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Hassan Davani

San Diego State University

San Diego, CA 92182-0763

United States

SCHOLARLY PAPERS

7

DOWNLOADS

210

TOTAL CITATIONS

0

Scholarly Papers (7)

PipeYOLO: Optimization of Deep Learning Architectures for Detecting and Localizing Anomalies in Sewer Footage

Number of pages: 96 Posted: 14 Oct 2025
affiliation not provided to SSRN, San Diego State University and San Diego State University
Downloads 32 (1,326,242)

Abstract:

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Sewer Inspection, video anomaly detection, convolutional neural network, YOLO object detection, Convolutional Block Attention, attention module

PipeYOLO: Optimization of Deep Learning Architectures for Detecting and Localizing Anomalies in Sewer Footage

Number of pages: 91 Posted: 05 Mar 2026
affiliation not provided to SSRN, San Diego State University and San Diego State University
Downloads 12 (1,598,105)

Abstract:

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sewer inspection, video anomaly detection, CCARAFE, Feature fusion, shift-based blocks, A2C2FShift, attention mechanism

PipeYOLO: Optimization of Deep Learning Architectures for Detecting and Localizing Anomalies in Sewer Footage

Number of pages: 97 Posted: 18 May 2026
affiliation not provided to SSRN, San Diego State University and San Diego State University
Downloads 8 (1,635,165)

Abstract:

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video anomaly detection, Feature fusion, shift-based blocks, A2C2FShift, Attention mechanism

2.

Enhancing Precipitation Predictions in San Diego County:    a Hybrid Coastal Precipitation Downscaling Approach with Machine Learning and Bias Adjustment Methods

Number of pages: 27 Posted: 30 Jul 2024
AmirHossein Adibfar and Hassan Davani
affiliation not provided to SSRN and San Diego State University
Downloads 36 (1,236,159)

Abstract:

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SVR, Random Forest, Bias Adjustment, Downscaling, Sattelite Data

3.

Enhancing Precipitation Predictions in San Diego County: A Hybrid Coastal Precipitation Downscaling Approach with Machine Learning and Bias Adjustment Methods

Number of pages: 40 Posted: 19 Mar 2025
AmirHossein Adibfar and Hassan Davani
affiliation not provided to SSRN and San Diego State University
Downloads 33 (1,290,922)

Abstract:

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SVR, Random Forest, Bias Adjustment, Downscaling, Sattelite Data

4.

Precipnet: A Transformer-Based Downscaling Framework for Improved Precipitation Prediction in San Diego County

Number of pages: 37 Posted: 04 Jun 2025
AmirHossein Adibfar and Hassan Davani
affiliation not provided to SSRN and San Diego State University
Downloads 30 (1,332,057)

Abstract:

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GCM Downscaling, Neural Networks, Transformer, Random Forest, PrecipNet, HydroFusionNet

5.
Downloads 29 (1,332,057)

Abstract:

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SVR, Random Forest, Bias Adjustment, Downscaling, Sattelite Data

6.

Data-Driven Analysis and Integrated Modeling of Climate Change Impacts on Coastal Groundwater and Sanitary Sewer Infrastructure

Number of pages: 28 Posted: 27 Mar 2023
San Diego State University, University of California, San Diego (UCSD) - Scripps Institution of Oceanography, University of California, San Diego (UCSD) - Scripps Institution of Oceanography and San Diego State University
Downloads 28 (1,345,526)

Abstract:

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Climate change adaptation, Sea-level rise, Coastal groundwater, Inflow and infiltration, Sanitary sewer infrastructure

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Combined sewer overflow, Sea-level rise, Groundwater intrusion, Urban drainage modeling, Compound climate stressors, Reduced-complexity modeling