Scientific Publications - SDSC Data Science Research

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Heinrich, M.; Krüger, A.; Chatterjee, S.; Fournier, A.; Lammers-Lietz, F.; Krause, R.; Nürnberg, P.; Schneider, R.; Winterer, G.; Pietzner, M.; et al. "Altered gene expression associated with postoperative delirium in patients undergoing surgery and anesthesia" Brain, Behavior, and Immunity 134 2026 View publication 

Journal Article

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Grover, A.; Muser, T.; Kasak, L.; Zhang, L.; Krymova, E.; Boeva, V. "Early feature extraction drives model performance in high-resolution chromatin accessibility prediction" Genome Research gr.281042.125 2026 View publication 

Journal Article

L7N6BCT6

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Poghosyan, E.; Xie, X.; Reuteler, J.; Paton, K. A.; Flores, L. B.; Haro, B. B.; Fröjdh, E.; Bergamaschi, A.; Müller, E. "Sub-Pixel Electron Beam Alignment for Machine Learning Characterization of Hybrid Pixel Detectors" Preprint 2026 View publication 

Preprint

6X6JG8CK

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Kirschner, J. A.; Kirschner, J.; Ascoli, D.; Moris, J. V.; Boustras, G.; Spadoni, G. L. "Evaluating wildfire policy impacts using synthetic controls: a data-driven assessment in Italy" International Journal of Wildland Fire 35 1 WF25107 2026 View publication 

Journal Article

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Unal, O.; Sakaridis, C.; Saha, S.; Van Gool, L.; Leonardis, A.; Ricci, E.; Roth, S.; Russakovsky, O.; Sattler, T.; Varol, G. "Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding" Computer Vision – ECCV 2024 196-213 2025 View publication 

Conference Paper

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Mansour, E. A.; Unal, O.; Saha, S.; Bejar, B.; van Gool, L. "Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation" 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 1637-1648 2025 View publication 

Conference Paper

8IK58M9A

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Hassan, M.; Stapf, S.; Rahimi, A.; Rezende, P. M. B.; Haghighi, Y.; Brüggemann, D.; Katircioglu, I.; Zhang, L.; Chen, X.; Saha, S.; et al. "GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 22404-22415 2025 View publication 

Conference Paper

VPCNBRLV

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Ansuinelli, P.; Saha, S.; Flores, L. F. B.; Haro, B. B.; Ekinci, Y.; Mochi, I. "Prior–primed deep neural network based EUV mask inspection" Optics Express 33 6 12572 2025 View publication 

Journal Article

BV74JDTT

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Saha, S.; Ansuinelli, P.; Barba, L.; Mochi, I.; Haro, B. B. "Ptycho-LDM: A Hybrid Framework for Efficient Phase Retrieval of EUV Photomasks Using Conditional Latent Diffusion Models" Photonics 12 9 900 2025 View publication 

Journal Article

MZ42M3I2

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Ansuinelli, P.; Saha, S.; Flores, L. F. B.; Haro, B. B.; Ekinci, Y.; Mochi, I. "Prior–primed deep neural network based EUV mask inspection" Optics Express 33 6 12572 2025 View publication 

Journal Article

N3NCPVHT

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Upadhyay, A.; Jiang, J.; Cheng, Y.; Vasilakos, P.; Chen, Y.; Banos, D. T.; Flückiger, B.; Manousakas, M. I.; Prévôt, A. S.; Modini, R. L.; et al. "High-resolution modelling of particulate matter chemical composition over Europe: brake wear pollution" Environment International 202 109615 2025 View publication 

Journal Article

9EL9TNZH

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Jouanny, A.; Upadhyay, A.; Jiang, J.; Vasilakos, P.; Via, M.; Cheng, Y.; Flueckiger, B.; Uzu, G.; Jaffrezo, J.; Voiron, C.; et al. "Machine-Learning-Driven Reconstruction of Organic Aerosol Sources across Dense Monitoring Networks in Europe" 2025 View publication 

Journal Article

QB3JVY6P

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