Enhancing information extraction for simulation modelling using large language models

Συγγραφείς: Brunschwiler, Marco, Hollenstein, Lukas, Wehrli, Samuel, Kunz, Dominik

Πηγή: ISBN:978-3-86780-806-4 ; Simulation in Produktion und Logistik 2025 ; 21. ASIM-Fachtagung Simulation in Produktion und Logistik, Dresden, Deutschland, 24.-26. September 2025.

Θεματικοί όροι: Simulation, Artificial intelligence, Modelling, Optimisation, Large language model (LLM), Simulation modelling, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.25368/2025.282; https://hdl.handle.net/11475/34603; https://digitalcollection.zhaw.ch/handle/11475/34603

Διαθεσιμότητα: https://hdl.handle.net/11475/34603
https://doi.org/10.25368/2025.282
https://doi.org/10.21256/zhaw-34603
https://digitalcollection.zhaw.ch/handle/11475/34603

Innovative sensor technologies for agrifood quality assessment

Συγγραφείς: Venturini, Francesca

Πηγή: ISBN:978-3-910600-06-5 ; SMSI 2025 Conference Proceedings ; Sensor and Measurement Science International, Nuremberg, Germany, 6-8 May 2025.

Θεματικοί όροι: Fluorescence spectroscopy, Deep learning, Food quality, Machine learning, Olive oil, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/530

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.5162/SMSI2025/D2.1; https://hdl.handle.net/11475/33695; https://digitalcollection.zhaw.ch/handle/11475/33695

Διαθεσιμότητα: https://hdl.handle.net/11475/33695
https://doi.org/10.5162/SMSI2025/D2.1
https://doi.org/10.21256/zhaw-33695
https://digitalcollection.zhaw.ch/handle/11475/33695

MolDETR : next-generation analysis of molecular spectra with deep learning ; MolDETR: a chemistry-informed deep learning model for next-generation analysis of molecular spectra

Συγγραφείς: Schmid, Nicolas, Wanner, Marc, Fischetti, Giulia, Meshkian, Mohsen, Bruderer, Simon, Henrici, Andreas, Füchslin, Rudolf Marcel, Wegner, Jan Dirk, Sigel, Roland K.O., Heitmann, Björn, Wilhelm, Dirk

Πηγή: 21st European Magnetic Resonance Congress (EUROMAR), Oulu, Finnland, 6-10 July 2025

Θεματικοί όροι: Deep Learning, Pattern recognition, Nuclear Magnetic Resonance (NMR) spectrum, Spectroscopy, Spectrometry, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/530

Περιγραφή αρχείου: application/pdf

Relation: https://hdl.handle.net/11475/33659; https://digitalcollection.zhaw.ch/handle/11475/33659

Διαθεσιμότητα: https://hdl.handle.net/11475/33659
https://doi.org/10.21256/zhaw-33659
https://digitalcollection.zhaw.ch/handle/11475/33659

The underlying structures of self-attention : symmetry, directionality, and emergent dynamics in Transformer training

Συγγραφείς: Saponati, Matteo, Sager, Pascal, Aceituno, Pau Vilimelis, Stadelmann, Thilo, Grewe, Benjamin

Πηγή: Proceedings of the 42nd International Conference on Machine Learning ; 42nd International Conference on Machine Learning (ICML), Vancouver, Canada, 13-19 July 2025 ; Proceedings of Machine Learning Research

Θεματικοί όροι: Mechanistic interpretability, Artificial intelligence, AI, Machine learning, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://hdl.handle.net/11475/33652; https://digitalcollection.zhaw.ch/handle/11475/33652

Διαθεσιμότητα: https://hdl.handle.net/11475/33652
https://doi.org/10.21256/zhaw-33652
https://digitalcollection.zhaw.ch/handle/11475/33652

AI assessment in practice : implementing a certification scheme for AI trustworthiness

Συγγραφείς: Frischknecht-Gruber, Carmen, Denzel, Philipp, Reif, Monika, Billeter, Yann, Brunner, Stefan, Forster, Oliver, Schilling, Frank-Peter, Weng, Joanna, Chavarriaga, Ricardo

Πηγή: ISBN:978-3-95977-357-7 ; Symposium on Scaling AI Assessments (SAIA 2024) ; Symposium on Scaling AI Assessments (SAIA 2024), Cologne, Germany, 30 September - 1 October 2024 ; Open Access Series in Informatics (OASIcs.

Θεματικοί όροι: AI, Explainability, Trustworthiness, Safety, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.4230/OASIcs.SAIA.2024.15; https://hdl.handle.net/11475/32423; https://digitalcollection.zhaw.ch/handle/11475/32423

Διαθεσιμότητα: https://hdl.handle.net/11475/32423
https://doi.org/10.4230/OASIcs.SAIA.2024.15
https://doi.org/10.21256/zhaw-32423
https://digitalcollection.zhaw.ch/handle/11475/32423

Mitigating risks in large language model applications for manufacturing

Συγγραφείς: Wulf, Jochen, Meierhofer, Jürg

Πηγή: 10. F&E-Konferenz, Rotkreuz, Schweiz, 30. Januar 2025

Θεματικοί όροι: LLMs in manufacturing, LLM risk, Hallucination, Risk mitigation, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/670

Περιγραφή αρχείου: application/pdf

Relation: https://hdl.handle.net/11475/33327; https://digitalcollection.zhaw.ch/handle/11475/33327

Διαθεσιμότητα: https://hdl.handle.net/11475/33327
https://doi.org/10.21256/zhaw-33327
https://digitalcollection.zhaw.ch/handle/11475/33327

Writing analytics in the age of large language models : shaping new possibilities for assessing and promoting writing

Συγγραφείς: Conijn, Rianne, Shibani, Antonette, Allen, Laura, Buckingham Shum, Simon, Mahlow, Cerstin

Πηγή: ISBN:979-8-4007-0701-8 ; Companion Proceedings 15th International Conference on Learning Analytics & Knowledge (LAK25) ; 15th International Learning Analytics and Knowledge Conference (LAK25), Dublin, Ireland, 3-7 March 2025.

Θεματικοί όροι: Writing analytics, Generative AI, Human-AI co-writing, Keystroke-logging, Writing process, LLM, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/808

Περιγραφή αρχείου: application/pdf

Relation: https://digitalcollection.zhaw.ch/handle/11475/33269

Διαθεσιμότητα: https://doi.org/10.21256/zhaw-33269
https://www.solaresearch.org/wp-content/uploads/2025/02/LAK25-CompanionProceedings.pdf
https://digitalcollection.zhaw.ch/handle/11475/33269

Anomaly detection in microservices architecture using graph neural networks

Συγγραφείς: Osswald, Matthias, Schönenberger, Timothy, Cantali, Gökcan, Soussi, Wissem, Gür, Gürkan

Πηγή: ISBN:979-8-3315-2493-7 ; 2025 33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) ; 33rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), Turin, Italy, 12-14 March 2025.

Θεματικοί όροι: Anomaly detection, Microservice, ML/AI for security, GNN, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.1109/pdp66500.2025.00085; https://hdl.handle.net/11475/33335; https://digitalcollection.zhaw.ch/handle/11475/33335

Διαθεσιμότητα: https://hdl.handle.net/11475/33335
https://doi.org/10.1109/pdp66500.2025.00085
https://doi.org/10.21256/zhaw-33335
https://digitalcollection.zhaw.ch/handle/11475/33335

Workflow for Safe-AI

Συγγραφείς: Veljanovska, Suzana, Doran, Hans Dermot

Πηγή: Embedded World Conference, Nuremberg, Germany, 11-13 March 2025

Θεματικοί όροι: AI workflow, Safe-AI, Dependable-AI, Functional safety, V-model development, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.48550/arXiv.2503.14563; https://hdl.handle.net/11475/32840; https://digitalcollection.zhaw.ch/handle/11475/32840

Διαθεσιμότητα: https://hdl.handle.net/11475/32840
https://doi.org/10.48550/arXiv.2503.14563
https://doi.org/10.21256/zhaw-32840
https://digitalcollection.zhaw.ch/handle/11475/32840

Learning actionable world models for industrial process control

Συγγραφείς: Yan, Peng, Abdulkadir, Ahmed, Schatte, Gerrit A., Aguzzi, Giulia, Gha, Joonsu, Pascher, Nikola, Rosenthal, Matthias, Gao, Yunlong, Grewe, Benjamin F., Stadelmann, Thilo

Πηγή: ISBN:979-8-3315-9467-1 ; 2025 IEEE Swiss Conference on Data Science (SDS) ; 12th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 26-27 June 2025.

