[{"article_type":"original","date_published":"2022-02-19T00:00:00Z","intvolume":"        18","title":"MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications","scopus_import":"1","_id":"10846","publication_identifier":{"issn":["1554-8627"],"eissn":["1554-8635"]},"oa":1,"department":[{"_id":"MaDe"}],"publisher":"Taylor & Francis","publication":"Autophagy","page":"1208-1210","external_id":{"isi":["000758859600001"],"pmid":["35188063"]},"pmid":1,"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1080/15548627.2022.2039523"}],"volume":18,"abstract":[{"text":"The Golgi apparatus regulates the process of modification and subcellular localization of macromolecules, including proteins and lipids. Aberrant protein sorting caused by defects in the Golgi leads to various diseases in mammals. However, the role of the Golgi apparatus in organismal longevity remained largely unknown. By employing a quantitative proteomic approach, we demonstrated that MON-2, an evolutionarily conserved Arf-GEF protein implicated in Golgi-to-endosome trafficking, promotes longevity via upregulating macroautophagy/autophagy in C. elegans. Our data using cultured mammalian cells indicate that MON2 translocates from the Golgi to the endosome under starvation conditions, subsequently increasing autophagic flux by binding LGG-1/GABARAPL2. Thus, Golgi-to-endosome trafficking appears to be an evolutionarily conserved process for the upregulation of autophagy, which contributes to organismal longevity.","lang":"eng"}],"OA_type":"free access","acknowledgement":"This work is funded by National Research Foundation of Korea (NRF) grants NRF-2019R1A3B2067745 from the Korean Government (Ministry of Science and Information and Communications Technology (S-J.V.L.). NRF-2017R1A5A1015366 (S.Y.P, S-J.V.L). Korea Institute of Science and Technology (KIST) intramural grant (C.L).","day":"19","fulldoi":"https://doi.org/10.1080/15548627.2022.2039523","doi":"10.1080/15548627.2022.2039523","year":"2022","quality_controlled":"1","publication_status":"published","type":"journal_article","author":[{"last_name":"Artan","id":"C407B586-6052-11E9-B3AE-7006E6697425","orcid":"0000-0001-8945-6992","full_name":"Artan, Murat","first_name":"Murat"},{"full_name":"Sohn, Jooyeon","first_name":"Jooyeon","last_name":"Sohn"},{"last_name":"Lee","first_name":"Cheolju","full_name":"Lee, Cheolju"},{"first_name":"Seung Yeol","full_name":"Park, Seung Yeol","last_name":"Park"},{"last_name":"Lee","full_name":"Lee, Seung Jae V.","first_name":"Seung Jae V."}],"citation":{"ista":"Artan M, Sohn J, Lee C, Park SY, Lee SJV. 2022. MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications. Autophagy. 18(5), 1208–1210.","short":"M. Artan, J. Sohn, C. Lee, S.Y. Park, S.J.V. Lee, Autophagy 18 (2022) 1208–1210.","mla":"Artan, Murat, et al. “MON-2, a Golgi Protein, Promotes Longevity by Upregulating Autophagy through Mediating Inter-Organelle Communications.” <i>Autophagy</i>, vol. 18, no. 5, Taylor &#38; Francis, 2022, pp. 1208–10, doi:<a href=\"https://doi.org/10.1080/15548627.2022.2039523\">10.1080/15548627.2022.2039523</a>.","chicago":"Artan, Murat, Jooyeon Sohn, Cheolju Lee, Seung Yeol Park, and Seung Jae V. Lee. “MON-2, a Golgi Protein, Promotes Longevity by Upregulating Autophagy through Mediating Inter-Organelle Communications.” <i>Autophagy</i>. Taylor &#38; Francis, 2022. <a href=\"https://doi.org/10.1080/15548627.2022.2039523\">https://doi.org/10.1080/15548627.2022.2039523</a>.","ieee":"M. Artan, J. Sohn, C. Lee, S. Y. Park, and S. J. V. Lee, “MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications,” <i>Autophagy</i>, vol. 18, no. 5. Taylor &#38; Francis, pp. 1208–1210, 2022.","apa":"Artan, M., Sohn, J., Lee, C., Park, S. Y., &#38; Lee, S. J. V. (2022). MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications. <i>Autophagy</i>. Taylor &#38; Francis. <a href=\"https://doi.org/10.1080/15548627.2022.2039523\">https://doi.org/10.1080/15548627.2022.2039523</a>","ama":"Artan M, Sohn J, Lee C, Park SY, Lee SJV. MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications. <i>Autophagy</i>. 2022;18(5):1208-1210. doi:<a href=\"https://doi.org/10.1080/15548627.2022.2039523\">10.1080/15548627.2022.2039523</a>"},"oa_version":"Published Version","month":"02","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","article_processing_charge":"No","date_updated":"2026-07-28T11:53:45Z","date_created":"2022-03-13T23:01:47Z","ddc":["570"],"language":[{"iso":"eng"}],"issue":"5","isi":1,"status":"public"},{"external_id":{"arxiv":["2111.06697"],"isi":["000835490600001"]},"publication":"Finite Fields and their Applications","supplementarymaterial":"no","publisher":"Elsevier","arxiv":1,"abstract":[{"lang":"eng","text":"In [3], Poonen and Slavov recently developed a novel approach to Bertini irreducibility theorems over an arbitrary field, based on random hyperplane slicing. In this paper, we extend their work by proving an analogous bound for the dimension of the exceptional locus in the setting of linear subspaces of higher codimensions."}],"volume":83,"das_tickbox":"0","year":"2022","doi":"10.1016/j.ffa.2022.102085","fulldoi":"https://doi.org/10.1016/j.ffa.2022.102085","day":"01","date_published":"2022-10-01T00:00:00Z","article_type":"original","title":"The Bertini irreducibility theorem for higher codimensional slices","scopus_import":"1","article_number":"102085","intvolume":"        83","researchdata_availability":"no","_id":"11636","oa":1,"department":[{"_id":"TiBr"}],"corr_author":"1","publication_identifier":{"eissn":["1090-2465"],"issn":["1071-5797"]},"date_updated":"2026-07-29T10:45:21Z","date_created":"2022-07-24T22:01:41Z","file":[{"access_level":"open_access","file_size":247615,"file_id":"12475","checksum":"3ca88decb1011180dc6de7e0862153e1","content_type":"application/pdf","date_updated":"2023-02-02T07:56:34Z","date_created":"2023-02-02T07:56:34Z","relation":"main_file","success":1,"file_name":"2022_FiniteFields_Kmentt.pdf","creator":"dernst"}],"isi":1,"issue":"10","ddc":["510"],"language":[{"iso":"eng"}],"has_accepted_license":"1","status":"public","quality_controlled":"1","file_date_updated":"2023-02-02T07:56:34Z","author":[{"full_name":"Kmentt, Philip","first_name":"Philip","last_name":"Kmentt","id":"c90670c9-0bf0-11ed-86f5-ed522ece2fac"},{"last_name":"Shute","id":"440EB050-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-1812-2810","full_name":"Shute, Alec L","first_name":"Alec L"}],"type":"journal_article","publication_status":"published","month":"10","citation":{"mla":"Kmentt, Philip, and Alec L. 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Elsevier, 2022. <a href=\"https://doi.org/10.1016/j.ffa.2022.102085\">https://doi.org/10.1016/j.ffa.2022.102085</a>."},"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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","article_processing_charge":"Yes (via OA deal)","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345"},{"file":[{"file_size":870468,"access_level":"open_access","file_id":"12689","content_type":"application/pdf","checksum":"08f28fded270251f568f610cf5166d69","file_name":"2023_JourTheorieNombreBordeaux_Horesh.pdf","creator":"dernst","success":1,"date_created":"2023-02-27T09:10:13Z","relation":"main_file","date_updated":"2023-02-27T09:10:13Z"}],"date_created":"2023-02-26T23:01:02Z","date_updated":"2026-07-29T10:46:58Z","has_accepted_license":"1","status":"public","isi":1,"issue":"3","ddc":["510"],"language":[{"iso":"eng"}],"author":[{"last_name":"Horesh","id":"C8B7BF48-8D81-11E9-BCA9-F536E6697425","full_name":"Horesh, Tal","first_name":"Tal"},{"last_name":"Paulin","full_name":"Paulin, Frédéric","first_name":"Frédéric"}],"type":"journal_article","publication_status":"published","quality_controlled":"1","file_date_updated":"2023-02-27T09:10:13Z","article_processing_charge":"No","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","month":"01","tmp":{"short":"CC BY-ND (4.0)","image":"/image/cc_by_nd.png","name":"Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nd/4.0/legalcode"},"citation":{"mla":"Horesh, Tal, and Frédéric Paulin. “Effective Equidistribution of Lattice Points in Positive Characteristic.” <i>Journal de Theorie Des Nombres de Bordeaux</i>, vol. 34, no. 3, Université de Bordeaux, 2022, pp. 679–703, doi:<a href=\"https://doi.org/10.5802/JTNB.1222\">10.5802/JTNB.1222</a>.","short":"T. Horesh, F. Paulin, Journal de Theorie Des Nombres de Bordeaux 34 (2022) 679–703.","ista":"Horesh T, Paulin F. 2022. Effective equidistribution of lattice points in positive characteristic. Journal de Theorie des Nombres de Bordeaux. 34(3), 679–703.","ama":"Horesh T, Paulin F. Effective equidistribution of lattice points in positive characteristic. <i>Journal de Theorie des Nombres de Bordeaux</i>. 2022;34(3):679-703. doi:<a href=\"https://doi.org/10.5802/JTNB.1222\">10.5802/JTNB.1222</a>","ieee":"T. Horesh and F. Paulin, “Effective equidistribution of lattice points in positive characteristic,” <i>Journal de Theorie des Nombres de Bordeaux</i>, vol. 34, no. 3. Université de Bordeaux, pp. 679–703, 2022.","apa":"Horesh, T., &#38; Paulin, F. (2022). Effective equidistribution of lattice points in positive characteristic. <i>Journal de Theorie Des Nombres de Bordeaux</i>. Université de Bordeaux. <a href=\"https://doi.org/10.5802/JTNB.1222\">https://doi.org/10.5802/JTNB.1222</a>","chicago":"Horesh, Tal, and Frédéric Paulin. “Effective Equidistribution of Lattice Points in Positive Characteristic.” <i>Journal de Theorie Des Nombres de Bordeaux</i>. Université de Bordeaux, 2022. <a href=\"https://doi.org/10.5802/JTNB.1222\">https://doi.org/10.5802/JTNB.1222</a>."},"oa_version":"Published Version","publication":"Journal de Theorie des Nombres de Bordeaux","external_id":{"arxiv":["2001.01534"],"isi":["000926504300003"]},"page":"679-703","supplementarymaterial":"no","publisher":"Université de Bordeaux","arxiv":1,"das_tickbox":"0","year":"2022","doi":"10.5802/JTNB.1222","fulldoi":"https://doi.org/10.5802/JTNB.1222","acknowledgement":"The authors warmly thank Amos Nevo for having presented the authors to each other during\r\na beautiful conference in Goa in February 2016, where the idea of this paper was born. The\r\nfirst author thanks the IHES for two post-doctoral years when most of this paper was discussed,\r\nand the Topology team in Orsay for financial support at the final stage. The first author was\r\nsupported by the EPRSC EP/P026710/1 grant. Finally, we warmly thank the referee for many\r\nvery helpful comments that have improved the readability of this paper.","day":"27","abstract":[{"lang":"eng","text":"Given a place  ω  of a global function field  K  over a finite field, with associated affine function ring  Rω  and completion  Kω , the aim of this paper is to give an effective joint equidistribution result for renormalized primitive lattice points  (a,b)∈Rω2  in the plane  Kω2 , and for renormalized solutions to the gcd equation  ax+by=1 . The main tools are techniques of Goronik and Nevo for counting lattice points in well-rounded families of subsets. This gives a sharper analog in positive characteristic of a result of Nevo and the first author for the equidistribution of the primitive lattice points in  \\ZZ2 ."}],"volume":34,"title":"Effective equidistribution of lattice points in positive characteristic","scopus_import":"1","intvolume":"        34","researchdata_availability":"no","date_published":"2022-01-27T00:00:00Z","article_type":"original","department":[{"_id":"TiBr"}],"oa":1,"corr_author":"1","publication_identifier":{"issn":["1246-7405"],"eissn":["2118-8572"]},"_id":"12684"},{"article_processing_charge":"No","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","citation":{"mla":"Henheik, Sven Joscha, et al. “Local Stability of Ground States in Locally Gapped and Weakly Interacting Quantum Spin Systems.” <i>Letters in Mathematical Physics</i>, vol. 112, no. 1, 9, Springer Nature, 2022, doi:<a href=\"https://doi.org/10.1007/s11005-021-01494-y\">10.1007/s11005-021-01494-y</a>.","short":"S.J. Henheik, S. Teufel, T. Wessel, Letters in Mathematical Physics 112 (2022).","ista":"Henheik SJ, Teufel S, Wessel T. 2022. Local stability of ground states in locally gapped and weakly interacting quantum spin systems. Letters in Mathematical Physics. 