Journal Article

Yeganeh-Bakhtiary, Abbas, EyvazOghli, Hossein, Shabakhty, Naser and Abolfathi, Soroush (2023) Machine learning prediction of wave characteristics : comparison between semi-empirical approaches and DT model. Ocean Engineering, 286 (2). 115583. doi:10.1016/j.oceaneng.2023.115583 ISSN 0029-8018.

Habib, M. A., O’Sullivan, J. J., Abolfathi, Soroush and Salauddin, M. (2023) Enhanced wave overtopping simulation at vertical breakwaters using machine learning algorithms. PLOS ONE, 18 (8). e0289318. doi:10.1371/journal.pone.0289318 ISSN 1932-6203.

Stride, Ben, Dykes, Charlotte, Abolfathi, Soroush, Jimoh, Modupe, Bending, Gary D. and Pearson, Jonathan M. (2023) Microplastic transport dynamics in surcharging and overflowing manholes. Science of The Total Environment . 165683. doi:10.1016/j.scitotenv.2023.165683 ISSN 0048-9697. (In Press)

Stride, Ben, Abolfathi, Soroush, Odara, M. G. N., Bending, Gary D. and Pearson, Jonathan M. (2023) Modeling microplastic and solute transport in vegetated flows. Water Resources Research, 59 (5). e2023WR034653.. doi:10.1029/2023WR034653 ISSN 0043-1397.

Mahdian, Mehran, Hosseinzadeh, Majid, Siadatmousavi, Seyed Mostafa, Chalipa, Zohreh, Delavar, Majid , Guo, Ming, Abolfathi, Soroush and Noori, Roohollah (2023) Modelling impacts of climate change and anthropogenic activities on inflows and sediment loads of wetlands : case study of the Anzali wetland. Scientific Reports, 13 . 5399. doi:10.1038/s41598-023-32343-8 ISSN 2045-2322.

Schröder, Patrick, Oyinlola, Muyiwa, Barrie, Jack, Bonmwa, Fwangkwal and Abolfathi, Soroush (2023) Making policy work for Africa’s circular plastics economy. Resources, Conservation and Recycling, 190 . 106868. doi:10.1016/j.resconrec.2023.106868 ISSN 0921-3449.

Malekmohammadi, Bahram, Uvo, Cintia Bertacchi, Moghadam, Negar Tayebzadeh, Noori, Roohollah and Abolfathi, Soroush (2023) Environmental risk assessment of wetland ecosystems using Bayesian belief networks. Hydrology, 10 (1). 16. doi:10.3390/hydrology10010016 ISSN 2306-5338.

Khosravi, Khabat, Rezaie, Fatemeh, Cooper, James R., Kalantari, Zahra, Abolfathi, Soroush and Hatamiafkoueieh, Javad (2023) Soil water erosion susceptibility assessment using deep learning algorithms. Journal of Hydrology . 129229. doi:10.1016/j.jhydrol.2023.129229 ISSN 0022-1694.

Guo, Mingqi, Goodarzi, Danial, Borzooei, Sina, Pearson, Jonathan M. and Abolfathi, Soroush (2022) The effects of porous baffles on the hydraulic performance of sediment retention ponds — a numerical modelling study. International Journal of Environmental Science and Development, 13 (6). pp. 239-245. doi:10.18178/ijesd.2022.13.6.1399 ISSN 2010-0264.

Donnelly, James, Abolfathi, Soroush, Pearson, Jonathan, Chatrabgoun, Omid and Daneshkhah, Alireza (2022) Gaussian Process emulation of spatiotemporal outputs of a 2D inland flood model. Water Research, 225 . 119100. doi:10.1016/j.watres.2022.119100 ISSN 0043-1354.

Kolade, Oluwaseun, Odumuyiwa, Victor, Abolfathi, Soroush, Schröder, Patrick, Wakunuma, Kutoma, Akanmu, Ifeoluwa, Whitehead, Timothy, Tijani, Bosun and Oyinlola, Muyiwa (2022) Technology acceptance and readiness of stakeholders for transitioning to a circular plastic economy in Africa. Technological Forecasting and Social Change, 183 . 121954. doi:10.1016/j.techfore.2022.121954 ISSN 0040-1625.

Salauddin, Md, O’Sullivan, J. J., Abolfathi, Soroush, Peng, Z., Dong, Shudi and Pearson, Jonathan M. (2022) New insights in the probability distributions of wave-by-wave overtopping volumes at vertical breakwaters. Scientific Reports, 12 . 16228. doi:10.1038/s41598-022-20464-5 ISSN 2045-2322.

Manousakas, Nikolaos, Salauddin, M., Pearson, Jonathan M., Denissenko, Petr, Williams, H. and Abolfathi, Soroush (2022) Effects of seagrass vegetation on wave runup reduction – a laboratory study. IOP Conference Series: Earth and Environmental Science, 1072 (1). 012004. doi:10.1088/1755-1315/1072/1/012004 ISSN 1755-1307.