Θεματικοί όροι: JEPA, Contrastive learning, Disentangled preresentations, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.1109/SDS66131.2025.00022; https://hdl.handle.net/11475/33031; https://digitalcollection.zhaw.ch/handle/11475/33031

Διαθεσιμότητα: https://hdl.handle.net/11475/33031
https://doi.org/10.1109/SDS66131.2025.00022
https://doi.org/10.21256/zhaw-33031
https://digitalcollection.zhaw.ch/handle/11475/33031

Enhancing orthopedic surgical training with interactive photorealistic 3D visualization

Συγγραφείς: Lekar, Roni, Gerth, Tatiana, Prokudin, Sergey, Seibold, Matthias, Bürgin, Reto, Vella, Benjamin, Hoch, Armando, Tang, Siyu, Fürnstahl, Philipp, Grabner, Helmut

Πηγή: 25th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (CAOS), Davos, Switzerland, 16-18 June 2025

Θεματικοί όροι: info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/617

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.48550/arxiv.2506.13389; https://hdl.handle.net/11475/33505; https://digitalcollection.zhaw.ch/handle/11475/33505

Διαθεσιμότητα: https://hdl.handle.net/11475/33505
https://doi.org/10.48550/arxiv.2506.13389
https://doi.org/10.21256/zhaw-33505
https://digitalcollection.zhaw.ch/handle/11475/33505

Evaluating the data model robustness of Text-to-SQL systems based on real user queries

Συγγραφείς: Fürst, Jonathan, Kosten, Catherine, Nooralahzadeh, Farhard, Zhang, Yi, Stockinger, Kurt

Πηγή: ISBN:978-3-98318-097-4 ; ISSN:2367-2005 ; Proceedings of EDBT 2025 ; 28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025 ; Advances in Database Technology.

Θεματικοί όροι: Databases, Text-to-SQL, Natural language processing, Machine learning (ML), Large Language Models (LLM), info:eu-repo/classification/ddc/005, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.48786/edbt.2025.13; https://digitalcollection.zhaw.ch/handle/11475/31239

Διαθεσιμότητα: https://doi.org/10.48786/edbt.2025.13
https://doi.org/10.21256/zhaw-31239
https://openproceedings.org/2025/conf/edbt/paper-18.pdf
https://digitalcollection.zhaw.ch/handle/11475/31239

Achieving dependability of AI execution with radiation hardened processors

Συγγραφείς: Tordoya Taquichiri, Carlos Rafael, Doran, Hans Dermot, Ghiglino, Pablo, Harshe, Mandar

Πηγή: Embedded World Conference, Nuremberg, Germany, 11-13 March 2025

Θεματικοί όροι: Radiation hardened, Edge AI, Convolution, Parallel processing, Re-quantization, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.48550/arxiv.2504.03680; https://hdl.handle.net/11475/33035; https://digitalcollection.zhaw.ch/handle/11475/33035

Διαθεσιμότητα: https://hdl.handle.net/11475/33035
https://doi.org/10.48550/arxiv.2504.03680
https://doi.org/10.21256/zhaw-33035
https://digitalcollection.zhaw.ch/handle/11475/33035

The impact of large language models on task automation in manufacturing services

Συγγραφείς: Wulf, Jochen, Meierhofer, Jürg

Πηγή: ISSN:2212-8271 ; 58th Conference on Manufacturing Systems (CMS), Enschede, The Netherlands, 13-16 April 2025 ; Procedia CIRP.

Θεματικοί όροι: info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/670

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.1016/j.procir.2025.03.071; https://hdl.handle.net/11475/33326; https://digitalcollection.zhaw.ch/handle/11475/33326

Διαθεσιμότητα: https://hdl.handle.net/11475/33326
https://doi.org/10.1016/j.procir.2025.03.071
https://doi.org/10.21256/zhaw-33326
https://digitalcollection.zhaw.ch/handle/11475/33326

Multi-modal collaboration in spaces using hand-held AR

Συγγραφείς: Moreno, Santiago, Ackermann, Philipp

Πηγή: Tagungsband zur Facility Management Konferenz Spotlight FMplus 2025 – Wissenschaft und Praxis im Dialog: Next Generation FM – How FM adds value ; Spotlight FMplus, Zürich, Schweiz, 30.-31. Januar 2025

Θεματικοί όροι: Augmented reality, Remote collaboration, AR-enhanced video, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://hdl.handle.net/11475/32149; https://digitalcollection.zhaw.ch/handle/11475/32149

Διαθεσιμότητα: https://hdl.handle.net/11475/32149
https://doi.org/10.21256/zhaw-32149
https://digitalcollection.zhaw.ch/handle/11475/32149

Hounsfield unit ranges as inductive bias for intra-clinical learning of data-efficient CT segmentation models

Συγγραφείς: Meyer, Benjamin, Sager, Pascal, Abdulkadir, Ahmed, Grewe, Benjamin F., Schuetz, Philipp, Stadelmann, Thilo, Burn, Felice

Πηγή: ISBN:979-8-3315-9467-1 ; 2025 IEEE Swiss Conference on Data Science (SDS) ; 12th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 26-27 June 2025.