112(1), 9.","ieee":"S. J. Henheik, S. Teufel, and T. Wessel, “Local stability of ground states in locally gapped and weakly interacting quantum spin systems,” <i>Letters in Mathematical Physics</i>, vol. 112, no. 1. Springer Nature, 2022.","apa":"Henheik, S. J., Teufel, S., &#38; Wessel, T. (2022). Local stability of ground states in locally gapped and weakly interacting quantum spin systems. <i>Letters in Mathematical Physics</i>. Springer Nature. <a href=\"https://doi.org/10.1007/s11005-021-01494-y\">https://doi.org/10.1007/s11005-021-01494-y</a>","ama":"Henheik SJ, Teufel S, Wessel T. Local stability of ground states in locally gapped and weakly interacting quantum spin systems. <i>Letters in Mathematical Physics</i>. 2022;112(1). doi:<a href=\"https://doi.org/10.1007/s11005-021-01494-y\">10.1007/s11005-021-01494-y</a>","chicago":"Henheik, Sven Joscha, Stefan Teufel, and Tom Wessel. “Local Stability of Ground States in Locally Gapped and Weakly Interacting Quantum Spin Systems.” <i>Letters in Mathematical Physics</i>. Springer Nature, 2022. <a href=\"https://doi.org/10.1007/s11005-021-01494-y\">https://doi.org/10.1007/s11005-021-01494-y</a>."},"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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","month":"01","publication_status":"published","author":[{"first_name":"Sven Joscha","full_name":"Henheik, Sven Joscha","orcid":"0000-0003-1106-327X","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","last_name":"Henheik"},{"full_name":"Teufel, Stefan","first_name":"Stefan","last_name":"Teufel"},{"first_name":"Tom","full_name":"Wessel, Tom","last_name":"Wessel"}],"type":"journal_article","file_date_updated":"2022-01-19T09:41:14Z","quality_controlled":"1","has_accepted_license":"1","status":"public","language":[{"iso":"eng"}],"related_material":{"record":[{"status":"public","id":"19540","relation":"dissertation_contains"}]},"ddc":["530"],"issue":"1","isi":1,"file":[{"date_updated":"2022-01-19T09:41:14Z","date_created":"2022-01-19T09:41:14Z","relation":"main_file","success":1,"file_name":"2022_LettersMathPhys_Henheik.pdf","creator":"cchlebak","checksum":"7e8e69b76e892c305071a4736131fe18","content_type":"application/pdf","file_id":"10647","access_level":"open_access","file_size":357547}],"date_updated":"2026-07-29T13:18:16Z","date_created":"2022-01-18T16:18:25Z","publication_identifier":{"issn":["0377-9017"],"eissn":["1573-0530"]},"oa":1,"department":[{"_id":"GradSch"},{"_id":"LaEr"}],"_id":"10642","title":"Local stability of ground states in locally gapped and weakly interacting quantum spin systems","scopus_import":"1","article_number":"9","intvolume":"       112","date_published":"2022-01-18T00:00:00Z","article_type":"original","keyword":["mathematical physics","statistical and nonlinear physics"],"fulldoi":"https://doi.org/10.1007/s11005-021-01494-y","acknowledgement":"J. H. acknowledges partial financial support by the ERC Advanced Grant “RMTBeyond” No. 101020331. S. T. thanks Marius Lemm and Simone Warzel for very helpful comments and discussions and Jürg Fröhlich for references to the literature. Open Access funding enabled and organized by Projekt DEAL.","day":"18","year":"2022","doi":"10.1007/s11005-021-01494-y","volume":112,"project":[{"call_identifier":"H2020","grant_number":"101020331","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"abstract":[{"lang":"eng","text":"Based on a result by Yarotsky (J Stat Phys 118, 2005), we prove that localized but otherwise arbitrary perturbations of weakly interacting quantum spin systems with uniformly gapped on-site terms change the ground state of such a system only locally, even if they close the spectral gap. We call this a strong version of the local perturbations perturb locally (LPPL) principle which is known to hold for much more general gapped systems, but only for perturbations that do not close the spectral gap of the Hamiltonian. We also extend this strong LPPL-principle to Hamiltonians that have the appropriate structure of gapped on-site terms and weak interactions only locally in some region of space. While our results are technically corollaries to a theorem of Yarotsky, we expect that the paradigm of systems with a locally gapped ground state that is completely insensitive to the form of the Hamiltonian elsewhere extends to other situations and has important physical consequences."}],"ec_funded":1,"external_id":{"arxiv":["2106.13780"],"isi":["000744930400001"],"pmid":["35125630"]},"publication":"Letters in Mathematical Physics","arxiv":1,"publisher":"Springer Nature","pmid":1},{"oa":1,"department":[{"_id":"GradSch"},{"_id":"LaEr"}],"publication_identifier":{"eissn":["1572-9656"],"issn":["1385-0172"]},"corr_author":"1","_id":"10623","article_number":"3","intvolume":"        25","title":"The BCS critical temperature at high density","scopus_import":"1","article_type":"original","date_published":"2022-01-11T00:00:00Z","year":"2022","doi":"10.1007/s11040-021-09415-0","acknowledgement":"I am very grateful to Robert Seiringer for his guidance during this project and for many valuable comments on an earlier version of the manuscript. Moreover, I would like to thank Asbjørn Bækgaard Lauritsen for many helpful discussions and comments, pointing out the reference [22] and for his involvement in a closely related joint project [13]. Finally, I am grateful to Christian Hainzl for valuable comments on an earlier version of the manuscript and Andreas Deuchert for interesting discussions.","day":"11","keyword":["geometry and topology","mathematical physics"],"fulldoi":"https://doi.org/10.1007/s11040-021-09415-0","abstract":[{"text":"We investigate the BCS critical temperature Tc in the high-density limit and derive an asymptotic formula, which strongly depends on the behavior of the interaction potential V on the Fermi-surface. Our results include a rigorous confirmation for the behavior of Tc at high densities proposed by Langmann et al. (Phys Rev Lett 122:157001, 2019) and identify precise conditions under which superconducting domes arise in BCS theory.","lang":"eng"}],"ec_funded":1,"project":[{"_id":"62796744-2b32-11ec-9570-940b20777f1d","name":"Random matrices beyond Wigner-Dyson-Mehta","grant_number":"101020331","call_identifier":"H2020"},{"_id":"B67AFEDC-15C9-11EA-A837-991A96BB2854","name":"IST Austria Open Access Fund"}],"volume":25,"arxiv":1,"publisher":"Springer Nature","publication":"Mathematical Physics, Analysis and Geometry","external_id":{"isi":["000741387600001"],"arxiv":["2106.02015"]},"user_id":"4359f0d1-fa6c-11eb-b949-802e58b17ae8","article_processing_charge":"Yes (via OA deal)","month":"01","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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","citation":{"mla":"Henheik, Sven Joscha. “The BCS Critical Temperature at High Density.” <i>Mathematical Physics, Analysis and Geometry</i>, vol. 25, no. 1, 3, Springer Nature, 2022, doi:<a href=\"https://doi.org/10.1007/s11040-021-09415-0\">10.1007/s11040-021-09415-0</a>.","short":"S.J. Henheik, Mathematical Physics, Analysis and Geometry 25 (2022).","ista":"Henheik SJ. 2022. The BCS critical temperature at high density. Mathematical Physics, Analysis and Geometry. 25(1), 3.","apa":"Henheik, S. J. (2022). The BCS critical temperature at high density. <i>Mathematical Physics, Analysis and Geometry</i>. Springer Nature. <a href=\"https://doi.org/10.1007/s11040-021-09415-0\">https://doi.org/10.1007/s11040-021-09415-0</a>","ieee":"S. J. Henheik, “The BCS critical temperature at high density,” <i>Mathematical Physics, Analysis and Geometry</i>, vol. 25, no. 1. Springer Nature, 2022.","ama":"Henheik SJ. The BCS critical temperature at high density. <i>Mathematical Physics, Analysis and Geometry</i>. 2022;25(1). doi:<a href=\"https://doi.org/10.1007/s11040-021-09415-0\">10.1007/s11040-021-09415-0</a>","chicago":"Henheik, Sven Joscha. “The BCS Critical Temperature at High Density.” <i>Mathematical Physics, Analysis and Geometry</i>. Springer Nature, 2022. <a href=\"https://doi.org/10.1007/s11040-021-09415-0\">https://doi.org/10.1007/s11040-021-09415-0</a>."},"type":"journal_article","author":[{"full_name":"Henheik, Sven Joscha","first_name":"Sven Joscha","orcid":"0000-0003-1106-327X","last_name":"Henheik","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb"}],"publication_status":"published","quality_controlled":"1","file_date_updated":"2022-01-14T07:27:45Z","status":"public","has_accepted_license":"1","issue":"1","isi":1,"related_material":{"record":[{"relation":"dissertation_contains","id":"19540","status":"public"}]},"language":[{"iso":"eng"}],"ddc":["514"],"file":[{"file_id":"10624","access_level":"open_access","file_size":505804,"success":1,"creator":"cchlebak","file_name":"2022_MathPhyAnalGeo_Henheik.pdf","relation":"main_file","date_updated":"2022-01-14T07:27:45Z","date_created":"2022-01-14T07:27:45Z","content_type":"application/pdf","checksum":"d44f8123a52592a75b2c3b8ee2cd2435"}],"date_created":"2022-01-13T15:40:53Z","date_updated":"2026-07-29T13:18:16Z"},{"article_processing_charge":"No","user_id":"4359f0d1-fa6c-11eb-b949-802e58b17ae8","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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"citation":{"mla":"Henheik, Sven Joscha, and Tom Wessel. “On Adiabatic Theory for Extended Fermionic Lattice Systems.” <i>Journal of Mathematical Physics</i>, vol. 63, no. 12, 121101, AIP Publishing, 2022, doi:<a href=\"https://doi.org/10.1063/5.0123441\">10.1063/5.0123441</a>.","ista":"Henheik SJ, Wessel T. 2022. On adiabatic theory for extended fermionic lattice systems. Journal of Mathematical Physics. 63(12), 121101.","short":"S.J. Henheik, T. Wessel, Journal of Mathematical Physics 63 (2022).","ama":"Henheik SJ, Wessel T. On adiabatic theory for extended fermionic lattice systems. <i>Journal of Mathematical Physics</i>. 2022;63(12). doi:<a href=\"https://doi.org/10.1063/5.0123441\">10.1063/5.0123441</a>","apa":"Henheik, S. J., &#38; Wessel, T. (2022). On adiabatic theory for extended fermionic lattice systems. <i>Journal of Mathematical Physics</i>. AIP Publishing. <a href=\"https://doi.org/10.1063/5.0123441\">https://doi.org/10.1063/5.0123441</a>","ieee":"S. J. Henheik and T. Wessel, “On adiabatic theory for extended fermionic lattice systems,” <i>Journal of Mathematical Physics</i>, vol. 63, no. 12. AIP Publishing, 2022.","chicago":"Henheik, Sven Joscha, and Tom Wessel. “On Adiabatic Theory for Extended Fermionic Lattice Systems.” <i>Journal of Mathematical Physics</i>. AIP Publishing, 2022. <a href=\"https://doi.org/10.1063/5.0123441\">https://doi.org/10.1063/5.0123441</a>."