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Manuel Blanco Valentín
Manuel Blanco Valentín
ASIC Designer at Fermilab - PhD. Computer Engineering at Northwestern University
Verified email at u.northwestern.edu - Homepage
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Cited by
Cited by
Year
hls4ml: An open-source codesign workflow to empower scientific low-power machine learning devices
F Fahim, B Hawks, C Herwig, J Hirschauer, S Jindariani, N Tran, ...
arXiv preprint arXiv:2103.05579, 2021
1352021
The strong gravitational lens finding challenge
RB Metcalf, M Meneghetti, C Avestruz, F Bellagamba, CR Bom, E Bertin, ...
Astronomy & Astrophysics 625, A119, 2019
1312019
A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs
MB Valentín, CR Bom, JM Coelho, MD Correia, MP De Albuquerque, ...
Journal of Petroleum Science and Engineering 179, 474-503, 2019
772019
Automatic detection of fractures and breakouts patterns in acoustic borehole image logs using fast-region convolutional neural networks
LO Dias, CR Bom, EL Faria, MB Valentín, MD Correia, ...
Journal of Petroleum Science and Engineering 191, 107099, 2020
622020
A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC
G Di Guglielmo, F Fahim, C Herwig, MB Valentin, J Duarte, C Gingu, ...
IEEE Transactions on Nuclear Science 68 (8), 2179-2186, 2021
512021
Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the brazilian pre-salt carbonate
MB Valentín, CR Bom, ALM Compan, MD Correia, CM de Jesus, ...
Journal of Petroleum Science and Engineering 170, 315-330, 2018
382018
Bayesian deep networks for absolute permeability and porosity uncertainty prediction from image borehole logs from Brazilian carbonate reservoirs
CR Bom, MB Valentín, BMO Fraga, J Campos, B Coutinho, LO Dias, ...
Journal of Petroleum Science and Engineering 201, 108361, 2021
112021
Developing a victorious strategy to the second strong gravitational lensing data challenge
CR Bom, BMO Fraga, LO Dias, P Schubert, M Blanco Valentin, ...
Monthly Notices of the Royal Astronomical Society 515 (4), 5121-5134, 2022
102022
Deep learning in wide-field surveys: Fast analysis of strong lenses in ground-based cosmic experiments
C Bom, J Poh, B Nord, M Blanco-Valentin, L Dias
arXiv preprint arXiv:1911.06341, 2019
82019
On a method for rock classification using textural features and genetic optimization
MB Valentin, CR De Bom, MP de Albuquerque, MP de Albuquerque, ...
arXiv preprint arXiv:1607.01679, 2016
62016
hls4ml: An open-source codesign workflow to empower scientific low-power machine learning devices. arXiv
F Fahim, B Hawks, C Herwig, J Hirschauer, S Jindariani, N Tran, ...
arXiv preprint arXiv:2103.05579, 2021
52021
John Mamish
F Fahim, B Hawks, C Herwig, J Hirschauer, S Jindariani, N Tran, ...
Seda Orgrenci-Memik, Thea Aarrestad, Hamza Javed, Vladimir Loncar, Maurizio …, 2021
52021
Texture classification based on spectral analysis and haralick features
MB Valentin, CR de Bom, MP de Albuquerque, MP de Albuquerque, ...
Notas Técnicas 6 (1), 2016
52016
Aquisição de imagens ultrassônicas como experimento didático
MB Valentín, CR Bom, MP Albuquerque, MP Albuquerque, EL Faria, ...
Revista Brasileira de Ensino de Física 40 (2), e2503, 2018
42018
Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
J Yoo, J Dickinson, M Swartz, G Di Guglielmo, A Bean, D Berry, ...
arXiv preprint arXiv:2310.02474, 2023
32023
A cryogenic readout IC with 100 KSPS in-pixel ADC for skipper CCD-in-CMOS sensors
A Quinn, MB Valentin, T Zimmerman, D Braga, S Memik, F Fahim
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
32023
Ultrasound image acquisition as a didactic tool
MB Valentín, CR Bom, MP Albuquerque, MP Albuquerque, EL Faria, ...
Revista Brasileira de Ensino de Física 40 (2), 2018
32018
In-pixel AI for lossy data compression at source for X-ray detectors
MB Valentin, G Di Guglielmo, D Noonan, P Dilip, P Huang, A Quinn, ...
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2023
22023
Rock Texture Classification Using Spectral Analysis And Genetically Optimized Texture Features
MB Valentin, CR De Bom, MP de Albuquerque, MP de Albuquerque, ...
Computer Vision and Pattern Recognition (CVPR), 2016
12016
Smart Pixels: In-pixel AI for on-sensor data filtering
B Parpillon, C Syal, J Yoo, J Dickinson, M Swartz, G Di Guglielmo, A Bean, ...
arXiv preprint arXiv:2406.14860, 2024
2024
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