Mohamad Abed El Rahman Hammoud

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8 Article

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning
Hammoud, M. A. E. R., Raboudi, N., Titi, E. S., Knio, O. & Hoteit, I., Aug 2024, In: Journal of Advances in Modeling Earth Systems. 16, 8, e2023MS004178.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Oil spill risk analysis for the NEOM shoreline
Mittal, H. V. R., Hammoud, M. A. E. R., Carrasco, A. K., Hoteit, I. & Knio, O. M., Dec 2024, In: Scientific Reports. 14, 1, 6623.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Scopus citations
Continuous and discrete data assimilation with noisy observations for the Rayleigh-Bénard convection: a computational study
Hammoud, M. A. E. R., Le Maître, O., Titi, E. S., Hoteit, I. & Knio, O., Feb 2023, In: Computational Geosciences. 27, 1, p. 63-79 17 p.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Scopus citations
Continuous and discrete data assimilation with noisy observations for the Rayleigh-Bénard convection: a computational study
Hammoud, M. A. E. R., Le Maître, O., Titi, E. S., Hoteit, I. & Knio, O., Feb 2023, In: Computational Geosciences. 27, 1, p. 63-79 17 p.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Scopus citations
Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach
Hammoud, M. A. E., Zhan, P., Hakla, O., Knio, O. & Hoteit, I., Mar 10 2023, In: Remote Sensing. 15, 6, p. 1525
Research output: Contribution to journal › Article › peer-review
2 Scopus citations
Variance-based sensitivity analysis of oil spill predictions in the Red Sea region
Hammoud, M. A. E. R., Mittal, H. V. R., Le Maître, O., Hoteit, I. & Knio, O., 2023, In: FRONTIERS IN MARINE SCIENCE. 10, 1185106.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Scopus citations
CDAnet: A Physics-Informed Deep Neural Network for Downscaling Fluid Flows
Hammoud, M. A. E., Titi, E. S., Hoteit, I. & Knio, O., Nov 29 2022, In: Journal of Advances in Modeling Earth Systems.
Research output: Contribution to journal › Article › peer-review
8 Scopus citations
Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea
Hoteit, I., Abualnaja, Y., Afzal, S., Ait-El-Fquih, B., Akylas, T., Antony, C., Dawson, C., Asfahani, K., Brewin, R. J., Cavaleri, L., Cerovecki, I., Cornuelle, B., Desamsetti, S., Attada, R., Dasari, H. P., Sanchez-Garrido, J., Genevier, L., El Gharamti, M., Gittings, J. & Gokul, E. & 44 others, Gopalakrishnan, G., Guo, D., Hadri, B., Hadwiger, M., Hammoud, M. A., Hendershott, M., Hittawe, M., Karumuri, A., Knio, O., Köhl, A., Kortas, S., Krokos, G., Kunchala, R., Issa, L., Lakkis, I., Langodan, S., Lermusiaux, P., Luong, T., Ma, J., Le Maitre, O., Mazloff, M., El Mohtar, S., Papadopoulos, V. P., Platt, T., Pratt, L., Raboudi, N. M. F., Racault, M.-F., Raitsos, D. E., Razak, S., Sanikommu, S. R., Sathyendranath, S., Sofianos, S., Subramanian, A., Sun, R., Titi, E., Toye, H., Triantafyllou, G., Tsiaras, K., Vasou, P., Viswanadhapalli, Y., Wang, Y., Yao, F., Zhan, P. & Zodiatis, G., Jan 2021, In: Bulletin of the American Meteorological Society. 102, 1, p. E99-E122 1 p.
Research output: Contribution to journal › Article › peer-review
37 Scopus citations

New Findings in Information and Data Aggregation Described from King Abdullah University of Science and Technology (KAUST) (Data Assimilation In Chaotic Systems Using Deep Reinforcement Learning)
Hoteit, I., Knio, O., Raboudi, N. & Hammoud, M. A. E. R.
09/2/24
1 item of Media coverage
Press/Media: Press / Media
Neom's luxury cities in Saudi Arabia are at high risk of being flooded with tar
Hoteit, I., Knio, O. & Hammoud, M. A. E. R.
03/26/24
1 item of Media coverage
Press/Media: Press / Media
Research Data from King Abdullah University of Science and Technology (KAUST) Update Understanding of Marine Science (Variance-based sensitivity analysis of oil spill predictions in the Red Sea region)
Hoteit, I., Knio, O. & Hammoud, M. A. E. R.
07/7/23
1 item of Media coverage
Press/Media: Press / Media
New Remote Sensing Research Has Been Reported by a Researcher at King Abdullah University of Science and Technology (KAUST) (Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach)
Hoteit, I., Knio, O. & Hammoud, M. A. E. R.
03/29/23
1 item of Media coverage
Press/Media: Press / Media
Findings from King Abdullah University of Science and Technology (KAUST) Reveals New Findings on Networks (Cdanet: a Physics-informed Deep Neural Network for Downscaling Fluid Flows)
Hoteit, I., Knio, O. & Hammoud, M. A. E. R.
03/16/23
1 item of Media coverage
Press/Media: Press / Media
Study Data from King Abdullah University of Science and Technology (KAUST) Update Understanding of Information and Data Aggregation (Continuous and Discrete Data Assimilation With Noisy Observations for the Rayleigh-benard Convection: a ...)
Hoteit, I., Knio, O. & Hammoud, M. A. E. R.
01/10/23
1 item of Media coverage
Press/Media: Press / Media

Mohamad Abed El Rahman Hammoud

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Collaborations and top research areas from the last five years

Dive into details

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning

Oil spill risk analysis for the NEOM shoreline

Continuous and discrete data assimilation with noisy observations for the Rayleigh-Bénard convection: a computational study

Continuous and discrete data assimilation with noisy observations for the Rayleigh-Bénard convection: a computational study

Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach

Variance-based sensitivity analysis of oil spill predictions in the Red Sea region

CDAnet: A Physics-Informed Deep Neural Network for Downscaling Fluid Flows

Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea

New Findings in Information and Data Aggregation Described from King Abdullah University of Science and Technology (KAUST) (Data Assimilation In Chaotic Systems Using Deep Reinforcement Learning)

Neom's luxury cities in Saudi Arabia are at high risk of being flooded with tar

Research Data from King Abdullah University of Science and Technology (KAUST) Update Understanding of Marine Science (Variance-based sensitivity analysis of oil spill predictions in the Red Sea region)

New Remote Sensing Research Has Been Reported by a Researcher at King Abdullah University of Science and Technology (KAUST) (Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach)

Findings from King Abdullah University of Science and Technology (KAUST) Reveals New Findings on Networks (Cdanet: a Physics-informed Deep Neural Network for Downscaling Fluid Flows)

Study Data from King Abdullah University of Science and Technology (KAUST) Update Understanding of Information and Data Aggregation (Continuous and Discrete Data Assimilation With Noisy Observations for the Rayleigh-benard Convection: a ...)

Mohamad Abed El Rahman Hammoud

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media