Liu, Nian, Salauddin, Md, Yeganeh-Bakhtiari, Abbas, Pearson, Jonathan M. and Abolfathi, Soroush (2022) The impact of eco-retrofitting on coastal resilience enhancement : a physical modelling study. IOP Conference Series: Earth and Environmental Science, 1072 . 012005. doi:10.1088/1755-1315/1072/1/012005 ISSN 1755-1307.

Goodarzi, Danial, Mohammadian, Abdolmajid, Pearson, Jonathan and Abolfathi, Soroush (2022) Numerical modelling of hydraulic efficiency and pollution transport in waste stabilization ponds. Ecological Engineering, 182 . 106702. doi:10.1016/j.ecoleng.2022.106702 ISSN 0925-8574.

Yeganeh-Bakhtiary, Abbas, Eyvaz Oghli, Hossein, Shabakhty, Naser, Kamranzad, Bahareh and Abolfathi, Soroush (2022) Machine learning as a downscaling approach for prediction of wind characteristics under future climate change scenarios. Complexity, 2022 . 8451812. doi:10.1155/2022/8451812 ISSN 1076-2787.

Noori, Roohollah, Farahni, Farhad, Jun, Changhyun, Aradpour, Saber, Bateni, Sayed M., Ghazban, Fereydoun, Hosseinzadeh, Majid, Abolfathi, Soroush, Maghrebi, Mohsen and Naseh, Mohammad Reza Vesali (2022) A non-threshold model to estimate carcinogenic risk of nitrate-nitrite in drinking water. Journal of Cleaner Production, 363 . 132432. doi:10.1016/j.jclepro.2022.132432 ISSN 0959-6526.

Ghiasi, Behzad, Noori, Roohollah, Sheikhian, Hossein, Zeynolabedin, Amin, Sun, Yuanbin, Jun, Changhyun, Hamouda, Mohamed, Bateni, Sayed M. and Abolfathi, Soroush (2022) Uncertainty quantification of granular computing‑neural network model for prediction of pollutant longitudinal dispersion coefficient in aquatic streams. Scientific Reports, 12 . 4610. doi:10.1038/s41598-022-08417-4 ISSN 2045-2322.

Noori, Roohollah, Ghiasi, Behzad, Salehi, Sohrab, Esmaeili Bidhendi, Mehdi, Raeisi, Amin, Partani, Sadegh, Meysami, Rojin, Mahdian, Mehran, Hosseinzadeh, Majid and Abolfathi, Soroush (2022) An efficient data driven-based model for prediction of the total sediment load in rivers. Hydrology, 9 (2). 36. doi:10.3390/hydrology9020036 ISSN 2306-5338.

Jimoh, Modupe and Abolfathi, Soroush (2022) Modelling pollution transport dynamics and mixing in square manhole overflows. Journal of Water Process Engineering, 45 . 102491. doi:10.1016/j.jwpe.2021.102491 ISSN 2214-7144.

Farahani, Abolfazl Varvani and Abolfathi, Soroush (2022) Sliding mode observer design for decentralized multi-phase flow estimation. Heliyon, 8 (2). e08768. doi:10.1016/j.heliyon.2022.e08768 ISSN 2405-8440.

Oyinlola, Muyiwa, Schröder, Patrick, Whitehead, Timothy, Kolade, Oluwaseun, Wakunuma, Kutoma, Sharifi, Soroosh, Rawn, Barry, Odumuyiwa, Victor, Lendelvo, Selma, Brighty, Geoff, Tijani, Bosun, Jaiyeola, Tomi, Lindunda, Lukonga, Mtonga, Radhia and Abolfathi, Soroush (2022) Digital innovations for transitioning to circular plastic value chains in Africa. Africa Journal of Management, 8 (1). pp. 83-108. doi:10.1080/23322373.2021.1999750 ISSN 2332-2373.

Cook, Sarah, Abolfathi, Soroush and Gilbert, Nathalie I. (2021) Goals and approaches in the use of citizen science for exploring plastic pollution in freshwater ecosystems : a review. Freshwater Science, 40 (4). pp. 567-579. doi:10.1086/717227 ISSN 2161-9549.

Dong, Shudi, Abolfathi, Soroush, Salauddin, M. and Pearson, Jonathan M. (2021) Spatial distribution of wave-by-wave overtopping behind vertical seawall with recurve retrofitting. Ocean Engineering , 238 . 109674. doi:10.1016/j.oceaneng.2021.109674 ISSN 0029-8018.

Dong, Shudi, Salauddin, Md, Abolfathi, Soroush and Pearson, Jonathan M. (2021) Wave impact loads on vertical seawalls : effects of the geometrical properties of recurve retrofitting. Water, 13 (20). 2849. doi:10.3390/w13202849 ISSN 2073-4441.

Salauddin, Md , O’Sullivan, John J., Abolfathi, Soroush and Pearson, Jonathan M. (2021) Eco-engineering of seawalls—an opportunity for enhanced climate resilience from increased topographic complexity. Frontiers in Marine Science, 8 . 674630. doi:10.3389/fmars.2021.674630 ISSN 2296-7745.