},"month":"12","publication_status":"published","author":[{"first_name":"Sven Joscha","full_name":"Henheik, Sven Joscha","id":"31d731d7-d235-11ea-ad11-b50331c8d7fb","last_name":"Henheik","orcid":"0000-0003-1106-327X"},{"full_name":"Wessel, Tom","first_name":"Tom","last_name":"Wessel"}],"type":"journal_article","file_date_updated":"2023-01-27T07:10:52Z","quality_controlled":"1","has_accepted_license":"1","status":"public","ddc":["510"],"related_material":{"record":[{"status":"public","id":"19540","relation":"dissertation_contains"}]},"language":[{"iso":"eng"}],"isi":1,"issue":"12","file":[{"relation":"main_file","date_updated":"2023-01-27T07:10:52Z","date_created":"2023-01-27T07:10:52Z","success":1,"creator":"dernst","file_name":"2022_JourMathPhysics_Henheik2.pdf","checksum":"213b93750080460718c050e4967cfdb4","content_type":"application/pdf","file_id":"12410","access_level":"open_access","file_size":5251092}],"date_created":"2023-01-15T23:00:52Z","date_updated":"2026-07-29T13:18:16Z","corr_author":"1","publication_identifier":{"issn":["0022-2488"]},"oa":1,"department":[{"_id":"LaEr"}],"_id":"12184","scopus_import":"1","title":"On adiabatic theory for extended fermionic lattice systems","article_number":"121101","intvolume":"        63","date_published":"2022-12-01T00:00:00Z","article_type":"original","fulldoi":"https://doi.org/10.1063/5.0123441","acknowledgement":"It is a pleasure to thank Stefan Teufel for numerous interesting discussions, fruitful collaboration, and many helpful comments on an earlier version of the manuscript. J.H. acknowledges partial financial support from the ERC Advanced Grant No. 101020331 “Random\r\nmatrices beyond Wigner-Dyson-Mehta.” T.W. acknowledges financial support from the DFG research unit FOR 5413 “Long-range interacting quantum spin systems out of equilibrium: Experiment, Theory and Mathematics.\" ","day":"01","year":"2022","doi":"10.1063/5.0123441","volume":63,"project":[{"call_identifier":"H2020","grant_number":"101020331","name":"Random matrices beyond Wigner-Dyson-Mehta","_id":"62796744-2b32-11ec-9570-940b20777f1d"}],"ec_funded":1,"abstract":[{"lang":"eng","text":"We review recent results on adiabatic theory for ground states of extended gapped fermionic lattice systems under several different assumptions. More precisely, we present generalized super-adiabatic theorems for extended but finite and infinite systems, assuming either a uniform gap or a gap in the bulk above the unperturbed ground state. The goal of this Review is to provide an overview of these adiabatic theorems and briefly outline the main ideas and techniques required in their proofs."}],"external_id":{"arxiv":["2208.12220"],"isi":["000905776200001"]},"publication":"Journal of Mathematical Physics","arxiv":1,"publisher":"AIP Publishing"},{"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","article_processing_charge":"No","month":"10","oa_version":"Published Version","tmp":{"short":"CC BY-ND (4.0)","image":"/image/cc_by_nd.png","name":"Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nd/4.0/legalcode"},"citation":{"ista":"Cooley O, Kang M, Zalla J. 2022. Loose cores and cycles in random hypergraphs. The Electronic Journal of Combinatorics. 29(4), P4.13.","short":"O. Cooley, M. Kang, J. Zalla, The Electronic Journal of Combinatorics 29 (2022).","mla":"Cooley, Oliver, et al. “Loose Cores and Cycles in Random Hypergraphs.” <i>The Electronic Journal of Combinatorics</i>, vol. 29, no. 4, P4.13, Electronic Journal of Combinatorics, 2022, doi:<a href=\"https://doi.org/10.37236/10794\">10.37236/10794</a>.","chicago":"Cooley, Oliver, Mihyun Kang, and Julian Zalla. “Loose Cores and Cycles in Random Hypergraphs.” <i>The Electronic Journal of Combinatorics</i>. Electronic Journal of Combinatorics, 2022. <a href=\"https://doi.org/10.37236/10794\">https://doi.org/10.37236/10794</a>.","ama":"Cooley O, Kang M, Zalla J. Loose cores and cycles in random hypergraphs. <i>The Electronic Journal of Combinatorics</i>. 2022;29(4). doi:<a href=\"https://doi.org/10.37236/10794\">10.37236/10794</a>","apa":"Cooley, O., Kang, M., &#38; Zalla, J. (2022). Loose cores and cycles in random hypergraphs. <i>The Electronic Journal of Combinatorics</i>. Electronic Journal of Combinatorics. <a href=\"https://doi.org/10.37236/10794\">https://doi.org/10.37236/10794</a>","ieee":"O. Cooley, M. Kang, and J. Zalla, “Loose cores and cycles in random hypergraphs,” <i>The Electronic Journal of Combinatorics</i>, vol. 29, no. 4. Electronic Journal of Combinatorics, 2022."},"type":"journal_article","author":[{"last_name":"Cooley","id":"43f4ddd0-a46b-11ec-8df6-ef3703bd721d","full_name":"Cooley, Oliver","first_name":"Oliver"},{"full_name":"Kang, Mihyun","first_name":"Mihyun","last_name":"Kang"},{"full_name":"Zalla, Julian","first_name":"Julian","last_name":"Zalla"}],"publication_status":"published","quality_controlled":"1","file_date_updated":"2023-01-30T11:45:13Z","status":"public","has_accepted_license":"1","isi":1,"issue":"4","language":[{"iso":"eng"}],"ddc":["510"],"file":[{"content_type":"application/pdf","checksum":"00122b2459f09b5ae43073bfba565e94","success":1,"creator":"dernst","file_name":"2022_ElecJournCombinatorics_Cooley_Kang_Zalla.pdf","relation":"main_file","date_updated":"2023-01-30T11:45:13Z","date_created":"2023-01-30T11:45:13Z","access_level":"open_access","file_size":626953,"file_id":"12462"}],"date_created":"2023-01-16T10:03:57Z","date_updated":"2026-08-04T09:29:03Z","oa":1,"department":[{"_id":"MaKw"}],"publication_identifier":{"eissn":["1077-8926"]},"_id":"12286","intvolume":"        29","article_number":"P4.13","title":"Loose cores and cycles in random hypergraphs","scopus_import":"1","article_type":"original","date_published":"2022-10-21T00:00:00Z","doi":"10.37236/10794","year":"2022","acknowledgement":"Supported by Austrian Science Fund (FWF): I3747, W1230.","day":"21","fulldoi":"https://doi.org/10.37236/10794","keyword":["Computational Theory and Mathematics","Geometry and Topology","Theoretical Computer Science","Applied Mathematics","Discrete Mathematics and Combinatorics"],"abstract":[{"text":"Inspired by the study of loose cycles in hypergraphs, we define the loose core in hypergraphs as a structurewhich mirrors the close relationship between cycles and $2$-cores in graphs. We prove that in the $r$-uniform binomial random hypergraph $H^r(n,p)$, the order of the loose core undergoes a phase transition at a certain critical threshold and determine this order, as well as the number of edges, asymptotically in the subcritical and supercritical regimes.&#x0D;\r\nOur main tool is an algorithm called CoreConstruct, which enables us to analyse a peeling process for the loose core. By analysing this algorithm we determine the asymptotic degree distribution of vertices in the loose core and in particular how many vertices and edges the loose core contains. As a corollary we obtain an improved upper bound on the length of the longest loose cycle in $H^r(n,p)$.","lang":"eng"}],"volume":29,"publisher":"Electronic Journal of Combinatorics","external_id":{"isi":["000876763300001"]},"publication":"The Electronic Journal of Combinatorics"},{"_id":"10788","oa":1,"department":[{"_id":"TiBr"}],"corr_author":"1","date_published":"2022-02-22T00:00:00Z","article_number":"2202.10909","title":"Integral points of bounded height on a certain toric variety","researchdata_availability":"no","abstract":[{"lang":"eng","text":"We determine an asymptotic formula for the number of integral points of\r\nbounded height on a certain toric variety, which is incompatible with part of a\r\npreprint by Chambert-Loir and Tschinkel. We provide an alternative\r\ninterpretation of the asymptotic formula we get. To do so, we construct an\r\nanalogue of Peyre's constant $\\alpha$ and describe its relation to a new\r\nobstruction to the Zariski density of integral points in certain regions of\r\nvarieties."}],"project":[{"grant_number":"P32428","call_identifier":"FWF","_id":"26AEDAB2-B435-11E9-9278-68D0E5697425","name":"New frontiers of the Manin conjecture"}],"das_tickbox":"0","doi":"10.48550/arXiv.2202.10909","year":"2022","day":"22","acknowledgement":"Part of this work was conducted as a guest at the Institut de Mathématiques de Jussieu–Paris Rive Gauche invited by Antoine Chambert-Loir and funded by DAAD.\r\nDuring this time, I had interesting and fruitful discussions on the interpretation of the result for\r\nthe toric variety discussed in Section 3 with Antoine Chambert-Loir. I wish to thank him for these\r\nopportunities and for his useful remarks on earlier versions of this article. This work was partly\r\nfunded by FWF grant P 32428-N35.","fulldoi":"https://doi.org/10.48550/arXiv.2202.10909","keyword":["Integral point","toric variety","Manin's conjecture"],"arxiv":1,"supplementarymaterial":"no","publication":"arXiv","external_id":{"arxiv":["2202.10909"]},"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2202.10909"}],"month":"02","citation":{"ama":"Wilsch FA. Integral points of bounded height on a certain toric variety. <i>arXiv</i>. doi:<a href=\"https://doi.org/10.48550/arXiv.2202.10909\">10.48550/arXiv.2202.10909</a>","ieee":"F. A. Wilsch, “Integral points of bounded height on a certain toric variety,” <i>arXiv</i>. .","apa":"Wilsch, F. A. (n.d.). Integral points of bounded height on a certain toric variety. <i>arXiv</i>. <a href=\"https://doi.org/10.48550/arXiv.2202.10909\">https://doi.org/10.48550/arXiv.2202.10909</a>","chicago":"Wilsch, Florian Alexander. “Integral Points of Bounded Height on a Certain Toric Variety.” <i>ArXiv</i>, n.d. <a href=\"https://doi.org/10.48550/arXiv.2202.10909\">https://doi.org/10.48550/arXiv.2202.10909</a>.","mla":"Wilsch, Florian Alexander. “Integral Points of Bounded Height on a Certain Toric Variety.” <i>ArXiv</i>, 2202.10909, doi:<a href=\"https://doi.org/10.48550/arXiv.2202.10909\">10.48550/arXiv.2202.10909</a>.","short":"F.A. Wilsch, ArXiv (n.d.).","ista":"Wilsch FA. Integral points of bounded height on a certain toric variety. arXiv, 2202.10909."},"oa_version":"Preprint","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","article_processing_charge":"No","type":"preprint","author":[{"orcid":"0000-0001-7302-8256","last_name":"Wilsch","id":"560601DA-8D36-11E9-A136-7AC1E5697425","full_name":"Wilsch, Florian Alexander","first_name":"Florian Alexander"}],"publication_status":"submitted","language":[{"iso":"eng"}],"status":"public","date_created":"2022-02-23T09:04:43Z","date_updated":"2026-08-06T10:31:31Z"},{"researchdata_availability":"no","license":"https://creativecommons.org/licenses/by-nc-sa/4.0/","title":"Existence and density problems in Diophantine geometry: From norm forms to Campana points","date_published":"2022-09-08T00:00:00Z","corr_author":"1","publication_identifier":{"issn":["2663-337X"],"isbn":["978-3-99078-023-7"]},"oa":1,"department":[{"_id":"GradSch"},{"_id":"TiBr"}],"_id":"12072","page":"208","supplementarymaterial":"no","publisher":"Institute of Science and Technology Austria","fulldoi":"https://doi.org/10.15479/at:ista:12072","day":"08","acknowledgement":"I acknowledge the received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska Curie Grant Agreement No. 665385.","das_tickbox":"0","doi":"10.15479/at:ista:12072","year":"2022","project":[{"name":"International IST Doctoral Program","_id":"2564DBCA-B435-11E9-9278-68D0E5697425","call_identifier":"H2020","grant_number":"665385"}],"ec_funded":1,"abstract":[{"lang":"eng","text":"In this thesis, we study two of the most important questions in Arithmetic geometry: that of the existence and density of solutions to Diophantine equations. In order for a Diophantine equation to have any solutions over the rational numbers, it must have solutions everywhere locally, i.e., over R and over Qp for every prime p. The converse, called the Hasse principle, is known to fail in general. However, it is still a central question in Arithmetic geometry to determine for which varieties the Hasse principle does hold. In this work, we establish the Hasse principle for a wide new family of varieties of the form f(t) = NK/Q(x) ̸= 0, where f is a polynomial with integer coefficients and NK/Q denotes the norm\r\nform associated to a number field K. Our results cover products of arbitrarily many linear, quadratic or cubic factors, and generalise an argument of Irving [69], which makes use of the beta sieve of Rosser and Iwaniec. We also demonstrate how our main sieve results can be applied to treat new cases of a conjecture of Harpaz and Wittenberg on locally split values of polynomials over number fields, and discuss consequences for rational points in fibrations.