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Barak Fishbain

affiliation not provided to SSRN

SCHOLARLY PAPERS

7

DOWNLOADS

380

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

Optimized Aquaculture Feeding through Matched Filter Audio Signal Processing and Machine Learning

Number of pages: 31 Posted: 03 Nov 2025
affiliation not provided to SSRN, Israel Institute for Biological Research, affiliation not provided to SSRN, affiliation not provided to SSRN and Israel Oceanographic and Limnological Research
Downloads 101 (694,528)

Abstract:

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Audio Signal Processing, Aquaculture Monitoring, Machine learning, Passive Acoustic Monitoring, Fish Feeding Intensity

2.

Machine Education Approach, Combining Machine and Deep Learning with a Physicochemical Model, Generating No2 And Pm2.5 Dense Pollution Maps in Israel

Number of pages: 22 Posted: 31 Oct 2023
Avitay Geltman, Ilan Levy and Barak Fishbain
affiliation not provided to SSRN, Israel Ministry of Environmental Protection and affiliation not provided to SSRN
Downloads 79 (816,709)

Abstract:

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Air Pollution, machine education, Deep Learning, Machine Learning, bias correction, physicochemical model

3.

Ridiculously Simple Data-Driven Air Pollution Interpolation Method

Number of pages: 51 Posted: 18 Oct 2025
Alon Feldman, Shai Kendler, Enrico Pisoni and Barak Fishbain
Technion - Israel Institute of Technology, Israel Institute for Biological Research, Joint Research Center of the European Commission and affiliation not provided to SSRN
Downloads 61 (980,173)

Abstract:

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Air pollution interpolationMachine LearningSimulated-data

4.

Deep Learning Methodology for Scalable Emulation of Hydrodynamic Flood Simulations Across Diverse Terrains and Conditions

Number of pages: 25 Posted: 24 Sep 2025
Barak Fishbain and Lana Khalifa
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 59 (980,173)

Abstract:

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Flood simulations, Deep Learning, Hydrodynamic Simulations

5.

Synthetic Random Environmental Time Series Generation With Similarity Control, Preserving Original Signal's Statistical Characteristics

Number of pages: 45 Posted: 25 Oct 2024
Ofek Aloni, Gal Perelman and Barak Fishbain
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 44 (1,157,785)

Abstract:

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Synthetic Data Generation, Environmental Simulations, Fourier Transform, Water, Air Pollution, Wind

6.

Wave (from) Polarized Light Learning (Wpll) Method: High Resolution Spatio-Temporal Measurements of Water Surface Waves in Laboratory Setups

Number of pages: 22 Posted: 23 Oct 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,372,601)

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Wave (from) Polarized Light learning (WPLL) method, spatio-temporal measurements of water waves, water surface elevation and slope, high frequency response, energy density and directional spectra, near-real-time measurements, light polarization, polarimetric computer vision, deep learning (DL), deep neural networks (DNN).

7.

Physics-Informed Criticality Analysis for Infrastructure Networks

Number of pages: 73 Posted: 19 May 2026
affiliation not provided to SSRN, Kompetenzzentrum Wasser Berlin, Kompetenzzentrum Wasser Berlin, affiliation not provided to SSRN, Israel Institute for Biological Research and affiliation not provided to SSRN
Downloads 10 (1,555,090)

Abstract:

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Criticality Analysis, Machine Education, Physical Infrastructure Networks, Physics-Informed, Hydraulically Informed, Principal Component Analysis