
{  
   "types" : {
      "Bookmark" : {
         "pluralLabel" : "Bookmarks"
      },
      "Publication" : {
         "pluralLabel" : "Publications"
      },
      "GoldStandardPublication" : {
         "pluralLabel" : "GoldStandardPublications"
      },
      "GoldStandardBookmark" : {
         "pluralLabel" : "GoldStandardBookmarks"
      },
      "Tag" : {
         "pluralLabel" : "Tags"
      },
      "User" : {
         "pluralLabel" : "Users"
      },
      "Group" : {
         "pluralLabel" : "Groups"
      },
      "Sphere" : {
         "pluralLabel" : "Spheres"
      }
   },
   
   "properties" : {
      "count" : {
         "valueType" : "number"
      },
      "date" : {
         "valueType" : "date"
      },
      "changeDate" : {
         "valueType" : "date"
      },
      "url" : {
         "valueType" : "url"
      },
      "id" : {
         "valueType" : "url"
      },
      "tags" : {
         "valueType" : "item"
      },
      "user" : {
         "valueType" : "item"
      }      
   },
   
   "items" : [
   	  
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/21eb2bb4951a0104ba400e5f9529ce502/testusersimtech",         
         "tags" : [
            "EXC2075","PN3","PN3A-8","PN5","PN5-7","PN6","PN6-1(II)","misc"
         ],
         
         "intraHash" : "1eb2bb4951a0104ba400e5f9529ce502",
         "interHash" : "e9d1b612a6b17d90226f0f74c57a399e",
         "label" : "Randomized Symplectic Model Order Reduction for Hamiltonian Systems",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "Large-Scale Scientific Computations","publisher":"Springer Nature Switzerland","address":"Cham",
         "year": "2024", 
         "url": "", 
         
         "author": [ 
            "R. Herkert","P. Buchfink","B. Haasdonk","J. Rettberg","J. Fehr"
         ],
         "authors": [
         	
            	{"first" : "R.",	"last" : "Herkert"},
            	{"first" : "P.",	"last" : "Buchfink"},
            	{"first" : "B.",	"last" : "Haasdonk"},
            	{"first" : "J.",	"last" : "Rettberg"},
            	{"first" : "J.",	"last" : "Fehr"}
         ],
         
         "editor": [ 
            "Ivan Lirkov","Svetozar Margenov"
         ],
         "editors": [
         	
            	{"first" : "Ivan",	"last" : "Lirkov"},
            	{"first" : "Svetozar",	"last" : "Margenov"}
         ],
         "pages": "99--107","abstract": "Simulations of large scale dynamical systems in multi-query or real-time contexts require efficient surrogate modelling techniques, as e.g. achieved via Model Order Reduction (MOR). Recently, symplectic methods like the complex singular value decomposition (cSVD) or the SVD-like decomposition have been developed for preserving Hamiltonian structure during MOR. In this contribution, we show how symplectic structure preserving basis generation can be made more efficient with randomized matrix factorizations. We present a randomized complex SVD (rcSVD) algorithm and a randomized SVD-like decomposition (rSVD-like). We demonstrate the efficiency of the approaches with numerical experiments on high dimensional systems.",
         "isbn" : "978-3-031-56208-2",
         
         "bibtexKey": "10.1007/978-3-031-56208-2_9"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2a935bae2b08351be41efd97fae95465e/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PN6-5","PN6-5(II)","misc"
         ],
         
         "intraHash" : "a935bae2b08351be41efd97fae95465e",
         "interHash" : "ae2771c0b5955a966fc1cef34a99462e",
         "label" : "Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 5,
         "pub-type": "inproceedings",
         "booktitle": "2022 IEEE Spoken Language Technology Workshop (SLT)",
         "year": "2023", 
         "url": "", 
         
         "author": [ 
            "Sarina Meyer","Pascal Tilli","Pavel Denisov","Florian Lux","Julia Koch","Ngoc Thang Vu"
         ],
         "authors": [
         	