\r\nIn the second question, about the density of solutions, one defines a height function and seeks to estimate asymptotically the number of points of height bounded by B as B → ∞. Traditionally, one either counts rational points, or\r\nintegral points with respect to a suitable model. However, in this thesis, we study an emerging area of interest in Arithmetic geometry known as Campana points, which in some sense interpolate between rational and integral points.\r\nMore precisely, we count the number of nonzero integers z1, z2, z3 such that gcd(z1, z2, z3) = 1, and z1, z2, z3, z1 + z2 + z3 are all squareful and bounded by B. Using the circle method, we obtain an asymptotic formula which agrees in\r\nthe power of B and log B with a bold new generalisation of Manin’s conjecture to the setting of Campana points, recently formulated by Pieropan, Smeets, Tanimoto and Várilly-Alvarado [96]. However, in this thesis we also provide the first known counterexamples to leading constant predicted by their conjecture. "}],"alternative_title":["ISTA Thesis"],"supervisor":[{"last_name":"Browning","id":"35827D50-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-8314-0177","full_name":"Browning, Timothy D","first_name":"Timothy D"}],"publication_status":"published","author":[{"id":"440EB050-F248-11E8-B48F-1D18A9856A87","last_name":"Shute","orcid":"0000-0002-1812-2810","first_name":"Alec L","full_name":"Shute, Alec L"}],"type":"dissertation","file_date_updated":"2022-09-12T11:24:21Z","article_processing_charge":"No","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","citation":{"apa":"Shute, A. L. (2022). <i>Existence and density problems in Diophantine geometry: From norm forms to Campana points</i>. Institute of Science and Technology Austria. <a href=\"https://doi.org/10.15479/at:ista:12072\">https://doi.org/10.15479/at:ista:12072</a>","ieee":"A. L. Shute, “Existence and density problems in Diophantine geometry: From norm forms to Campana points,” Institute of Science and Technology Austria, 2022.","ama":"Shute AL. Existence and density problems in Diophantine geometry: From norm forms to Campana points. 2022. doi:<a href=\"https://doi.org/10.15479/at:ista:12072\">10.15479/at:ista:12072</a>","chicago":"Shute, Alec L. “Existence and Density Problems in Diophantine Geometry: From Norm Forms to Campana Points.” Institute of Science and Technology Austria, 2022. <a href=\"https://doi.org/10.15479/at:ista:12072\">https://doi.org/10.15479/at:ista:12072</a>.","mla":"Shute, Alec L. <i>Existence and Density Problems in Diophantine Geometry: From Norm Forms to Campana Points</i>. Institute of Science and Technology Austria, 2022, doi:<a href=\"https://doi.org/10.15479/at:ista:12072\">10.15479/at:ista:12072</a>.","short":"A.L. Shute, Existence and Density Problems in Diophantine Geometry: From Norm Forms to Campana Points, Institute of Science and Technology Austria, 2022.","ista":"Shute AL. 2022. Existence and density problems in Diophantine geometry: From norm forms to Campana points. Institute of Science and Technology Austria."},"tmp":{"name":"Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","image":"/images/cc_by_nc_sa.png","short":"CC BY-NC-SA (4.0)"},"oa_version":"Published Version","month":"09","file":[{"file_size":1907386,"access_level":"open_access","file_id":"12073","checksum":"bf073344320e05d92c224786cec2e92d","content_type":"application/pdf","date_created":"2022-09-08T21:50:34Z","relation":"main_file","date_updated":"2022-09-08T21:50:34Z","creator":"ashute","file_name":"Thesis_final_draft.pdf","success":1},{"file_id":"12074","access_level":"closed","file_size":495393,"date_updated":"2022-09-12T11:24:21Z","relation":"source_file","date_created":"2022-09-08T21:50:42Z","file_name":"athesis.tex","creator":"ashute","checksum":"b054ac6baa09f70e8235403a4abbed80","content_type":"application/octet-stream"},{"date_updated":"2022-09-12T11:24:21Z","relation":"source_file","date_created":"2022-09-09T12:05:00Z","file_name":"qfcjsfmtvtbfrjjvhdzrnqxfvgjvxtbf.zip","creator":"ashute","checksum":"0a31e905f1cff5eb8110978cc90e1e79","content_type":"application/x-zip-compressed","file_id":"12078","access_level":"closed","file_size":944534}],"date_updated":"2026-08-06T11:09:27Z","date_created":"2022-09-08T21:53:03Z","doi_confirm":"1","has_accepted_license":"1","status":"public","ddc":["512"],"language":[{"iso":"eng"}],"OA_place":"publisher","related_material":{"record":[{"id":"12076","relation":"part_of_dissertation","status":"public"},{"relation":"part_of_dissertation","id":"12077","status":"public"}]},"degree_awarded":"PhD"},{"arxiv":1,"publisher":"Cambridge University Press","page":"563 - 590","publication":"Mathematical Proceedings of the Cambridge Philosophical Society","supplementarymaterial":"no","external_id":{"isi":["000784421500001"],"arxiv":["1811.10563"]},"abstract":[{"lang":"eng","text":"Let t : Fp → C be a complex valued function on Fp. A classical problem in analytic number theory is bounding the maximum M(t) := max 0≤H<p ∣ 1/√p ∑ 0≤n<H t (n) ∣ of the absolute value of the incomplete sums(1/√p)∑0≤n<H t (n). In this very general context one of the most important results is the Pólya–Vinogradov bound M(t)≤IIˆtII∞ log 3p, where ˆt : Fp → C is the normalized Fourier transform of t. In this paper we provide a lower bound for certain incomplete Kloosterman sums, namely we prove that for any ε > 0 there exists a large subset of a ∈ F×p such that for kl a,1,p : x → e((ax+x) / p) we have M(kla,1,p) ≥ (1−ε/√2π + o(1)) log log p, as p→∞. Finally, we prove a result on the growth of the moments of {M (kla,1,p)}a∈F×p. 2020 Mathematics Subject Classification: 11L03, 11T23 (Primary); 14F20, 60F10 (Secondary)."}],"volume":172,"doi":"10.1017/S030500412100030X","year":"2022","das_tickbox":"0","acknowledgement":"I am most thankful to my advisor, Emmanuel Kowalski, for suggesting this problem and for his guidance during these years. I also would like to thank Youness Lamzouri for informing me about his work on sum of incomplete Birch sums and Tal Horesh for her suggestions on a previous version of the paper. Finally, I am very grateful to the anonymous referee for their careful reading of the manuscript and their valuable comments.","day":"01","fulldoi":"https://doi.org/10.1017/S030500412100030X","article_type":"original","date_published":"2022-05-01T00:00:00Z","intvolume":"       172","scopus_import":"1","title":"On the size of the maximum of incomplete Kloosterman sums","researchdata_availability":"no","_id":"9364","department":[{"_id":"TiBr"}],"oa":1,"publication_identifier":{"issn":["0305-0041"],"eissn":["1469-8064"]},"date_updated":"2026-08-06T11:08:12Z","date_created":"2021-05-02T22:01:29Z","file":[{"access_level":"open_access","file_size":334064,"file_id":"10395","content_type":"application/pdf","checksum":"614d2e9b83a78100408e4ee7752a80a8","success":1,"creator":"cchlebak","file_name":"2021_MathProcCamPhilSoc_Bonolis.pdf","date_updated":"2021-12-01T14:01:54Z","date_created":"2021-12-01T14:01:54Z","relation":"main_file"}],"isi":1,"issue":"3","ddc":["510"],"language":[{"iso":"eng"}],"status":"public","has_accepted_license":"1","quality_controlled":"1","file_date_updated":"2021-12-01T14:01:54Z","type":"journal_article","author":[{"id":"6A459894-5FDD-11E9-AF35-BB24E6697425","last_name":"Bonolis","first_name":"Dante","full_name":"Bonolis, Dante"}],"publication_status":"published","month":"05","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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","citation":{"ama":"Bonolis D. On the size of the maximum of incomplete Kloosterman sums. <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. 2022;172(3):563-590. doi:<a href=\"https://doi.org/10.1017/S030500412100030X\">10.1017/S030500412100030X</a>","ieee":"D. Bonolis, “On the size of the maximum of incomplete Kloosterman sums,” <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>, vol. 172, no. 3. Cambridge University Press, pp. 563–590, 2022.","apa":"Bonolis, D. (2022). On the size of the maximum of incomplete Kloosterman sums. <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. Cambridge University Press. <a href=\"https://doi.org/10.1017/S030500412100030X\">https://doi.org/10.1017/S030500412100030X</a>","chicago":"Bonolis, Dante. “On the Size of the Maximum of Incomplete Kloosterman Sums.” <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. Cambridge University Press, 2022. <a href=\"https://doi.org/10.1017/S030500412100030X\">https://doi.org/10.1017/S030500412100030X</a>.","mla":"Bonolis, Dante. “On the Size of the Maximum of Incomplete Kloosterman Sums.” <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>, vol. 172, no. 3, Cambridge University Press, 2022, pp. 563–90, doi:<a href=\"https://doi.org/10.1017/S030500412100030X\">10.1017/S030500412100030X</a>.","ista":"Bonolis D. 2022. On the size of the maximum of incomplete Kloosterman sums. Mathematical Proceedings of the Cambridge Philosophical Society. 172(3), 563–590.","short":"D. Bonolis, Mathematical Proceedings of the Cambridge Philosophical Society 172 (2022) 563–590."},"user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","article_processing_charge":"Yes (via OA deal)"},{"language":[{"iso":"eng"}],"issue":"10","isi":1,"status":"public","date_created":"2021-02-25T09:56:57Z","date_updated":"2026-08-06T11:07:27Z","citation":{"chicago":"Browning, Timothy D, Tal Horesh, and Florian Alexander Wilsch. “Equidistribution and Freeness on Grassmannians.” <i>Algebra &#38; Number Theory</i>. Mathematical Sciences Publishers, 2022. <a href=\"https://doi.org/10.2140/ant.2022.16.2385\">https://doi.org/10.2140/ant.2022.16.2385</a>.","apa":"Browning, T. D., Horesh, T., &#38; Wilsch, F. A. (2022). Equidistribution and freeness on Grassmannians. <i>Algebra &#38; Number Theory</i>. Mathematical Sciences Publishers. <a href=\"https://doi.org/10.2140/ant.2022.16.2385\">https://doi.org/10.2140/ant.2022.16.2385</a>","ieee":"T. D. Browning, T. Horesh, and F. A. Wilsch, “Equidistribution and freeness on Grassmannians,” <i>Algebra &#38; Number Theory</i>, vol. 16, no. 10. Mathematical Sciences Publishers, pp. 2385–2407, 2022.","ama":"Browning TD, Horesh T, Wilsch FA. Equidistribution and freeness on Grassmannians. <i>Algebra &#38; Number Theory</i>. 2022;16(10):2385-2407. doi:<a href=\"https://doi.org/10.2140/ant.2022.16.2385\">10.2140/ant.2022.16.2385</a>","short":"T.D. Browning, T. Horesh, F.A. Wilsch, Algebra &#38; Number Theory 16 (2022) 2385–2407.","ista":"Browning TD, Horesh T, Wilsch FA. 2022. Equidistribution and freeness on Grassmannians. Algebra &#38; Number Theory. 16(10), 2385–2407.","mla":"Browning, Timothy D., et al. “Equidistribution and Freeness on Grassmannians.” <i>Algebra &#38; Number Theory</i>, vol. 16, no. 10, Mathematical Sciences Publishers, 2022, pp. 2385–407, doi:<a href=\"https://doi.org/10.2140/ant.2022.16.2385\">10.2140/ant.2022.16.2385</a>."},"oa_version":"Preprint","month":"12","article_processing_charge":"No","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","quality_controlled":"1","publication_status":"published","author":[{"full_name":"Browning, Timothy D","first_name":"Timothy D","last_name":"Browning","id":"35827D50-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-8314-0177"},{"full_name":"Horesh, Tal","first_name":"Tal","last_name":"Horesh","id":"C8B7BF48-8D81-11E9-BCA9-F536E6697425"},{"first_name":"Florian Alexander","full_name":"Wilsch, Florian Alexander","orcid":"0000-0001-7302-8256","id":"560601DA-8D36-11E9-A136-7AC1E5697425","last_name":"Wilsch"}],"type":"journal_article","volume":16,"project":[{"grant_number":"EP-P026710-2","_id":"26A8D266-B435-11E9-9278-68D0E5697425","name":"Between rational and integral points"},{"grant_number":"P32428","call_identifier":"FWF","_id":"26AEDAB2-B435-11E9-9278-68D0E5697425","name":"New frontiers of the Manin conjecture"}],"abstract":[{"lang":"eng","text":"We associate a certain tensor product lattice to any primitive integer lattice and ask about its typical shape. These lattices are related to the tangent bundle of Grassmannians and their study is motivated by Peyre's programme on \"freeness\" for rational points of bounded height on Fano\r\nvarieties."