.48550/ARXIV.2511.10398.","short":"S.J. Henheik, V. Kaloshin, Y. Li, A. Vig, ArXiv (n.d.)."},"_id":"22340","user_id":"8b945eb4-e2f2-11eb-945a-df72226e66a9","main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2511.10398","open_access":"1"}],"OA_type":"green","title":"Spectral rigidity of Liouville tori","oa":1,"date_updated":"2026-07-20T14:58:23Z","language":[{"iso":"eng"}],"doi":"10.48550/ARXIV.2511.10398","date_created":"2026-07-14T12:51:50Z","keyword":["Differential Geometry (math.DG)","Mathematical Physics (math-ph)","Dynamical Systems (math.DS)","Spectral Theory (math.SP)","FOS: Mathematics","FOS: Mathematics","FOS: Physical sciences","FOS: Physical sciences","58J42","37J35","37J35","35P20","58J40","58J50","37D40"],"external_id":{"arxiv":["2511.10398"]}},{"language":[{"iso":"eng"}],"doi":"10.1017/etds.2024.48","ddc":["510"],"intvolume":" 45","isi":1,"external_id":{"isi":["001308182000001"]},"issue":"2","date_created":"2024-09-22T22:01:43Z","acknowledgement":"I am very grateful to Vadim Kaloshin for suggesting the topic, his guidance during this project, and many helpful comments on an earlier version of the manuscript. Moreover, I would like to thank Comlan Edmond Koudjinan and Volodymyr Riabov for interesting discussions. Partial financial support by the ERC Advanced Grant ‘RMTBeyond’ No. 101020331 is gratefully acknowledged. This project received funding from the European Research Council (ERC) ERC Grant No. 885707.","quality_controlled":"1","_id":"18112","volume":45,"page":"467-503","publication":"Ergodic Theory and Dynamical Systems","file":[{"date_updated":"2025-01-13T08:51:40Z","file_size":659100,"file_id":"18828","content_type":"application/pdf","file_name":"2025_ErgodicTheory_Henheik.pdf","relation":"main_file","date_created":"2025-01-13T08:51:40Z","access_level":"open_access","creator":"dernst","checksum":"650fe115d998fe0ac3a8d0c7519447c8","success":1}],"citation":{"ista":"Henheik SJ. 2025. Deformational rigidity of integrable metrics on the torus. Ergodic Theory and Dynamical Systems. 45(2), 467–503.","short":"S.J. Henheik, Ergodic Theory and Dynamical Systems 45 (2025) 467–503.","ieee":"S. J. Henheik, “Deformational rigidity of integrable metrics on the torus,” Ergodic Theory and Dynamical Systems, vol. 45, no. 2. Cambridge University Press, pp. 467–503, 2025.","mla":"Henheik, Sven Joscha. “Deformational Rigidity of Integrable Metrics on the Torus.” Ergodic Theory and Dynamical Systems, vol. 45, no. 2, Cambridge University Press, 2025, pp. 467–503, doi:10.1017/etds.2024.48.","chicago":"Henheik, Sven Joscha. “Deformational Rigidity of Integrable Metrics on the Torus.” Ergodic Theory and Dynamical Systems. Cambridge University Press, 2025. https://doi.org/10.1017/etds.2024.48.","ama":"Henheik SJ. Deformational rigidity of integrable metrics on the torus. Ergodic Theory and Dynamical Systems. 2025;45(2):467-503. doi:10.1017/etds.2024.48","apa":"Henheik, S. J. (2025). Deformational rigidity of integrable metrics on the torus. Ergodic Theory and Dynamical Systems. Cambridge University Press. https://doi.org/10.1017/etds.2024.48"},"oa":1,"OA_type":"hybrid","title":"Deformational rigidity of integrable metrics on the torus","scopus_import":"1","date_updated":"2026-07-29T13:18:16Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","file_date_updated":"2025-01-13T08:51:40Z","type":"journal_article","publication_status":"published","date_published":"2025-02-01T00:00:00Z","status":"public","project":[{"grant_number":"101020331","_id":"62796744-2b32-11ec-9570-940b20777f1d","name":"Random matrices beyond Wigner-Dyson-Mehta","call_identifier":"H2020"},{"call_identifier":"H2020","name":"Spectral rigidity and integrability for billiards and geodesic flows","_id":"9B8B92DE-BA93-11EA-9121-9846C619BF3A","grant_number":"885707"}],"abstract":[{"lang":"eng","text":"It is conjectured that the only integrable metrics on the two-dimensional torus are Liouville metrics. In this paper, we study a deformative version of this conjecture: we consider integrable deformations of a non-flat Liouville metric in a conformal class and show that for a fairly large class of such deformations, the deformed metric is again Liouville. The principal idea of the argument is that the preservation of rational invariant tori in the foliation of the phase space forces a linear combination on the Fourier coefficients of the deformation to vanish. Showing that the resulting linear system is non-degenerate will then yield the claim. Since our method of proof immediately carries over to higher dimensional tori, we obtain analogous statements in this more general case. To put our results in perspective, we review existing results about integrable metrics on the torus."}],"article_processing_charge":"Yes (via OA deal)","year":"2025","publisher":"Cambridge University Press","month":"02","OA_place":"publisher","ec_funded":1,"corr_author":"1","fulldoi":"https://doi.org/10.1017/etds.2024.48","article_type":"original","related_material":{"record":[{"id":"19540","relation":"dissertation_contains","status":"public"}]},"department":[{"_id":"LaEr"}],"author":[{"first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","full_name":"Henheik, Sven Joscha","last_name":"Henheik"}],"publication_identifier":{"issn":["0143-3857"],"eissn":["1469-4417"]},"oa_version":"Published Version","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","image":"/images/cc_by.png"},"has_accepted_license":"1","day":"01"}]