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Alex Bronstein

computer science department, technion-israel institute of technology, haifa 32000, israel

37H-index
258Paper Count
5.9KCitation Count
Published Papers 29
Publication Date
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Machine Learning Inference of Stellar Properties Using Integrated Photometric and Spectroscopic Data
errThe Astrophysical Journal
IF0
err2025-11-19
err0
errOAAI
errIlay Kamai; Alex M. Bronstein; Hagai B. Perets
errShare
errSave
Improving prediction accuracy in chimeric proteins with windowed multiple sequence alignment
errComputational and Structural Biotechnology Journal
IF4.1
err2025-07-23
err0
errOAAI
errSanketh Vedula; Alex M. Bronstein; Ailie Marx
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errSave
How local is local? Deep learning reveals locality of the induced magnetic field of polycyclic aromatic hydrocarbons
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2025-04-08
err0
errOAAI
errDavidson, Yair; Philipp, Aviad; Chakraborty, Sabyasachi; Bronstein, Alex M.
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errSave
Atrial Fibrillation Screening During Sinus Rhythm Periods by Interrelated Systems Dynamics Analysis
errCIRCULATION
IF38.6
err2024-11-12
err0
PREAI
errKeidar, Noam; Elul, Yonatan; Schuster, Assaf; Bronstein, Alex; Yaniv, Yael
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errSave
Data-driven modeling of interrelated dynamical systems
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-05-01
err0
errOAAI
errElul, Yonatan; Rozenberg, Eyal; Boyarski, Amit; Yaniv, Yael; Schuster, Assaf; Bronstein, Alex M.
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errSave
Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography
errOPTICS EXPRESS
IF3.3
err2024-02-27
err1
errOAAI
errWengrowicz, Omri; Bronstein, Alex; Cohen, Oren
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errSave
An amino- domino model described by a cross- peptide- bond Ramachandran plot defines amino acid pairs as local structural units
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-10-25
err4
errOAAI
errRosenberg, Aviv A.; Yehishalom, Nitsan; Marx, Ailie; Bronstein, Alex M.
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errSave
Guided diffusion for inverse molecular design
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2023-10-05
err20
errOAAI
errWeiss, Tomer; Yanes, Eduardo Mayo; Chakraborty, Sabyasachi; Cosmo, Luca; Bronstein, Alex M.; Gershoni-Poranne, Renana
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errSave
Water stabilizes an alternate turn conformation in horse heart myoglobin
errSCIENTIFIC REPORTS
IF3.9
err2023-04-13
err1
errOAAI
errBronstein, Alex; Marx, Ailie
errShare
errSave
GRASP: Scalable Graph Alignment by Spectral Corresponding Functions
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-02-24
err2
PREAI
errHermanns, Judith; Skitsas, Konstantinos; Tsitsulin, Anton; Munkhoeva, Marina; Kyster, Alexander; Nielsen, Simon; Bronstein, Alexander M.; Mottin, Davide; Karras, Panagiotis
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errSave
Interpretable Deep-Learning Unveils Structure-Property Relationships in Polybenzenoid Hydrocarbons
errJOURNAL OF ORGANIC CHEMISTRY
IF3.6
err2023-01-25
err11
errOAAI
errWeiss, Tomer; Wahab, Alexandra; Bronstein, Alex M.; Gershoni-Poranne, Renana
errShare
errSave
Machine learning approaches demonstrate that protein structures carry information about their genetic coding
errSCIENTIFIC REPORTS
IF3.9
err2022-12-20
err2
errOAAI
errAckerman-Schraier, Linor; Rosenberg, Aviv A.; Marx, Ailie; Bronstein, Alex M.
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errSave
Adversarial robustness via noise injection in smoothed models
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-09
err1
PREAI
errNemcovsky, Yaniv; Zheltonozhskii, Evgenii; Baskin, Chaim; Chmiel, Brian; Bronstein, Alex M.; Mendelson, Avi
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errSave
Embryologist agreement when assessing blastocyst implantation probability: is data-driven prediction the solution to embryo assessment subjectivity?
errHUMAN REPRODUCTION
IF6.1
err2022-08-09
err25
PREAI
errFordham, Daniel E.; Rosentraub, Dror; Polsky, Avital L.; Aviram, Talia; Wolf, Yotam; Perl, Oriel; Devir, Asnat; Rosentraub, Shahar; Silver, David H.; Zamir, Yael Gold; Bronstein, Alex M.; Lara, Miguel Lara; Ben Nagi, Jara; Alvarez, Adrian; Munne, Santiago
errShare
errSave
Baby steps towards few-shot learning with multiple semantics
errPATTERN RECOGNITION LETTERS
IF3.3
err2022-08-01
err36
errOAAI
errSchwartz, Eli; Karlinsky, Leonid; Feris, Rogerio; Giryes, Raja; Bronstein, Alex
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errSave
Deep Isometric Maps
errIMAGE AND VISION COMPUTING
IF4.2
err2022-07-01
err2
errOAAI
errPai, Gautam; Bronstein, Alex; Talmon, Ronen; Kimmel, Ron
errShare
errSave
Inverse design of spontaneous parametric downconversion for generation of high-dimensional qudits
errOPTICA
IF8.5
err2022-06-06
err17
errOAAI
errRozenberg, Eyal; Karnieli, Aviv; Yesharim, Ofir; Foley-Comer, Joshua; Trajtenberg-Mills, Sivan; Freedman, Daniel; Bronstein, Alex M.; Arie, Ady
errShare
errSave
Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon
errNATURE COMMUNICATIONS
IF15.7
err2022-05-20
err22
errOAAI
errRosenberg, Aviv A.; Marx, Ailie; Bronstein, Alex M.
errShare
errSave
Loss aware post-training quantization
errMACHINE LEARNING
IF2.9
err2021-10-01
err54
errOAAI
errNahshan, Yury; Chmiel, Brian; Baskin, Chaim; Zheltonozhskii, Evgenii; Banner, Ron; Bronstein, Alex M.; Mendelson, Avi
errShare
errSave
MetAdapt: Meta-learned task-adaptive architecture for few-shot classification
errPATTERN RECOGNITION LETTERS
IF3.3
err2021-09-01
err13
errOAAI
errDoveh, Sivan; Schwartz, Eli; Xue, Chao; Feris, Rogerio; Bronstein, Alex; Giryes, Raja; Karlinsky, Leonid
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Junwei Han
H-index: 99 · Papers: 712
S
S. Munné
H-index: 95 · Papers: 545
M
Michael M. Bronstein
H-index: 74 · Papers: 499
M
Mark Johnston
H-index: 73 · Papers: 252
R
Ron Kimmel
H-index: 72 · Papers: 433
View more