}],"fulldoi":"https://doi.org/10.2140/ant.2022.16.2385","acknowledgement":"The authors are very grateful to Will Sawin for useful remarks about this topic. While working on this paper the first two authors were supported by EPSRC grant EP/P026710/1, and the first and last authors by FWF grant P 32428-N35.","day":"01","year":"2022","das_tickbox":"0","doi":"10.2140/ant.2022.16.2385","external_id":{"arxiv":["2102.11552"],"isi":["000961514100004"]},"supplementarymaterial":"no","publication":"Algebra & Number Theory","page":"2385-2407","arxiv":1,"publisher":"Mathematical Sciences Publishers","main_file_link":[{"url":"https://arxiv.org/abs/2102.11552","open_access":"1"}],"_id":"9199","corr_author":"1","publication_identifier":{"issn":["1937-0652"],"eissn":["1944-7833"]},"department":[{"_id":"TiBr"}],"oa":1,"date_published":"2022-12-01T00:00:00Z","article_type":"original","researchdata_availability":"no","scopus_import":"1","title":"Equidistribution and freeness on Grassmannians","intvolume":"        16"},{"article_processing_charge":"No","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","oa_version":"Preprint","citation":{"ama":"Lee JG, Pickard CJ, Cheng B. High-pressure phase behaviors of titanium dioxide revealed by a Δ-learning potential. <i>The Journal of chemical physics</i>. 2022;156(7). doi:<a href=\"https://doi.org/10.1063/5.0079844\">10.1063/5.0079844</a>","ieee":"J. G. Lee, C. J. Pickard, and B. Cheng, “High-pressure phase behaviors of titanium dioxide revealed by a Δ-learning potential,” <i>The Journal of chemical physics</i>, vol. 156, no. 7. AIP Publishing, 2022.","apa":"Lee, J. G., Pickard, C. J., &#38; Cheng, B. (2022). High-pressure phase behaviors of titanium dioxide revealed by a Δ-learning potential. <i>The Journal of Chemical Physics</i>. AIP Publishing. <a href=\"https://doi.org/10.1063/5.0079844\">https://doi.org/10.1063/5.0079844</a>","chicago":"Lee, Jacob G., Chris J. Pickard, and Bingqing Cheng. “High-Pressure Phase Behaviors of Titanium Dioxide Revealed by a Δ-Learning Potential.” <i>The Journal of Chemical Physics</i>. AIP Publishing, 2022. <a href=\"https://doi.org/10.1063/5.0079844\">https://doi.org/10.1063/5.0079844</a>.","mla":"Lee, Jacob G., et al. “High-Pressure Phase Behaviors of Titanium Dioxide Revealed by a Δ-Learning Potential.” <i>The Journal of Chemical Physics</i>, vol. 156, no. 7, 074106, AIP Publishing, 2022, doi:<a href=\"https://doi.org/10.1063/5.0079844\">10.1063/5.0079844</a>.","short":"J.G. Lee, C.J. Pickard, B. Cheng, The Journal of Chemical Physics 156 (2022).","ista":"Lee JG, Pickard CJ, Cheng B. 2022. High-pressure phase behaviors of titanium dioxide revealed by a Δ-learning potential. The Journal of chemical physics. 156(7), 074106."},"month":"02","publication_status":"published","author":[{"full_name":"Lee, Jacob G.","first_name":"Jacob G.","last_name":"Lee"},{"last_name":"Pickard","full_name":"Pickard, Chris J.","first_name":"Chris J."},{"orcid":"0000-0002-3584-9632","last_name":"Cheng","id":"cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9","full_name":"Cheng, Bingqing","first_name":"Bingqing"}],"dataavailabilitystatement":"All original data generated for the study and the Δ-learning potential for TiO2 constructed in this study are in the SI repository at https://github.com/jacobglee1/tio2-mlp.","type":"journal_article","quality_controlled":"1","status":"public","language":[{"iso":"eng"}],"issue":"7","isi":1,"date_updated":"2026-08-07T11:17:03Z","date_created":"2022-03-06T23:01:53Z","corr_author":"1","publication_identifier":{"eissn":["1089-7690"]},"oa":1,"department":[{"_id":"BiCh"}],"_id":"10827","researchdata_availability":"yes","title":"High-pressure phase behaviors of titanium dioxide revealed by a Δ-learning potential","scopus_import":"1","intvolume":"       156","article_number":"074106","date_published":"2022-02-16T00:00:00Z","article_type":"original","fulldoi":"https://doi.org/10.1063/5.0079844","acknowledgement":"J.G.L. and B.C. acknowledge the resources provided by the Cambridge Tier-2 system operated by the University of Cambridge Research Computing Service funded by the EPSRC Tier-2 capital (Grant No. EP/P020259/1).","day":"16","year":"2022","doi":"10.1063/5.0079844","das_tickbox":"1","volume":156,"abstract":[{"text":"Titanium dioxide has been extensively studied in the rutile or anatase phase, while its high-pressure phases are less well-understood, despite that many are thought to have interesting optical, mechanical, and electrochemical properties. First-principles methods, such as density functional theory (DFT), are often used to compute the enthalpies of TiO2 phases at 0 K, but they are expensive and, thus, impractical for long time scale and large system-size simulations at finite temperatures. On the other hand, cheap empirical potentials fail to capture the relative stabilities of various polymorphs. To model the thermodynamic behaviors of ambient and high-pressure phases of TiO2, we design an empirical model as a baseline and then train a machine learning potential based on the difference between the DFT data and the empirical model. This so-called Δ-learning potential contains long-range electrostatic interactions and predicts the 0 K enthalpies of stable TiO2 phases that are in good agreement with DFT. We construct a pressure–temperature phase diagram of TiO2 in the range 0 < P < 70 GPa and 100 < T < 1500 K. We then simulate dynamic phase transition processes by compressing anatase at different temperatures. At 300 K, we predominantly observe an anatase-to-baddeleyite transformation at about 20 GPa via a martensitic two-step mechanism with a highly ordered and collective atomic motion. At 2000 K, anatase can transform into cotunnite around 45–55 GPa in a thermally activated and probabilistic manner, accompanied by diffusive movement of oxygen atoms. The pressures computed for these transitions show good agreement with experiments. Our results shed light on how to synthesize and stabilize high-pressure TiO2 phases, and our method is generally applicable to other functional materials with multiple polymorphs.","lang":"eng"}],"main_file_link":[{"url":"https://arxiv.org/abs/2111.12968","open_access":"1"}],"supplementarymaterial":"yes","publication":"The Journal of chemical physics","external_id":{"pmid":["35183078"],"isi":["000796704500014"],"arxiv":["2111.12968"]},"publisher":"AIP Publishing","arxiv":1,"pmid":1},{"file":[{"date_updated":"2023-01-23T10:42:04Z","relation":"main_file","date_created":"2023-01-23T10:42:04Z","creator":"dernst","file_name":"2022_MachLearning_Poelking.pdf","success":1,"checksum":"8930d4ad6ed9b47358c6f1a68666adb6","content_type":"application/pdf","file_id":"12343","file_size":13814559,"access_level":"open_access"}],"date_updated":"2026-08-07T11:19:31Z","date_created":"2023-01-12T12:02:21Z","status":"public","has_accepted_license":"1","isi":1,"issue":"4","ddc":["000"],"related_material":{"link":[{"url":"https://github.com/capoe/benchml","relation":"software"}]},"language":[{"iso":"eng"}],"type":"journal_article","dataavailabilitystatement":"The datasets used for this study are available at https://github.com/BingqingCheng/linear-regression-benchmarks. All data that support the findings of this study are included within the article (and any supplementary files).","author":[{"first_name":"Carl","full_name":"Poelking, Carl","last_name":"Poelking"},{"full_name":"Faber, Felix A","first_name":"Felix A","last_name":"Faber"},{"first_name":"Bingqing","full_name":"Cheng, Bingqing","orcid":"0000-0002-3584-9632","id":"cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9","last_name":"Cheng"}],"publication_status":"published","quality_controlled":"1","file_date_updated":"2023-01-23T10:42:04Z","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","article_processing_charge":"No","month":"11","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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","citation":{"ista":"Poelking C, Faber FA, Cheng B. 2022. BenchML: An extensible pipelining framework for benchmarking representations of materials and molecules at scale. Machine Learning: Science and Technology. 3(4), 040501.","short":"C. Poelking, F.A. Faber, B. Cheng, Machine Learning: Science and Technology 3 (2022).","mla":"Poelking, Carl, et al. “BenchML: An Extensible Pipelining Framework for Benchmarking Representations of Materials and Molecules at Scale.” <i>Machine Learning: Science and Technology</i>, vol. 3, no. 4, 040501, IOP Publishing, 2022, doi:<a href=\"https://doi.org/10.1088/2632-2153/ac4d11\">10.1088/2632-2153/ac4d11</a>.","chicago":"Poelking, Carl, Felix A Faber, and Bingqing Cheng. “BenchML: An Extensible Pipelining Framework for Benchmarking Representations of Materials and Molecules at Scale.” <i>Machine Learning: Science and Technology</i>. IOP Publishing, 2022. <a href=\"https://doi.org/10.1088/2632-2153/ac4d11\">https://doi.org/10.1088/2632-2153/ac4d11</a>.","apa":"Poelking, C., Faber, F. A., &#38; Cheng, B. (2022). BenchML: An extensible pipelining framework for benchmarking representations of materials and molecules at scale. <i>Machine Learning: Science and Technology</i>. IOP Publishing. <a href=\"https://doi.org/10.1088/2632-2153/ac4d11\">https://doi.org/10.1088/2632-2153/ac4d11</a>","ieee":"C. Poelking, F. A. Faber, and B. Cheng, “BenchML: An extensible pipelining framework for benchmarking representations of materials and molecules at scale,” <i>Machine Learning: Science and Technology</i>, vol. 3, no. 4. IOP Publishing, 2022.","ama":"Poelking C, Faber FA, Cheng B. BenchML: An extensible pipelining framework for benchmarking representations of materials and molecules at scale. <i>Machine Learning: Science and Technology</i>. 2022;3(4). doi:<a href=\"https://doi.org/10.1088/2632-2153/ac4d11\">10.1088/2632-2153/ac4d11</a>"},"publisher":"IOP Publishing","supplementarymaterial":"yes","publication":"Machine Learning: Science and Technology","external_id":{"isi":["000886534000001"]},"das_tickbox":"1","year":"2022","doi":"10.1088/2632-2153/ac4d11","acknowledgement":"C P acknowledges funding from Astex through the Sustaining Innovation Program under the Milner Consortium. B C acknowledges resources provided by the Cambridge Tier-2 system operated by the University of Cambridge Research Computing Service funded by EPSRC Tier-2 capital Grant EP/P020259/1. F A F acknowledges funding from the Swiss National Science Foundation (Grant No. P2BSP2_191736). ","day":"17","fulldoi":"https://doi.org/10.1088/2632-2153/ac4d11","keyword":["Artificial Intelligence","Human-Computer Interaction","Software"],"abstract":[{"text":"We introduce a machine-learning (ML) framework for high-throughput benchmarking of diverse representations of chemical systems against datasets of materials and molecules. The guiding principle underlying the benchmarking approach is to evaluate raw descriptor performance by limiting model complexity to simple regression schemes while enforcing best ML practices, allowing for unbiased hyperparameter optimization, and assessing learning progress through learning curves along series of synchronized train-test splits. The resulting models are intended as baselines that can inform future method development, in addition to indicating how easily a given dataset can be learnt. Through a comparative analysis of the training outcome across a diverse set of physicochemical, topological and geometric representations, we glean insight into the relative merits of these representations as well as their interrelatedness.","lang":"eng"}],"volume":3,"article_number":"040501","intvolume":"         3","title":"BenchML: An extensible pipelining framework for benchmarking representations of materials and molecules at scale","scopus_import":"1","researchdata_availability":"yes","article_type":"original","date_published":"2022-11-17T00:00:00Z","department":[{"_id":"BiCh"}],"oa":1,"publication_identifier":{"issn":["2632-2153"]},"corr_author":"1","_id":"12128"},{"status":"public","has_accepted_license":"1","language":[{"iso":"eng"}],"related_material":{"link":[{"relation":"software","url":"https://github.com/ BingqingCheng/S0"}]},"ddc":["530","540"],"issue":"12","isi":1,"file":[{"success":1,"file_name":"2022_JourChemPhysics_Cheng.pdf","creator":"dernst","relation":"main_file","date_created":"2023-01-30T09:07:00Z","date_updated":"2023-01-30T09:07:00Z","content_type":"application/pdf","checksum":"b0915b706568a663a9a372fca24adf35","file_id":"12441","access_level":"open_access","file_size":4402384}],"date_updated":"2026-08-07T11:22:29Z","date_created":"2023-01-16T09:56:20Z","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","article_processing_charge":"No","citation":{"ieee":"B. Cheng, “Computing chemical potentials of solutions from structure factors,” <i>The Journal of Chemical Physics</i>, vol. 157, no. 12. AIP Publishing, 2022.","apa":"Cheng, B. (2022). Computing chemical potentials of solutions from structure factors. <i>The Journal of Chemical Physics</i>. AIP Publishing. <a href=\"https://doi.org/10.1063/5.0107059\">https://doi.org/10.1063/5.0107059</a>","ama":"Cheng B. Computing chemical potentials of solutions from structure factors. <i>The Journal of Chemical Physics</i>. 2022;157(12). doi:<a href=\"https://doi.org/10.1063/5.0107059\">10.1063/5.0107059</a>","chicago":"Cheng, Bingqing. “Computing Chemical Potentials of Solutions from Structure Factors.” <i>The Journal of Chemical Physics</i>. AIP Publishing, 2022. <a href=\"https://doi.org/10.1063/5.0107059\">https://doi.org/10.1063/5.0107059</a>.","mla":"Cheng, Bingqing. “Computing Chemical Potentials of Solutions from Structure Factors.” <i>The Journal of Chemical Physics</i>, vol. 157, no. 12, 121101, AIP Publishing, 2022, doi:<a href=\"https://doi.org/10.1063/5.0107059\">10.1063/5.0107059</a>.","short":"B. Cheng, The Journal of Chemical Physics 157 (2022).","ista":"Cheng B. 2022. Computing chemical potentials of solutions from structure factors. The Journal of Chemical Physics. 157(12), 121101."},"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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"oa_version":"Published Version","month":"09","publication_status":"published","type":"journal_article","author":[{"full_name":"Cheng, Bingqing","first_name":"Bingqing","last_name":"Cheng","id":"cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9","orcid":"0000-0002-3584-9632"}],"dataavailabilitystatement":"All PYTHON scripts and simulation input files generated for the study are in the SI repository https://github.com/BingqingCheng/S0, Ref. 29.\r\n29. B. Cheng, https://github.com/BingqingCheng/S0 “Data repository for the S0 method” (2020).","file_date_updated":"2023-01-30T09:07:00Z","quality_controlled":"1","day":"30","acknowledgement":"I thank Daan Frenkel for providing feedback on an early draft and for stimulating discussions, Debashish Mukherji and Robinson Cortes-Huerto for sharing the trajectories for urea–water mixtures, and Aleks Reinhardt for useful suggestions on the manuscript.","keyword":["Physical and Theoretical Chemistry","General Physics and Astronomy"],"fulldoi":"https://doi.org/10.1063/5.0107059","year":"2022","das_tickbox":"1","doi":"10.1063/5.0107059","volume":157,"abstract":[{"lang":"eng","text":"The chemical potential of a component in a solution is defined as the free energy change as the amount of that component changes. Computing this fundamental thermodynamic property from atomistic simulations is notoriously difficult because of the convergence issues involved in free energy methods and finite size effects. This Communication presents the so-called S0 method, which can be used to obtain chemical potentials from static structure factors computed from equilibrium molecular dynamics simulations under the isothermal–isobaric ensemble. This new method is demonstrated on the systems of binary Lennard-Jones particles, urea–water mixtures, a NaCl aqueous solution, and a high-pressure carbon–hydrogen mixture. "}],"publisher":"AIP Publishing","supplementarymaterial":"yes","publication":"The Journal of Chemical Physics","external_id":{"pmid":["36182422"],"isi":["000862856000003"]},"pmid":1,"publication_identifier":{"issn":["0021-9606"],"eissn":["1089-7690"]},"corr_author":"1","oa":1,"department":[{"_id":"BiCh"}],"_id":"12249","researchdata_availability":"yes","article_number":"121101","intvolume":"       157","title":"Computing chemical potentials of solutions from structure factors","scopus_import":"1","article_type":"original","date_published":"2022-09-30T00:00:00Z"},{"article_processing_charge":"No","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","month":"08","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)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"citation":{"short":"A. Reinhardt, M. Bethkenhagen, F. Coppari, M. Millot, S. Hamel, B. Cheng, Nature Communications 13 (2022).","ista":"Reinhardt A, Bethkenhagen M, Coppari F, Millot M, Hamel S, Cheng B. 2022. Thermodynamics of high-pressure ice phases explored with atomistic simulations. Nature Communications. 13, 4707.","mla":"Reinhardt, Aleks, et al. “Thermodynamics of High-Pressure Ice Phases Explored with Atomistic Simulations.” <i>Nature Communications</i>, vol. 13, 4707, Springer Nature, 2022, doi:<a href=\"https://doi.org/10.1038/s41467-022-32374-1\">10.1038/s41467-022-32374-1</a>.","chicago":"Reinhardt, Aleks, Mandy Bethkenhagen, Federica Coppari, Marius Millot, Sebastien Hamel, and Bingqing Cheng. “Thermodynamics of High-Pressure Ice Phases Explored with Atomistic Simulations.” <i>Nature Communications</i>. Springer Nature, 2022. <a href=\"https://doi.org/10.1038/s41467-022-32374-1\">https://doi.org/10.1038/s41467-022-32374-1</a>.","ama":"Reinhardt A, Bethkenhagen M, Coppari F, Millot M, Hamel S, Cheng B. Thermodynamics of high-pressure ice phases explored with atomistic simulations. <i>Nature Communications</i>. 2022;13. doi:<a href=\"https://doi.org/10.1038/s41467-022-32374-1\">10.1038/s41467-022-32374-1</a>","ieee":"A. Reinhardt, M. Bethkenhagen, F. Coppari, M. Millot, S. Hamel, and B. Cheng, “Thermodynamics of high-pressure ice phases explored with atomistic simulations,” <i>Nature Communications</i>, vol. 13. Springer Nature, 2022.","apa":"Reinhardt, A., Bethkenhagen, M., Coppari, F., Millot, M., Hamel, S., &#38; Cheng, B. (2022). Thermodynamics of high-pressure ice phases explored with atomistic simulations. <i>Nature Communications</i>. Springer Nature. <a href=\"https://doi.org/10.1038/s41467-022-32374-1\">https://doi.org/10.1038/s41467-022-32374-1</a>"},"dataavailabilitystatement":"All original data generated for the study are in the SI repository https://github.com/BingqingCheng/highP-ice.","author":[{"last_name":"Reinhardt","full_name":"Reinhardt, Aleks","first_name":"Aleks"},{"last_name":"Bethkenhagen","full_name":"Bethkenhagen, Mandy","first_name":"Mandy"},{"full_name":"Coppari, Federica","first_name":"Federica","last_name":"Coppari"},{"full_name":"Millot, Marius","first_name":"Marius","last_name":"Millot"},{"first_name":"Sebastien","full_name":"Hamel, Sebastien","last_name":"Hamel"},{"orcid":"0000-0002-3584-9632","id":"cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9","last_name":"Cheng","first_name":"Bingqing","full_name":"Cheng, Bingqing"}],"type":"journal_article","publication_status":"published","quality_controlled":"1","file_date_updated":"2022-08-22T06:33:02Z","has_accepted_license":"1","status":"public","isi":1,"language":[{"iso":"eng"}],"ddc":["540"],"file":[{"success":1,"file_name":"2022_NatureCommunications_Reinhardt.pdf","creator":"dernst","date_updated":"2022-08-22T06:33:02Z","relation":"main_file","date_created":"2022-08-22T06:33:02Z","content_type":"application/pdf","checksum":"8ff9b689cde59fd3a9959a9f01929dea","file_id":"11939","access_level":"open_access","file_size":1767206}],"date_created":"2022-08-21T22:01:55Z","date_updated":"2026-08-07T11:18:25Z","oa":1,"department":[{"_id":"BiCh"}],"corr_author":"1","publication_identifier":{"eissn":["2041-1723"]},"_id":"11937","scopus_import":"1","title":"Thermodynamics of high-pressure ice phases explored with atomistic simulations","intvolume":"        13","article_number":"4707","researchdata_availability":"yes","date_published":"2022-08-10T00:00:00Z","article_type":"original","doi":"10.1038/s41467-022-32374-1","year":"2022","das_tickbox":"1","fulldoi":"https://doi.org/10.1038/s41467-022-32374-1","acknowledgement":"We thank Chris Pickard for providing the initial structures of high-pressure ice phases and for useful advice. A.R. and B.C. acknowledge resources provided by the Cambridge Tier-2 system operated by the University of Cambridge Research Computing Service funded by EPSRC Tier-2 capital grant EP/P020259/1. M.B. was supported by the European Union within the Marie Skłodowska-Curie actions (xICE grant 894725) and acknowledges computational resources at North-German Supercomputing Alliance (HLRN) facilities. S.H. and M.M. acknowledge support from LDRD 19-ERD-031 and computing support from the Lawrence Livermore National Laboratory (LLNL) Institutional Computing Grand Challenge programme. F.C. acknowledges support from the US DOE Office of Science, Office of Fusion Energy Sciences. Lawrence Livermore National Laboratory is operated by Lawrence Livermore National Security, LLC, for the U.S. Department of Energy, National Nuclear Security Administration under Contract DE-AC52-07NA27344.","day":"10","abstract":[{"lang":"eng","text":"Most experimentally known high-pressure ice phases have a body-centred cubic (bcc) oxygen lattice. Our large-scale molecular-dynamics simulations with a machine-learning potential indicate that, amongst these bcc ice phases, ices VII, VII′ and X are the same thermodynamic phase under different conditions, whereas superionic ice VII″ has a first-order phase boundary with ice VII′. Moreover, at about 300 GPa, the transformation between ice X and the Pbcm phase has a sharp structural change but no apparent activation barrier, whilst at higher pressures the barrier gradually increases. Our study thus clarifies the phase behaviour of the high-pressure ices and reveals peculiar solid–solid transition mechanisms not known in other systems."}],"volume":13,"pmid":1,"publication":"Nature Communications","supplementarymaterial":"yes","external_id":{"isi":["000838655300022"],"pmid":["35948550"]},"publisher":"Springer Nature"},{"date_created":"2021-07-20T06:31:53Z","date_updated":"2026-08-07T11:23:54Z","file":[{"date_created":"2024-05-29T06:21:33Z","date_updated":"2024-05-29T06:21:33Z","relation":"main_file","file_name":"2022_PNASNexus_Glielmo.pdf","creator":"dernst","success":1,"checksum":"f6552854d760eb574ce97abce2c8ef89","content_type":"application/pdf","file_id":"17080","file_size":2005167,"access_level":"open_access"}],"ddc":["000"],"language":[{"iso":"eng"}],"issue":"2","has_accepted_license":"1","status":"public","file_date_updated":"2024-05-29T06:21:33Z","quality_controlled":"1","publication_status":"published","dataavailabilitystatement":"Details on the datasets used are available in the supplementary material.","author":[{"last_name":"Glielmo","first_name":"Aldo","full_name":"Glielmo, Aldo"},{"last_name":"Zeni","full_name":"Zeni, Claudio","first_name":"Claudio"},{"orcid":"0000-0002-3584-9632","id":"cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9","last_name":"Cheng","first_name":"Bingqing","full_name":"Cheng, Bingqing"},{"first_name":"Gabor","full_name":"Csanyi, Gabor","last_name":"Csanyi"},{"last_name":"Laio","full_name":"Laio, Alessandro","first_name":"Alessandro"}],"type":"journal_article","oa_version":"Published Version","tmp":{"short":"CC BY-NC-ND (4.0)","image":"/images/cc_by_nc_nd.png","name":"Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode"},"citation":{"mla":"Glielmo, Aldo, et al. “Ranking the Information Content of Distance Measures.” <i>PNAS Nexus</i>, vol. 1, no. 2, pgac039, Oxford University Press, 2022, doi:<a href=\"https://doi.org/10.1093/pnasnexus/pgac039\">10.1093/pnasnexus/pgac039</a>.","ista":"Glielmo A, Zeni C, Cheng B, Csanyi G, Laio A. 2022. Ranking the information content of distance measures. PNAS Nexus. 