Dehestaniathar, Saeed, Nesari, Shiva, Borzooei, Sina and Abolfathi, Soroush (2021) Application of natural biodegradable fiber as biofilm medium and carbon source in DEnitrifying AMmonium OXidation (DEAMOX) process for nitrogen removal from wastewater. Journal of the Taiwan Institute of Chemical Engineers, 119 . pp. 108-114. doi:10.1016/j.jtice.2021.01.030 ISSN 1876-1070.

Salauddin, Md , O'Sullivan, John, Abolfathi, Soroush, Dong, Shudi and Pearson, Jonathan M. (2020) Distribution of individual wave overtopping volumes on a sloping structure with a permeable foreshore. Coastal Engineering Proceedings (36v). doi:10.9753/icce.v36v.papers.54 ISSN 2156-1028.

Abolfathi, Soroush, Cook, Sarah, Yeganeh-Bakhtiary, Abbas, Borzooei, Sina and Pearson, Jonathan M. (2020) Microplastics transport and mixing mechanisms in the nearshore region. Coastal Engineering Proceedings (36v). doi:10.9753/icce.v36v.papers.63 ISSN 2156-1028.

O'Sullivan, John, Salauddin, Md, Abolfathi, Soroush and Pearson, Jonathan M. (2020) Effectiveness of eco-retrofits in reducing wave overtopping on seawalls. Coastal Engineering Proceedings (36v). doi:10.9753/icce.v36v.structures.13 ISSN 2156-1028.

Dong, Shudi, Abolfathi, Soroush, Salauddin, Md and Pearson, Jonathan M. (2020) Spatial distribution of wave-by-wave overtopping at vertical seawalls. Coastal Engineering Proceedings (36v). doi:10.9753/icce.v36v.structures.17 ISSN 2156-1028.

Cook, Sarah, Price, Oliver, King, Andrew, Finnegan, Chris, van Egmond, Roger, Schäfer, Hendrik, Pearson, Jonathan M., Abolfathi, Soroush and Bending, G. D. (2020) Bedform characteristics and biofilm community development interact to modify hyporheic exchange. Science of The Total Environment, 749 . 141397. doi:10.1016/j.scitotenv.2020.141397 ISSN 0048-9697.

Chatrabgoun, O., Karimi, R., Daneshkhah, A., Abolfathi, Soroush, Nouri, H. and Esmaeilbeigi, M. (2020) Copula-based probabilistic assessment of intensity and duration of cold episodes : a case study of Malayer vineyard region. Agricultural and Forest Meteorology, 295 . 108150. doi:10.1016/j.agrformet.2020.108150 ISSN 0168-1923.

Dong, Shudi, Abolfathi, Soroush, Salauddin, Md , Tan, Z. H. and Pearson, Jonathan M. (2020) Enhancing climate resilience of vertical seawall with retrofitting - A physical modelling study. Applied Ocean Research, 103 . 102331. doi:10.1016/j.apor.2020.102331 ISSN 0141-1187.

Goodarzi, Danial, Abolfathi, Soroush and Borzooeic, Sina (2020) Modelling solute transport in water disinfection systems : effects of temperature gradient on the hydraulic and disinfection efficiency of serpentine chlorine contact tanks. Journal of Water Process Engineering, 37 . 101411. doi:10.1016/j.jwpe.2020.101411 ISSN 2214-7144.

Goodarzi, Danial, Sookhak Lari, Kaveh, Khavasi, Ehsan and Abolfathi, Soroush (2020) Large eddy simulation of turbidity currents in a narrow channel with different obstacle configurations. Scientific Reports, 10 . 12814 . doi:10.1038/s41598-020-68830-5 ISSN 2045-2322.

Borzooei, Sina, Amerlinck, Youri, Panepinto, Deborah, Abolfathi, Soroush, Nopens, Ingmar, Scibilia, Gerardo, Meucci, Lorenza and Chiara Zanetti, Maria (2020) Energy optimization of a wastewater treatment plant based on energy audit data : small investment with high return. Environmental Science and Pollution Research, 27 . pp. 17972-17985. doi:10.1007/s11356-020-08277-3 ISSN 0944-1344.

Yeganeh-Bakhtiary, Abbas, Houshangi, Hamid and Abolfathi, Soroush (2020) Lagrangian two-phase flow modeling of scour in front of vertical breakwater. Coastal Engineering Journal, 62 (2). pp. 252-266. doi:10.1080/21664250.2020.1747140 ISSN 0578-5634.

Cook, Sarah, Chan, Hui-Ling, Abolfathi, Soroush, Bending, G. D., Schäfer, Hendrik and Pearson, Jonathan M. (2020) Longitudinal dispersion of microplastics in aquatic flows using fluorometric techniques. Water Research, 170 . 115337. doi:10.1016/j.watres.2019.115337 ISSN 0043-1354.

Sina Borzooei, Sina, Miranda, Gisele H. B., Abolfathi, Soroush, Scibilia, Gerardo, Meucci, Lorenza and Zanetti, Maria Chiara (2020) Application of unsupervised learning and process simulation for energy optimization of a WWTP under various weather conditions. Water Science & Technology . wst2020220. doi:10.2166/wst.2020.220 ISSN 0273-1223.

Fitri, