Michael Hecht - Publications, H-index & Citations

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Michael Hecht

casus

9H-index

71Paper Count

417Citation Count

Published Papers 9

Publication Date

Roadmap on deep learning for microscopy

journal of physics: photonics

IF0

2026-01-29

OAAI

Giovanni 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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Automated detection of potential artifacts in machine learning based bio-image segmentation

Machine Learning: Science and Technology

IF0

2025-10-31

OAAI

Saiyam B Jain; Zongru Shao; Michael Hecht

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PyLIT: Reformulation and implementation of the analytic continuation problem using kernel representation methods

Computer Physics Communications

IF3.4

2025-10-24

OAAI

Alexander Benedix Robles; Phil-Alexander Hofmann; Thomas Chuna; Tobias Dornheim; Michael Hecht

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Negative order sobolev cubatures: preconditioners of partial differential equation learning tasks circumventing numerical stiffness

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-07-30

OAAI

Suarez Cardona, Juan-Esteban; Hofmann, Phil-Alexander; Hecht, Michael

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Polynomial differentiation decreases the training time complexity of physics-informed neural networks and strengthens their approximation power

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-10-10

OAAI

Cardona, Juan-Esteban Suarez; Hecht, Michael

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GLOBAL POLYNOMIAL LEVEL SETS FOR NUMERICAL DIFFERENTIAL GEOMETRY OF SMOOTH CLOSED SURFACES

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2023-08-02

OAAI

Veettil, Sachin Krishnan Thekke; Zavalani, Gentian; Acosta, Uwe Hernandez; Sbalzarini, Ivo F.; Hecht, Michael

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Extraction of the frequency moments of spectral densities from imaginary-time correlation function data

PHYSICAL REVIEW B

IF3.7

2023-04-27

OAAI

Dornheim, Tobias; Wicaksono, Damar C.; Suarez-Cardona, Juan E.; Tolias, Panagiotis; Boehme, Maximilian P.; Moldabekov, Zhandos A.; Hecht, Michael; Vorberger, Jan

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A generalization of the most common subgraph distance and its application to graph editing

PATTERN RECOGNITION LETTERS

IF3.3

2017-02-01

PREAI

Hecht, Michael

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Type II/F-theory superpotentials with several deformations and N=1 mirror symmetry

JOURNAL OF HIGH ENERGY PHYSICS

IF5.5

2011-06-22

OAAI

Alim, Murad; Hecht, Michael; Jockers, Hans; Mayr, Peter; Mertens, Adrian; Soroush, Masoud

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Research Directions