1(2), pgac039.","short":"A. Glielmo, C. Zeni, B. Cheng, G. Csanyi, A. Laio, PNAS Nexus 1 (2022).","apa":"Glielmo, A., Zeni, C., Cheng, B., Csanyi, G., &#38; Laio, A. (2022). Ranking the information content of distance measures. <i>PNAS Nexus</i>. Oxford University Press. <a href=\"https://doi.org/10.1093/pnasnexus/pgac039\">https://doi.org/10.1093/pnasnexus/pgac039</a>","ieee":"A. Glielmo, C. Zeni, B. Cheng, G. Csanyi, and A. Laio, “Ranking the information content of distance measures,” <i>PNAS Nexus</i>, vol. 1, no. 2. Oxford University Press, 2022.","ama":"Glielmo A, Zeni C, Cheng B, Csanyi G, Laio A. Ranking the information content of distance measures. <i>PNAS Nexus</i>. 2022;1(2). doi:<a href=\"https://doi.org/10.1093/pnasnexus/pgac039\">10.1093/pnasnexus/pgac039</a>","chicago":"Glielmo, Aldo, Claudio Zeni, Bingqing Cheng, Gabor Csanyi, and Alessandro Laio. “Ranking the Information Content of Distance Measures.” <i>PNAS Nexus</i>. Oxford University Press, 2022. <a href=\"https://doi.org/10.1093/pnasnexus/pgac039\">https://doi.org/10.1093/pnasnexus/pgac039</a>."},"month":"05","article_processing_charge":"Yes","user_id":"317138e5-6ab7-11ef-aa6d-ffef3953e345","external_id":{"pmid":["36713323"],"arxiv":["2104.15079"]},"supplementarymaterial":"yes","publication":"PNAS Nexus","publisher":"Oxford University Press","arxiv":1,"pmid":1,"volume":1,"abstract":[{"lang":"eng","text":"Real-world data typically contain a large number of features that are often heterogeneous in nature, relevance, and also units of measure. When assessing the similarity between data points, one can build various distance measures using subsets of these features. Using the fewest features but still retaining sufficient information about the system is crucial in many statistical learning approaches, particularly when data are sparse. We introduce a statistical test that can assess the relative information retained when using two different distance measures, and determine if they are equivalent, independent, or if one is more informative than the other. This in turn allows finding the most informative distance measure out of a pool of candidates. The approach is applied to find the most relevant policy variables for controlling the Covid-19 epidemic and to find compact yet informative representations of atomic structures, but its potential applications are wide ranging in many branches of science."}],"fulldoi":"https://doi.org/10.1093/pnasnexus/pgac039","day":"01","acknowledgement":"A.G., C.Z., and A.L. gratefully acknowledge support from the European Union’s Horizon 2020 research and innovation program (grant number 824143, MaX ’Materials design at the eXascale’ Centre of Excellence). The authors would like to thank M. Carli, D. Doimo, and I. Macocco (SISSA) for the discussions, M. Caro (Aalto University) for the precious help in using the TurboGap code, and D. Frenkel (University of Cambridge) and N. Bernstein (US Naval Research Laboratory) for useful feedback on the manuscript.\r\nThis work is supported in part by funds from the European Union’s Horizon 2020 research and innovation program (grant number 824143, MaX ’Materials design at the eXascale’ Centre of Excellence).","doi":"10.1093/pnasnexus/pgac039","year":"2022","das_tickbox":"1","date_published":"2022-05-01T00:00:00Z","article_type":"original","researchdata_availability":"no","scopus_import":"1","title":"Ranking the information content of distance measures","intvolume":"         1","article_number":"pgac039","_id":"9695","publication_identifier":{"eissn":["2752-6542"]},"department":[{"_id":"BiCh"}],"oa":1},{"date_published":"2022-10-01T00:00:00Z","article_type":"original","scopus_import":"1","title":"Gradient flow formulation of diffusion equations in the Wasserstein space over a metric graph","intvolume":"        17","_id":"11700","oa":1,"department":[{"_id":"JaMa"}],"corr_author":"1","publication_identifier":{"issn":["1556-1801"],"eissn":["1556-181X"]},"publication":"Networks and Heterogeneous Media","external_id":{"isi":["000812422100001"],"arxiv":["2105.05677"]},"page":"687-717","publisher":"AIMS","arxiv":1,"main_file_link":[{"open_access":"1","url":"https://doi.org/10.48550/arXiv.2105.05677"}],"ec_funded":1,"abstract":[{"text":"This paper contains two contributions in the study of optimal transport on metric graphs. Firstly, we prove a Benamou–Brenier formula for the Wasserstein distance, which establishes the equivalence of static and dynamical optimal transport. Secondly, in the spirit of Jordan–Kinderlehrer–Otto, we show that McKean–Vlasov equations can be formulated as gradient flow of the free energy in the Wasserstein space of probability measures. The proofs of these results are based on careful regularisation arguments to circumvent some of the difficulties arising in metric graphs, namely, branching of geodesics and the failure of semi-convexity of entropy functionals in the Wasserstein space.","lang":"eng"}],"volume":17,"project":[{"grant_number":"716117","call_identifier":"H2020","_id":"256E75B8-B435-11E9-9278-68D0E5697425","name":"Optimal Transport and Stochastic Dynamics"},{"grant_number":"F6504","name":"Taming Complexity in Partial Differential Systems","_id":"fc31cba2-9c52-11eb-aca3-ff467d239cd2"}],"year":"2022","doi":"10.3934/nhm.2022023","fulldoi":"https://doi.org/10.3934/nhm.2022023","acknowledgement":"ME acknowledges funding by the Deutsche Forschungsgemeinschaft (DFG), Grant SFB 1283/2 2021 – 317210226. DF and JM were supported by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 716117). JM also acknowledges support by the Austrian Science Fund (FWF), Project SFB F65. The work of DM was partially supported by the Deutsche Forschungsgemeinschaft\r\n(DFG), Grant 397230547. This article is based upon work from COST Action\r\n18232 MAT-DYN-NET, supported by COST (European Cooperation in Science\r\nand Technology), www.cost.eu. We wish to thank Martin Burger and Jan-Frederik\r\nPietschmann for useful discussions. We are grateful to the anonymous referees for\r\ntheir careful reading and useful suggestions.","day":"01","quality_controlled":"1","author":[{"full_name":"Erbar, Matthias","first_name":"Matthias","last_name":"Erbar"},{"first_name":"Dominik L","full_name":"Forkert, Dominik L","id":"35C79D68-F248-11E8-B48F-1D18A9856A87","last_name":"Forkert"},{"first_name":"Jan","full_name":"Maas, Jan","id":"4C5696CE-F248-11E8-B48F-1D18A9856A87","last_name":"Maas","orcid":"0000-0002-0845-1338"},{"full_name":"Mugnolo, Delio","first_name":"Delio","last_name":"Mugnolo"}],"type":"journal_article","publication_status":"published","month":"10","oa_version":"Preprint","citation":{"ama":"Erbar M, Forkert DL, Maas J, Mugnolo D. Gradient flow formulation of diffusion equations in the Wasserstein space over a metric graph. <i>Networks and Heterogeneous Media</i>. 2022;17(5):687-717. doi:<a href=\"https://doi.org/10.3934/nhm.2022023\">10.3934/nhm.2022023</a>","ieee":"M. Erbar, D. L. Forkert, J. Maas, and D. Mugnolo, “Gradient flow formulation of diffusion equations in the Wasserstein space over a metric graph,” <i>Networks and Heterogeneous Media</i>, vol. 17, no. 5. AIMS, pp. 687–717, 2022.","apa":"Erbar, M., Forkert, D. L., Maas, J., &#38; Mugnolo, D. (2022). Gradient flow formulation of diffusion equations in the Wasserstein space over a metric graph. <i>Networks and Heterogeneous Media</i>. AIMS. <a href=\"https://doi.org/10.3934/nhm.2022023\">https://doi.org/10.3934/nhm.2022023</a>","chicago":"Erbar, Matthias, Dominik L Forkert, Jan Maas, and Delio Mugnolo. “Gradient Flow Formulation of Diffusion Equations in the Wasserstein Space over a Metric Graph.” <i>Networks and Heterogeneous Media</i>. AIMS, 2022. <a href=\"https://doi.org/10.3934/nhm.2022023\">https://doi.org/10.3934/nhm.2022023</a>.","mla":"Erbar, Matthias, et al. “Gradient Flow Formulation of Diffusion Equations in the Wasserstein Space over a Metric Graph.” <i>Networks and Heterogeneous Media</i>, vol. 17, no. 5, AIMS, 2022, pp. 687–717, doi:<a href=\"https://doi.org/10.3934/nhm.2022023\">10.3934/nhm.2022023</a>.","ista":"Erbar M, Forkert DL, Maas J, Mugnolo D. 2022. Gradient flow formulation of diffusion equations in the Wasserstein space over a metric graph. Networks and Heterogeneous Media. 17(5), 687–717.","short":"M. Erbar, D.L. Forkert, J. Maas, D. Mugnolo, Networks and Heterogeneous Media 17 (2022) 687–717."},"article_processing_charge":"No","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","date_created":"2022-07-31T22:01:46Z","date_updated":"2026-08-12T06:20:30Z","issue":"5","isi":1,"language":[{"iso":"eng"}],"status":"public"},{"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","article_processing_charge":"No","conference":{"location":"New Orleans, LA, United States","end_date":"2022-06-24","name":"CVPR: Computer Vision and Pattern Recognition","start_date":"2022-06-18"},"citation":{"chicago":"Iofinova, Eugenia B, Alexandra Krumes, Mark Kurtz, and Dan-Adrian Alistarh. “How Well Do Sparse ImageNet Models Transfer?” In <i>2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition</i>, 12256–66. IEEE, 2022. <a href=\"https://doi.org/10.1109/cvpr52688.2022.01195\">https://doi.org/10.1109/cvpr52688.2022.01195</a>.","ama":"Iofinova EB, Krumes A, Kurtz M, Alistarh D-A. How well do sparse ImageNet models transfer? In: <i>2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition</i>. IEEE; 2022:12256-12266. doi:<a href=\"https://doi.org/10.1109/cvpr52688.2022.01195\">10.1109/cvpr52688.2022.01195</a>","ieee":"E. B. Iofinova, A. Krumes, M. Kurtz, and D.-A. Alistarh, “How well do sparse ImageNet models transfer?,” in <i>2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition</i>, New Orleans, LA, United States, 2022, pp. 12256–12266.","apa":"Iofinova, E. B., Krumes, A., Kurtz, M., &#38; Alistarh, D.-A. (2022). How well do sparse ImageNet models transfer? In <i>2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition</i> (pp. 12256–12266). New Orleans, LA, United States: IEEE. <a href=\"https://doi.org/10.1109/cvpr52688.2022.01195\">https://doi.org/10.1109/cvpr52688.2022.01195</a>","short":"E.B. Iofinova, A. Krumes, M. Kurtz, D.-A. Alistarh, in:, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2022, pp. 12256–12266.","ista":"Iofinova EB, Krumes A, Kurtz M, Alistarh D-A. 2022. How well do sparse ImageNet models transfer? 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Computer Vision and Pattern Recognition, 12256–12266.","mla":"Iofinova, Eugenia B., et al. “How Well Do Sparse ImageNet Models Transfer?” <i>2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition</i>, IEEE, 2022, pp. 12256–66, doi:<a href=\"https://doi.org/10.1109/cvpr52688.2022.01195\">10.1109/cvpr52688.2022.01195</a>."