Θεματικοί όροι: Tissue segmentation, Body composition analysis, Medical imaging, Data efficiency, Physiology-informed machine learning, Deep learning, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/610

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.1109/SDS66131.2025.00008; https://hdl.handle.net/11475/33457; https://digitalcollection.zhaw.ch/handle/11475/33457

Διαθεσιμότητα: https://hdl.handle.net/11475/33457
https://doi.org/10.1109/SDS66131.2025.00008
https://doi.org/10.21256/zhaw-33457
https://digitalcollection.zhaw.ch/handle/11475/33457

Bootstrapping text-to-SQL resources for knowledge graph question answering

Συγγραφείς: Kosten, Catherine, Davide, Lanti, Cudré-Mauroux, Philippe, Stockinger, Kurt

Πηγή: ISBN:979-8-3315-9467-1 ; 2025 IEEE Swiss Conference on Data Science (SDS) ; 12th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 26-27 June 2025.

Θεματικοί όροι: Knowledge graphs, Language models, Natural language processing, Knowledge graph question answering, Text-to-SQL, Large language model (LLM), Digitalisierung, info:eu-repo/classification/ddc/005, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.1109/SDS66131.2025.00009; https://hdl.handle.net/11475/33172; https://digitalcollection.zhaw.ch/handle/11475/33172

Διαθεσιμότητα: https://hdl.handle.net/11475/33172
https://doi.org/10.1109/SDS66131.2025.00009
https://doi.org/10.21256/zhaw-33172
https://digitalcollection.zhaw.ch/handle/11475/33172

GraLMatch : matching groups of entities with graphs and language models

Συγγραφείς: de Meer Pardo, Fernando, Lehmann, Claude, Gehrig, Dennis, Nagy, Andrea, Nicoli, Stefano, Branka Hadji, Misheva, Braschler, Martin, Stockinger, Kurt

Πηγή: ISBN:978-3-98318-097-4 ; ISSN:2367-2005 ; Proceedings of EDBT 2025 ; 28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025 ; Advances in Database Technology.

Θεματικοί όροι: Data integration, Entity matching, Machine learning, Large language models, Graph processing, info:eu-repo/classification/ddc/005, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.48786/edbt.2025.01; https://digitalcollection.zhaw.ch/handle/11475/31238

Διαθεσιμότητα: https://doi.org/10.48786/edbt.2025.01
https://doi.org/10.21256/zhaw-31238
https://openproceedings.org/2025/conf/edbt/paper-10.pdf
https://digitalcollection.zhaw.ch/handle/11475/31238

Deep learning-powered visual SLAM aimed at assisting visually impaired navigation

Συγγραφείς: Bamdad, Marziyeh, Hutter, Hans-Peter, Darvishy, Alireza

Πηγή: ISBN:978-989-758-728-3.

Θεματικοί όροι: Visual SLAM, Deep learning-based SLAM, Visual impairment navigation, Assistive technology, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://doi.org/10.5220/0013338200003912; https://hdl.handle.net/11475/32789; https://digitalcollection.zhaw.ch/handle/11475/32789

Διαθεσιμότητα: https://hdl.handle.net/11475/32789
https://doi.org/10.5220/0013338200003912
https://doi.org/10.21256/zhaw-32789
https://digitalcollection.zhaw.ch/handle/11475/32789

Assessment tool for trustworthy AI systems : operational workflows for compliance assessment with regulatory requirements

Συγγραφείς: Frischknecht-Gruber, Carmen, Denzel, Philipp, Forster, Oliver, Billeter, Yann, Iranfar, Arman, Repetto, Marco, Reif, Monika Ulrike, Schilling, Frank-Peter, Weng, Joanna, Chavarriaga, Ricardo

Πηγή: AI Days @ HES-SO, Geneva and Lausanne, Switzerland, 27–29 January 2025

Θεματικοί όροι: AI, Safety, EU AI Act, Explainability, Robustness, ML Ops, Trustworthiness, info:eu-repo/classification/ddc/006

Περιγραφή αρχείου: application/pdf

Relation: https://hdl.handle.net/11475/32422; https://digitalcollection.zhaw.ch/handle/11475/32422

Διαθεσιμότητα: https://hdl.handle.net/11475/32422
https://doi.org/10.21256/zhaw-32422
https://digitalcollection.zhaw.ch/handle/11475/32422