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Maksim Levental
Maksim Levental
Verified email at uchicago.edu - Homepage
Title
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Cited by
Year
Tensor networks for simulating quantum circuits on FPGAs
M Levental
arXiv preprint arXiv:2108.06831, 2021
62021
Ultrafast focus detection for automated microscopy
M Levental, R Chard, K Chard, I Foster, G Wildenberg
International Conference on Computational Science, 403-416, 2022
52022
A hardware co-design workflow for scientific instruments at the edge
K Yoshii, R Sankaran, S Strempfer, M Levental, M Hammer, A Miceli
Smoky Mountains Computational Sciences and Engineering Conference, 209-226, 2021
42021
External Evaluation of a Mammography-based Deep Learning Model for Predicting Breast Cancer in an Ethnically Diverse Population
OJ Omoleye, AE Woodard, FM Howard, F Zhao, TF Yoshimatsu, Y Zheng, ...
Radiology: Artificial Intelligence 5 (6), e220299, 2023
22023
OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science
M Levental, A Khan, K Chard, I Foster, R Chard, K Yoshii
arXiv preprint arXiv:2302.06751, 2023
22023
Memory planning for deep neural networks
M Levental
arXiv preprint arXiv:2203.00448, 2022
22022
Comparing the costs of abstraction for dl frameworks
M Levental, E Orlova
arXiv preprint arXiv:2012.07163, 2020
22020
Towards online steering of flame spray pyrolysis nanoparticle synthesis
M Levental, R Chard, JA Libera, K Chard, A Koripelly, JR Elias, ...
2020 IEEE/ACM 2nd Annual Workshop on Extreme-scale Experiment-in-the-Loop …, 2020
22020
nelli: a lightweight frontend for MLIR
M Levental, A Kamatar, R Chard, N Vasilache, K Chard, I Foster
arXiv preprint arXiv:2307.16080, 2023
12023
BraggHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science
M Levental, A Khan, R Chard, K Yoshii, K Chard, I Foster
Proceedings of the 14th International Symposium on Highly Efficient …, 2024
2024
An End-to-End Programming Model for AI Engine Architectures
M Levental
The University of Chicago, 2024
2024
Independent evaluation and validation of mammography-based breast cancer risk models in a diverse patient cohort
OJ Omoleye, A Woodard, F Zhao, M Levental, TF Yoshimatsu, Y Zheng, ...
Cancer Research 82 (12_Supplement), 1933-1933, 2022
2022
Real-Time Streaming and Event-driven Control of Scientific Experiments
JR Elias, R Chard, M Levental, Z Liu, I Foster, S Chaudhuri
arXiv preprint arXiv:2205.01476, 2022
2022
PROCEEDINGS OF XLOOP 2020: 2ND ANNUAL WORKSHOP ON EXTREME-SCALE EXPERIMENT-IN-THE-LOOP COMPUTING, HELD IN CONJUNCTION WITH SC 2020: THE INTERNATIONAL CONFERENCE FOR HIGH …
T Bicer, R Kettimuthu, IT Foster, V Nikitin, S Aslan, D Gursoy, M Levental, ...
2020
A deep neural network model for hazard classification
JN Wilson, F Toska, M Levental, PJ Dobbins
Artificial Intelligence and Machine Learning in Defense Applications 11169 …, 2019
2019
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