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I

Ivo F. Sbalzarini

technische universitat dresden

40H-index
250Paper Count
7.0KCitation Count
Published Papers 69
Publication Date
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Roadmap on deep learning for microscopy
errjournal of physics: photonics
IF0
err2026-01-29
err0
errOAAI
errGiovanni Volpe; Carolina Wählby; Lei Tian; Michael Hecht; Artur Yakimovich; Kristina Monakhova; Laura Waller; Ivo F Sbalzarini; Christopher A Metzler; Mingyang Xie; Kevin Zhang; Isaac C D Lenton; Halina Rubinsztein-Dunlop; Daniel Brunner; Bijie Bai; Aydogan Ozcan; Daniel Midtvedt; Hao Wang; Tongyu Li; Nataša Sladoje; Joakim Lindblad; Jason T Smith; Marien Ochoa; Margarida Barroso; Xavier Intes; Tong Qiu; Li-Yu Yu; Sixian You; Yongtao Liu; Maxim A Ziatdinov; Sergei V Kalinin; Arlo Sheridan; Uri Manor; Elias Nehme; Ofri Goldenberg; Yoav Shechtman; Henrik K Moberg; Christoph Langhammer; Barbora Špačková; Saga Helgadottir; Benjamin Midtvedt; Aykut Argun; Tobias Thalheim; Frank Cichos; Stefano Bo; Lars Hubatsch; Jesus Pineda; Carlo Manzo; Harshith Bachimanchi; Erik Selander; Antoni Homs-Corbera; Martin Fränzl; Kevin de Haan; Yair Rivenson; Zofia Korczak; Caroline Beck Adiels; Mite Mijalkov; Dániel Veréb; Yu-Wei Chang; Joana B Pereira; Damian Matuszewski; Gustaf Kylberg; Ida-Maria Sintorn; Juan C Caicedo; Beth A Cimini; Muyinatu A Lediju Bell; Bruno M Saraiva; Guillaume Jacquemet; Ricardo Henriques; Wei Ouyang; Trang Le; Estibaliz Gómez-de-Mariscal; Daniel Sage; Arrate Muñoz-Barrutia; Ebba Josefson Lindqvist; Johanna Bergman
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errSave
Data-Efficient Inverse Design of Spinodoid Metamaterials
errINTEGRATING MATERIALS AND MANUFACTURING INNOVATION
IF2.5
err2025-10-01
err0
errOAAI
errRosenkranz, Max; Kaestner, Markus; Sbalzarini, Ivo F.
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Mechanics of knee meniscus results from precise balance between material microstructure and synovial fluid viscosity
errPLOS ONE
IF2.6
err2025-09-11
err0
errOAAI
errAfanador, Camilo A. S.; Urcun, Stephane; Sbalzarini, Ivo F.; Bordas, Stephane P. A.; Barrera, Olga; Rajabi, Mohammad Mahdi; Seil, Romain; Obeidat, Anas
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errSave
Regularized Gradient Statistics Improve Generative Deep Learning Models of Super Resolution Microscopy
errSmall Methods
IF9.1
err2025-06-02
err0
errOAAI
errMeri Abgaryan; Xinning Cui; Nandu Gopan; Gabriel della Maggiora; Artur Yakimovich; Ivo F. Sbalzarini
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errSave
Loss of bimolecular reactions in reaction-diffusion master equations is consistent with diffusion limited reaction kinetics in the mean field limit
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-12-16
err0
PREAI
errSubic, Tina; Sbalzarini, Ivo F.
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errSave
A high-order fully Lagrangian particle level-set method for dynamic surfaces
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-10-01
err2
errOAAI
errSchulze, Lennart J.; Veettil, Sachin K. T.; Sbalzarini, Ivo F.
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errSave
Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales
errFRONTIERS IN MOLECULAR NEUROSCIENCE
IF3.8
err2024-05-24
err1
errOAAI
errSeidemann, Suse; Salomon, Florian; Hoffmann, Karl B.; Kurth, Thomas; Sbalzarini, Ivo F.; Haase, Robert; Ader, Marius
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A numerical solver for active hydrodynamics in three dimensions and its application to active turbulence
errPHYSICS OF FLUIDS
IF4.3
err2023-10-30
err5
errOAAI
errSingh, Abhinav; Suhrcke, Philipp H.; Incardona, Pietro; Sbalzarini, Ivo F.
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errSave
Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-10-01
err13
errOAAI
errPerez, Sarah; Maddu, Suryanarayana; Sbalzarini, Ivo F.; Poncet, Philippe
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errSave
An open-source pipeline for solving continuous reaction-diffusion models in image-based geometries of porous media
errnature computational science
IF3.7
err2023-09-01
err3
errOAAI
errStark, Justina; Sbalzarini, Ivo F.
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errSave
STENCIL-NET for equation-free forecasting from data
errSCIENTIFIC REPORTS
IF3.9
err2023-08-07
err2
errOAAI
errMaddu, Suryanarayana; Sturm, Dominik; Cheeseman, Bevan L.; Mueller, Christian L.; Sbalzarini, Ivo F.
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errSave
GLOBAL POLYNOMIAL LEVEL SETS FOR NUMERICAL DIFFERENTIAL GEOMETRY OF SMOOTH CLOSED SURFACES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-08-02
err0
errOAAI
errVeettil, Sachin Krishnan Thekke; Zavalani, Gentian; Acosta, Uwe Hernandez; Sbalzarini, Ivo F.; Hecht, Michael
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errSave
Variational inference accelerates accurate DNA mixture deconvolution
errFORENSIC SCIENCE INTERNATIONAL-GENETICS
IF3.1
err2023-07-01
err0
errOAAI
errSusik, Mateusz; Sbalzarini, Ivo F.
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errSave
Spontaneous flow instabilities of active polar fluids in three dimensions
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-06-22
err8
errOAAI
errSingh, Abhinav; Vagne, Quentin; Juelicher, Frank; Sbalzarini, Ivo F.
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errSave
Analysis of the Hamiltonian Monte Carlo genotyping algorithm on PROVEDIt mixtures including a novel precision benchmark
errFORENSIC SCIENCE INTERNATIONAL-GENETICS
IF3.1
err2023-05-01
err4
errOAAI
errSusik, Mateusz; Sbalzarini, Ivo F.
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errSave
A Unifying Mathematical Definition of Particle Methods
errIEEE OPEN JOURNAL OF THE COMPUTER SOCIETY
IF8.2
err2023-01-01
err3
errOAAI
errPahlke, Johannes; Sbalzarini, Ivo F.
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errSave
A Gaussian jump process formulation of the reaction-diffusion master equation enables faster exact stochastic simulations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-11-17
err1
errOAAI
errSubic, Tina; Sbalzarini, Ivo F.
errShare
errSave
Collective cell migration during optic cup formation features changing cell-matrix interactions linked to matrix topology
errCURRENT BIOLOGY
IF7.5
err2022-11-01
err16
errOAAI
errSoans, Karen G.; Ramos, Ana Patricia; Sidhaye, Jaydeep; Krishna, Abhijeet; Solomatina, Anastasia; Hoffmann, Karl B.; Schluessler, Raimund; Guck, Jochen; Sbalzarini, Ivo F.; Modes, Carl D.; Norden, Caren
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Hamiltonian Monte Carlo with strict convergence criteria reduces run-to-run variability in forensic DNA mixture deconvolution
errFORENSIC SCIENCE INTERNATIONAL-GENETICS
IF3.1
err2022-09-01
err5
errOAAI
errSusik, Mateusz; Schoenborn, Holger; Sbalzarini, Ivo F.
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errSave
Inverse Dirichlet weighting enables reliable training of physics informed neural networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-02-15
err45
errOAAI
errMaddu, Suryanarayana; Sturm, Dominik; Mueller, Christian L.; Sbalzarini, Ivo F.
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errSave

Research Directions

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Co-authors
Cooperation Journals
A
Ari Helenius
H-index: 123 · Papers: 315
S
Sergei V. Kalinin
H-index: 109 · Papers: 1.6K
W
Wilfred F. van Gunsteren
H-index: 109 · Papers: 590
H
Helen M. Blau
H-index: 105 · Papers: 377
F
Frank Jülicher
H-index: 100 · Papers: 533
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