Papers matching “high-dimensional parameters” 64
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Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness2026 arXiv (Cornell University) preprint Engineering Millimeter-Wave Propagation and Modeling Open access
Murilo Batista, Shirin Salehi, Saeed Mashdour, Paul Zheng, Rodrigo C. de Lamare, Anke Schmeink
0citations -
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2025 Computer Physics Communications article Mathematics Markov Chains and Monte Carlo Methods Open access
Joshua G. Albert, Csaba Balázs, Andrew Fowlie, Will J. Handley, N. T. Hunt-Smith, Roberto Ruiz de Austri, +1 more
11citations -
Identification of high‐dimensional omics‐derived predictors for tumor growth dynamics using machine learning and pharmacometric modeling2021 CPT Pharmacometrics & Systems Pharmacology article Mathematics Mathematical Biology Tumor Growth Open access
Laura B. Zwep, Kevin L. W. Duisters, Tingjie Guo, Jacqueline J. Meulman, Parth J. Upadhyay, J. G. Coen van Hasselt
5citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
A novel genetic algorithm-based calibration framework for crystal plasticity parameters in DP780 steels using multiscale mechanical testing2025 Computational Materials Science article Engineering Microstructure and Mechanical Properties of Steels Open access
Linghao Kong, Manuel Henrich, Sophie Stebner, Sebastian Münstermann
7citations -
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak
0citations -
A Comprehensive Workflow for Applying Single-Cell Clustering and Pseudotime Analysis to Flow Cytometry Data2020 The Journal of Immunology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Janine E. Melsen, Monique M. van Ostaijen-ten Dam, Arjan C. Lankester, Marco W. Schilham, Erik B. van den Akker
56citations -
Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection–based approach2024 Journal of Computational and Applied Mathematics article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert
2citations