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9 Publications
2026 |
Accepted |
Conference Paper |
IST-REx-ID: 21949 |
Shor T, Freiman M, Baskin C, Bronstein AM. T1-PILOT: Physics-informed learned optimized trajectories for T1 mapping acceleration. Medical Imaging with Deep Learning. MIDL: Medical Imaging with Deep Learning, PMLR, vol. 315, 1969–1982.
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2026 |
Epub ahead of print |
Journal Article |
IST-REx-ID: 22268 |
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Maddipatla SA, Sellam NE, Bojan MI, Masalitin V, Vedula S, Schanda P, Marx A, Bronstein AM. 2026. Experiment-guided AlphaFold3 resolves measurement-consistent protein ensembles. Nature Biotechnology.
[Published Version]
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| PubMed | Europe PMC
2026 |
Published |
Conference Paper |
IST-REx-ID: 22722 |
Bojan MI, Vedula S, Maddipatla SA, Sellam NE, Rzayev A, Napoli F, Schanda P, Bronstein AM. 2026. Representing local protein environments with machine learning force fields. 14th International Conference on Learning Representations. ICLR: International Conference on Learning Representations vol. 2026, 100760–100799.
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| arXiv
2025 |
Published |
Journal Article |
IST-REx-ID: 21246 |
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Kamai I, Bronstein AM, Perets HB. 2025. Machine Learning inference of stellar properties using integrated photometric and spectroscopic data. The Astrophysical Journal. 994, 110.
[Published Version]
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| arXiv
2025 |
Published |
Conference Paper |
IST-REx-ID: 21327 |
Maddipatla SA, Sellam NE, Bojan MI, Vedula S, Schanda P, Marx A, Bronstein AM. 2025. Inverse problems with experiment-guided AlphaFold. Proceedings of the 42nd International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 267, 42366–42393.
[Published Version]
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| arXiv
2025 |
Published |
Journal Article |
IST-REx-ID: 20100 |
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Vedula S, Bronstein AM, Marx A. 2025. Improving prediction accuracy in chimeric proteins with windowed multiple sequence alignment. Computational and Structural Biotechnology Journal. 27, 3292–3298.
[Published Version]
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| WoS
2025 |
Research Data Reference |
IST-REx-ID: 20103 |
Vedula S, Bronstein AM, Marx A. 2025. Replication Data for: ‘Improving Prediction Accuracy in Chimeric Proteins with Windowed Multiple Sequence Alignment’, Harvard Dataverse, 10.7910/DVN/DYEBVM.
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2025 |
Published |
Conference Paper |
IST-REx-ID: 20707 |
Gahtan B, Vedula S, Samuelly Leichtag G, Kodesh E, Bronstein AM. 2025. From lab to wrist: Bridging metabolic monitoring and consumer wearables for heart rate and oxygen consumption modeling. Proceedings of the 27th International Conference on Multimodal Interaction. ICMI: International Conference on Multimodal Interaction, 60–77.
[Published Version]
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| arXiv
2025 |
Published |
Journal Article |
IST-REx-ID: 19595 |
Davidson Y, Philipp A, Chakraborty S, Bronstein AM, Gershoni-Poranne R. 2025. How local is “local”? Deep learning reveals locality of the induced magnetic field of polycyclic aromatic hydrocarbons. Journal of Chemical Physics. 162(14), 144101.
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| PubMed | Europe PMC