            	{"first" : "Sarina",	"last" : "Meyer"},
            	{"first" : "Pascal",	"last" : "Tilli"},
            	{"first" : "Pavel",	"last" : "Denisov"},
            	{"first" : "Florian",	"last" : "Lux"},
            	{"first" : "Julia",	"last" : "Koch"},
            	{"first" : "Ngoc Thang",	"last" : "Vu"}
         ],
         "pages": "912--919",
         "bibtexKey": "meyer2023anonymizing"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2884f529f6a889cf4e38b853501114fde/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PN6-2","misc"
         ],
         
         "intraHash" : "884f529f6a889cf4e38b853501114fde",
         "interHash" : "9b7ef067104bc4e2fe485fbeae5721a3",
         "label" : "A Deep Learning Approach for Thermal Plume Prediction of Groundwater Heat Pumps",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 9,
         "pub-type": "misc",
         
         "year": "2022", 
         "url": "", 
         
         "author": [ 
            "Raphael Leiteritz","Kyle Davis","Miriam Schulte","Dirk Pflüger"
         ],
         "authors": [
         	
            	{"first" : "Raphael",	"last" : "Leiteritz"},
            	{"first" : "Kyle",	"last" : "Davis"},
            	{"first" : "Miriam",	"last" : "Schulte"},
            	{"first" : "Dirk",	"last" : "Pflüger"}
         ],
         
         "language" : "eng",
         
         "doi" : "10.48550/arXiv.2203.14961",
         
         "bibtexKey": "leiteritz2022learning"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/26602e5aa5fe8cbb6a32d0e8e55d91594/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PN6-2","misc"
         ],
         
         "intraHash" : "6602e5aa5fe8cbb6a32d0e8e55d91594",
         "interHash" : "689cf81ddf5b7267aac7ca56118e081a",
         "label" : "Deep learning based surrogate modeling for thermal plume prediction of groundwater heat pumps",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 8,
         "pub-type": "misc",
         
         "year": "2023", 
         "url": "", 
         
         "author": [ 
            "Kyle Davis","Raphael Leiteritz","Dirk Pflüger","Miriam Schulte"
         ],
         "authors": [
         	
            	{"first" : "Kyle",	"last" : "Davis"},
            	{"first" : "Raphael",	"last" : "Leiteritz"},
            	{"first" : "Dirk",	"last" : "Pflüger"},
            	{"first" : "Miriam",	"last" : "Schulte"}
         ],
         
         "language" : "eng",
         
         "bemerkung" : "Doppeleintrag",
         
         "doi" : "10.48550/arXiv.2302.08199",
         
         "bibtexKey": "davis2023learning"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2aeeb14efd7abd3f25bd7cb1c334b9b02/testusersimtech",         
         "tags" : [
            "EXC2075","PN3","PN3A-8","PN5","PN5-7","PN6","PN6-1(II)","misc"
         ],
         
         "intraHash" : "aeeb14efd7abd3f25bd7cb1c334b9b02",
         "interHash" : "4bb75fc30869377dbea5eaa528b58e4f",
         "label" : "Error Analysis of Randomized Symplectic Model Order Reduction for Hamiltonian systems",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 5,
         "pub-type": "misc",
         
         "year": "2024", 
         "url": "https://arxiv.org/abs/2405.10465", 
         
         "author": [ 
            "Robin Herkert","Patrick Buchfink","Bernard Haasdonk","Johannes Rettberg","Jörg Fehr"
         ],
         "authors": [
         	
            	{"first" : "Robin",	"last" : "Herkert"},
            	{"first" : "Patrick",	"last" : "Buchfink"},
            	{"first" : "Bernard",	"last" : "Haasdonk"},
            	{"first" : "Johannes",	"last" : "Rettberg"},
            	{"first" : "Jörg",	"last" : "Fehr"}
         ],
         