},"oa_version":"Preprint","month":"09","publication_status":"published","type":"conference","author":[{"first_name":"Eugenia B","full_name":"Iofinova, Eugenia B","id":"f9a17499-f6e0-11ea-865d-fdf9a3f77117","last_name":"Iofinova","orcid":"0000-0002-7778-3221"},{"first_name":"Elena-Alexandra","full_name":"Peste, Elena-Alexandra","id":"32D78294-F248-11E8-B48F-1D18A9856A87","last_name":"Peste"},{"full_name":"Kurtz, Mark","first_name":"Mark","last_name":"Kurtz"},{"orcid":"0000-0003-3650-940X","id":"4A899BFC-F248-11E8-B48F-1D18A9856A87","last_name":"Alistarh","first_name":"Dan-Adrian","full_name":"Alistarh, Dan-Adrian"}],"quality_controlled":"1","status":"public","language":[{"iso":"eng"}],"related_material":{"record":[{"relation":"dissertation_contains","id":"13074","status":"public"}]},"isi":1,"date_created":"2023-01-16T10:06:00Z","date_updated":"2026-08-12T06:34:08Z","publication_identifier":{"eissn":["2575-7075"]},"corr_author":"1","department":[{"_id":"DaAl"},{"_id":"ChLa"}],"oa":1,"_id":"12299","title":"How well do sparse ImageNet models transfer?","scopus_import":"1","date_published":"2022-09-27T00:00:00Z","day":"27","acknowledgement":"he authors would like to sincerely thank Christoph Lampert and Nir Shavit for fruitful discussions during the development of this work, and Eldar Kurtic for experimental support. EI was supported in part by the FWF DK VGSCO, grant agreement number W1260-N35, while AP and DA acknowledge generous support by the ERC, via Starting Grant 805223 ScaleML.","fulldoi":"https://doi.org/10.1109/cvpr52688.2022.01195","year":"2022","doi":"10.1109/cvpr52688.2022.01195","project":[{"grant_number":"W1260-N35","name":"Vienna Graduate School on Computational Optimization","_id":"9B9290DE-BA93-11EA-9121-9846C619BF3A"},{"grant_number":"805223","call_identifier":"H2020","_id":"268A44D6-B435-11E9-9278-68D0E5697425","name":"Elastic Coordination for Scalable Machine Learning"}],"ec_funded":1,"abstract":[{"text":"Transfer learning is a classic paradigm by which models pretrained on large “upstream” datasets are adapted to yield good results on “downstream” specialized datasets. Generally, more accurate models on the “upstream” dataset tend to provide better transfer accuracy “downstream”. In this work, we perform an in-depth investigation of this phenomenon in the context of convolutional neural networks (CNNs) trained on the ImageNet dataset, which have been pruned-that is, compressed by sparsifiying their connections. We consider transfer using unstructured pruned models obtained by applying several state-of-the-art pruning methods, including magnitude-based, second-order, regrowth, lottery-ticket, and regularization approaches, in the context of twelve standard transfer tasks. In a nutshell, our study shows that sparse models can match or even outperform the transfer performance of dense models, even at high sparsities, and, while doing so, can lead to significant inference and even training speedups. At the same time, we observe and analyze significant differences in the behaviour of different pruning methods. The code is available at: https://github.com/IST-DASLab/sparse-imagenet-transfer.","lang":"eng"}],"main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2111.13445","open_access":"1"}],"publisher":"IEEE","arxiv":1,"publication":"2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition","external_id":{"arxiv":["2111.13445"],"isi":["000870759105034"]},"page":"12256-12266"},{"status":"public","isi":1,"language":[{"iso":"eng"}],"date_created":"2023-01-12T12:09:38Z","date_updated":"2026-08-12T06:35:14Z","conference":{"start_date":"2022-08-21","name":"ICPR: International Conference on Pattern Recognition","end_date":"2022-08-25","location":"Montreal, Canada"},"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","article_processing_charge":"No","month":"11","oa_version":"Preprint","citation":{"ista":"Tomaszewska P, Lampert C. 2022. Lightweight conditional model extrapolation for streaming data under class-prior shift. 26th International Conference on Pattern Recognition. ICPR: International Conference on Pattern Recognition vol. 2022, 2128–2134.","short":"P. Tomaszewska, C. Lampert, in:, 26th International Conference on Pattern Recognition, IEEE, 2022, pp. 2128–2134.","mla":"Tomaszewska, Paulina, and Christoph Lampert. “Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift.” <i>26th International Conference on Pattern Recognition</i>, vol. 2022, IEEE, 2022, pp. 2128–34, doi:<a href=\"https://doi.org/10.1109/icpr56361.2022.9956195\">10.1109/icpr56361.2022.9956195</a>.","chicago":"Tomaszewska, Paulina, and Christoph Lampert. “Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift.” In <i>26th International Conference on Pattern Recognition</i>, 2022:2128–34. IEEE, 2022. <a href=\"https://doi.org/10.1109/icpr56361.2022.9956195\">https://doi.org/10.1109/icpr56361.2022.9956195</a>.","ama":"Tomaszewska P, Lampert C. Lightweight conditional model extrapolation for streaming data under class-prior shift. In: <i>26th International Conference on Pattern Recognition</i>. Vol 2022. IEEE; 2022:2128-2134. doi:<a href=\"https://doi.org/10.1109/icpr56361.2022.9956195\">10.1109/icpr56361.2022.9956195</a>","apa":"Tomaszewska, P., &#38; Lampert, C. (2022). Lightweight conditional model extrapolation for streaming data under class-prior shift. In <i>26th International Conference on Pattern Recognition</i> (Vol. 2022, pp. 2128–2134). Montreal, Canada: IEEE. <a href=\"https://doi.org/10.1109/icpr56361.2022.9956195\">https://doi.org/10.1109/icpr56361.2022.9956195</a>","ieee":"P. Tomaszewska and C. Lampert, “Lightweight conditional model extrapolation for streaming data under class-prior shift,” in <i>26th International Conference on Pattern Recognition</i>, Montreal, Canada, 2022, vol. 2022, pp. 2128–2134."},"type":"conference","author":[{"last_name":"Tomaszewska","first_name":"Paulina","full_name":"Tomaszewska, Paulina"},{"orcid":"0000-0001-8622-7887","last_name":"Lampert","id":"40C20FD2-F248-11E8-B48F-1D18A9856A87","full_name":"Lampert, Christoph","first_name":"Christoph"}],"publication_status":"published","quality_controlled":"1","year":"2022","doi":"10.1109/icpr56361.2022.9956195","day":"29","fulldoi":"https://doi.org/10.1109/icpr56361.2022.9956195","abstract":[{"text":"We introduce LIMES, a new method for learning with non-stationary streaming data, inspired by the recent success of meta-learning. The main idea is not to attempt to learn a single classifier that would have to work well across all occurring data distributions, nor many separate classifiers, but to exploit a hybrid strategy: we learn a single set of model parameters from which a specific classifier for any specific data distribution is derived via classifier adaptation. Assuming a multiclass classification setting with class-prior shift, the adaptation step can be performed analytically with only the classifier’s bias terms being affected. Another contribution of our work is an extrapolation step that predicts suitable adaptation parameters for future time steps based on the previous data. In combination, we obtain a lightweight procedure for learning from streaming data with varying class distribution that adds no trainable parameters and almost no memory or computational overhead compared to training a single model. Experiments on a set of exemplary tasks using Twitter data show that LIMES achieves higher accuracy than alternative approaches, especially with respect to the relevant real-world metric of lowest within-day accuracy.","lang":"eng"}],"volume":2022,"main_file_link":[{"url":"https://doi.org/10.48550/arXiv.2206.05181","open_access":"1"}],"publisher":"IEEE","arxiv":1,"external_id":{"arxiv":["2206.05181"],"isi":["000897707602018"]},"publication":"26th International Conference on Pattern Recognition","page":"2128-2134","oa":1,"department":[{"_id":"ChLa"}],"publication_identifier":{"eissn":["2831-7475"],"eisbn":["9781665490627"]},"corr_author":"1","_id":"12161","intvolume":"      2022","title":"Lightweight conditional model extrapolation for streaming data under class-prior shift","scopus_import":"1","date_published":"2022-11-29T00:00:00Z"},{"type":"conference","author":[{"full_name":"De la Rocha, Alfonso","first_name":"Alfonso","last_name":"De la Rocha"},{"full_name":"Kokoris Kogias, Eleftherios","first_name":"Eleftherios","last_name":"Kokoris Kogias","id":"f5983044-d7ef-11ea-ac6d-fd1430a26d30","orcid":"0000-0002-8827-3382"},{"last_name":"Soares","first_name":"Jorge M.","full_name":"Soares, Jorge M."},{"full_name":"Vukolic, Marko","first_name":"Marko","last_name":"Vukolic"}],"publication_status":"published","quality_controlled":"1","conference":{"location":"Bologna, Italy","name":"ICDCSW: International Conference on Distributed Computing Systems Workshop","start_date":"2022-07-10","end_date":"2022-07-10"},"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","article_processing_charge":"No","month":"11","oa_version":"None","citation":{"mla":"De la Rocha, Alfonso, et al. “Hierarchical Consensus: A Horizontal Scaling Framework for Blockchains.” <i>42nd International Conference on Distributed Computing Systems Workshops</i>, vol. 2022, IEEE, 2022, pp. 45–52, doi:<a href=\"https://doi.org/10.1109/icdcsw56584.2022.00018\">10.1109/icdcsw56584.2022.00018</a>.","short":"A. De la Rocha, E. Kokoris Kogias, J.M. Soares, M. Vukolic, in:, 42nd International Conference on Distributed Computing Systems Workshops, IEEE, 2022, pp. 45–52.","ista":"De la Rocha A, Kokoris Kogias E, Soares JM, Vukolic M. 2022. Hierarchical consensus: A horizontal scaling framework for blockchains. 42nd International Conference on Distributed Computing Systems Workshops. ICDCSW: International Conference on Distributed Computing Systems Workshop vol. 2022, 45–52.","ama":"De la Rocha A, Kokoris Kogias E, Soares JM, Vukolic M. Hierarchical consensus: A horizontal scaling framework for blockchains. In: <i>42nd International Conference on Distributed Computing Systems Workshops</i>. Vol 2022. IEEE; 2022:45-52. doi:<a href=\"https://doi.org/10.1109/icdcsw56584.2022.00018\">10.1109/icdcsw56584.2022.00018</a>","ieee":"A. De la Rocha, E. Kokoris Kogias, J. M. Soares, and M. Vukolic, “Hierarchical consensus: A horizontal scaling framework for blockchains,” in <i>42nd International Conference on Distributed Computing Systems Workshops</i>, Bologna, Italy, 2022, vol. 2022, pp. 45–52.","apa":"De la Rocha, A., Kokoris Kogias, E., Soares, J. M., &#38; Vukolic, M. (2022). Hierarchical consensus: A horizontal scaling framework for blockchains. In <i>42nd International Conference on Distributed Computing Systems Workshops</i> (Vol. 2022, pp. 45–52). Bologna, Italy: IEEE. <a href=\"https://doi.org/10.1109/icdcsw56584.2022.00018\">https://doi.org/10.1109/icdcsw56584.2022.00018</a>","chicago":"De la Rocha, Alfonso, Eleftherios Kokoris Kogias, Jorge M. Soares, and Marko Vukolic. “Hierarchical Consensus: A Horizontal Scaling Framework for Blockchains.” In <i>42nd International Conference on Distributed Computing Systems Workshops</i>, 2022:45–52. IEEE, 2022. <a href=\"https://doi.org/10.1109/icdcsw56584.2022.00018\">https://doi.org/10.1109/icdcsw56584.2022.00018</a>."},"date_updated":"2026-08-12T06:34:42Z","date_created":"2023-01-12T12:09:28Z","status":"public","isi":1,"language":[{"iso":"eng"}],"intvolume":"      2022","title":"Hierarchical consensus: A horizontal scaling framework for blockchains","scopus_import":"1","date_published":"2022-11-29T00:00:00Z","department":[{"_id":"ElKo"}],"publication_identifier":{"eissn":["2332-5666"],"eisbn":["9781665488792"]},"_id":"12160","publisher":"IEEE","publication":"42nd International Conference on Distributed Computing Systems Workshops","page":"45-52","external_id":{"isi":["000895984800009"]},"year":"2022","doi":"10.1109/icdcsw56584.2022.00018","day":"29","fulldoi":"https://doi.org/10.1109/icdcsw56584.2022.00018","abstract":[{"lang":"eng","text":"We present the Filecoin Hierarchical Consensus framework, which aims to overcome the throughput challenges of blockchain consensus by horizontally scaling the network. Unlike traditional sharding designs, based on partitioning the state of the network, our solution centers on the concept of subnets -which are organized hierarchically- and can be spawned on-demand to manage new state. Child sub nets are firewalled from parent subnets, have their own specific policies, and run a different consensus algorithm, increasing the network capacity and enabling new applications. Moreover, they benefit from the security of parent subnets by periodically checkpointing state. In this paper, we introduce the overall system architecture, our detailed designs for cross-net transaction handling, and the open questions that we are still exploring."}],"volume":2022}]
