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A hybrid model combining evolutionary probability and machine learning leverages data-driven protein engineering2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Alexander-Maurice Illig, Niklas E. Siedhoff, Ulrich Schwaneberg, Mehdi D. Davari
11citations -
Where data-based structure meets process simulation - how heterogeneities relate to lithosphere deformation in the Alps2024 conference-abstract Earth and Planetary Sciences Geological Formations and Processes Exploration Open access
Magdalena Scheck‐Wenderoth, Ajay Kumar, Mauro Cacace, Judith Bott, Hajo Götze, Boris J. P. Kaus
0citations -
Approach to Generate a Simple Semantic Data Model from 2D Bridge Plans using AI-based Text Recognition2023 European Safety and Reliability Conference (ESREL) conference-paper Engineering BIM and Construction Integration Open access
Peter Gölzhäuser, Mengyan Peng, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Steffen Marx
3citations -
Lithospheric density structure of the southern Central Andes constrained by 3D data-integrative gravity modelling2020 International Journal of Earth Sciences article Earth and Planetary Sciences Geological and Tectonic Studies in Latin America Open access
Constanza Rodríguez Piceda, Magdalena Scheck‐Wenderoth, Marı́a Laura Gómez Dacal, Judith Bott, Claudia Prezzi, Manfred R. Strecker
22citations -
Development and validation of a clinical prediction model for the diagnostic management of acute pulmonary embolism: an individual participant data meta-analysis2023 European Heart Journal article Medicine Venous Thromboembolism Diagnosis and Management Open access
Geert‐Jan Geersing, Toshihiko Takada, Noémie Kraaijpoel, Frederikus Albertus Klok, Milou A.M. Stals, Yonathan Freund, +9 more
0citations -
Continuous(ly) missing outcome data in network meta-analysis: A one-stage pattern-mixture model approach2021 Statistical Methods in Medical Research article Decision Sciences Meta-analysis and systematic reviews Open access
Loukia Maria Spineli, Chrysostomos Kalyvas, Katerina Papadimitropoulou
13citations -
Comprehensive and open model structure for the design of future energy systems with sector coupling2024 Renewable and Sustainable Energy Transition article Engineering Integrated Energy Systems Optimization Open access
Beneharo Reveron Baecker, Thomas Hamacher, Viktor Slednev, G. Müller, Vera Sehn, Jonas Winkler, +6 more
9citations -
Data stewardship roles and responsibilities of research support professionals at Leiden University: a case study of an integrated central-decentral support model0citations
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Development of a Quasi–Quantitative Structure–Activity Relationship Model for Prediction of the Immobilization Response of Daphnia magna Exposed to Metal-Based Nanomaterials2022 Environmental Toxicology and Chemistry article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Warisa Bunmahotama, Martina G. Vijver, Willie J.G.M. Peijnenburg
11citations -
Deductively coding psychosocial autopsy interview data using a few-shot learning large language model2025 Frontiers in Public Health article Social Sciences Computational and Text Analysis Methods Open access
Elias Balt, Salim Salmi, Sandjai Bhulai, Stefan Vrinzen, Merijn Eikelenboom, Renske Gilissen, +3 more
12citations -
Diagnostic management of acute pulmonary embolism: a prediction model based on a patient data meta-analysis2023 European Heart Journal review Medicine Venous Thromboembolism Diagnosis and Management Open access
Nick van Es, Toshihiko Takada, Noémie Kraaijpoel, Frederikus Albertus Klok, Milou A.M. Stals, Harry Roger Buller, +17 more
50citations -
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more
7citations -
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer
210citations -
DAISIEprep: an R package for the extraction and formatting of data for the island biogeography model DAISIE2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Ecology and Vegetation Dynamics Studies Open access
Joshua W. Lambert, Lizzie Roeble, Théo Pannetier, Rampal S. Etienne, Luís Valente
0citations