         "eprint" : "2405.10465",
         
         "archiveprefix" : "arXiv",
         
         "primaryclass" : "math.NA",
         
         "bibtexKey": "herkert2024erroranalysisrandomizedsymplectic"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2e8ebd2f42b453167d2065725486828cb/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PN6-2(II)","misc"
         ],
         
         "intraHash" : "e8ebd2f42b453167d2065725486828cb",
         "interHash" : "bfbc52cd98d241445f5051b284bf6ded",
         "label" : "Evaluation of SYCL\u2019s Different Data Parallel Kernels",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2025-01-27 13:09:00",
         "changeDate" : "2025-01-27 13:09:00",
         "count" : 10,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 12th International Workshop on OpenCL and SYCL","series": "IWOCL '24","publisher":"Association for Computing Machinery","address":"New York, NY, USA",
         "year": "2024", 
         "url": "https://doi.org/10.1145/3648115.3648130", 
         
         "author": [ 
            "Marcel Breyer","Alexander Van Craen","Dirk Pflüger"
         ],
         "authors": [
         	
            	{"first" : "Marcel",	"last" : "Breyer"},
            	{"first" : "Alexander",	"last" : "Van Craen"},
            	{"first" : "Dirk",	"last" : "Pflüger"}
         ],
         "pages": "1-4","abstract": "SYCL provides programmers with four, and in the case of AdaptiveCpp even five, ways for calling and writing a device kernel. This paper analyzes the performance of these diverse kernel invocation types for DPC++ and AdaptiveCpp as SYCL implementations on an NVIDIA A100 GPU, an AMD Instinct MI210 GPU, and a dual-socket AMD EPYC 9274F CPU. Using the example of a kernel matrix assembly, we show why the performance can differ by a factor of 100 in the worst case on the same hardware for the same problem using different SYCL implementations and kernel invocation types.",
         "isbn" : "9798400717901",
         
         "language" : "english",
         
         "numpages" : "4",
         
         "articleno" : "10",
         
         "location" : "Chicago, IL, USA",
         
         "doi" : "10.1145/3648115.3648130",
         
         "bibtexKey": "breyer2024evaluation"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/234d00e0acde35fc4ce22d37813ff97af/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PN6-6","misc","unclear"
         ],
         
         "intraHash" : "34d00e0acde35fc4ce22d37813ff97af",
         "interHash" : "b09504f62022e37c542d6dcaaf5a29a5",
         "label" : "Evaluation and Selection of Autoencoders for Expressive Dimensionality Reduction of Spatial Ensembles",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2024-08-09 07:49:09",
         "changeDate" : "2024-08-09 07:49:09",
         "count" : 6,
         "pub-type": "inproceedings",
         "booktitle": "International Symposium on Visual Computing",
         "year": "2021", 
         "url": "", 
         
         "author": [ 
            "Hamid Gadirov","Gleb Tkachev","Thomas Ertl","Steffen Frey"
         ],
         "authors": [
         	
            	{"first" : "Hamid",	"last" : "Gadirov"},
            	{"first" : "Gleb",	"last" : "Tkachev"},
            	{"first" : "Thomas",	"last" : "Ertl"},
            	{"first" : "Steffen",	"last" : "Frey"}
         ],
         "pages": "222--234","note": "völlig unvollständig",
         "bibtexKey": "gadirov2021evaluation"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2cdd2e9cdec645494e73ef6789060c524/testusersimtech",         
         "tags" : [
            "EXC2075","PN3","PN3A-8","PN5","PN5-7","PN6","PN6-1(II)","misc"
         ],
         
         "intraHash" : "cdd2e9cdec645494e73ef6789060c524",
         "interHash" : "01a751d4f89452c10157cd37f8c1bf92",
         "label" : "Improved a posteriori Error Bounds for Reduced port-Hamiltonian Systems",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2024-03-26 11:56:11",
         "changeDate" : "2024-03-26 11:56:11",
         "count" : 6,
         "pub-type": "misc",
         
         "year": "2023", 
         "url": "", 
         
         "author": [ 
            "Johannes Rettberg","Dominik Wittwar","Patrick Buchfink","Robin Herkert","Jörg Fehr","Bernard Haasdonk"
         ],
         "authors": [
         	
            	{"first" : "Johannes",	"last" : "Rettberg"},
            	{"first" : "Dominik",	"last" : "Wittwar"},
            	{"first" : "Patrick",	"last" : "Buchfink"},
            	{"first" : "Robin",	"last" : "Herkert"},
            	{"first" : "Jörg",	"last" : "Fehr"},
            	{"first" : "Bernard",	"last" : "Haasdonk"}
         ],
         
         "eprint" : "2303.17329",
         
         "archiveprefix" : "arXiv",
         
         "primaryclass" : "math.NA",
         
         "doi" : "https://doi.org/10.48550/arXiv.2303.17329",
         
         "bibtexKey": "RettbergEtAl23"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2c9ee2aec6c36388c8603c2f91f298a7f/testusersimtech",         
         "tags" : [
            "EXC2075","PN3","PN3A-8","PN5","PN5-7","PN6","PN6-1(II)","misc"
         ],
         
         "intraHash" : "c9ee2aec6c36388c8603c2f91f298a7f",
         "interHash" : "e1598242cd3c2948d026c15d7874f8a4",
         "label" : "Randomized Symplectic Model Order Reduction for Hamiltonian Systems",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2024-03-26 11:56:11",
         "changeDate" : "2024-03-26 11:56:11",
         "count" : 8,
         "pub-type": "article",
         "publisher":"Cornell University",
         "year": "2023", 
         "url": "", 
         
         "author": [ 
            "Robin Rainer Herkert","Patrick Buchfink","Bernard Haasdonk","Johannes Rettberg","Jörg Christoph Fehr"
         ],
         "authors": [
         	
            	{"first" : "Robin Rainer",	"last" : "Herkert"},
            	{"first" : "Patrick",	"last" : "Buchfink"},
            	{"first" : "Bernard",	"last" : "Haasdonk"},
            	{"first" : "Johannes",	"last" : "Rettberg"},
            	{"first" : "Jörg Christoph",	"last" : "Fehr"}
         ],
         "pages": "1-8",
         "language" : "eng",
         
         "doi" : "10.48550/arXiv.2303.04036",
         
         "bibtexKey": "herkert2023randomized"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2c9ecb0e1b3189a9d7aded80f75049e3d/testusersimtech",         
         "tags" : [
            "EXC2075","PN6","PNX","misc"
         ],
         
         "intraHash" : "c9ecb0e1b3189a9d7aded80f75049e3d",
         "interHash" : "bbfd0d9bfacf51fccdfe1d7af1664c29",
         "label" : "Shrinking Embeddings for Hyper-Relational Knowledge Graphs",
         "user" : "testusersimtech",
         "description" : "",
         "date" : "2024-03-26 09:11:47",
         "changeDate" : "2024-03-26 09:13:48",
         "count" : 9,
         "pub-type": "article",
         "journal": "The 61st Annual Meeting of the Association for Computational Linguistics",
         "year": "2023", 
         "url": "https://arxiv.org/abs/2306.02199", 
         
         "author": [ 
            "Bo Xiong","Mojtaba Nayyeri","Shirui Pan","Steffen Staab"
         ],
         "authors": [
         	
            	{"first" : "Bo",	"last" : "Xiong"},
            	{"first" : "Mojtaba",	"last" : "Nayyeri"},
            	{"first" : "Shirui",	"last" : "Pan"},
            	{"first" : "Steffen",	"last" : "Staab"}
         ],
         
         "code" : "https://github.com/xiongbo010/ShrinkE",
         
         "arxiv" : "2306.02199",
         
         "abbr" : "ACL",
         
         "bibtexKey": "bo2023shrinking"

      }
	  
   ]
}
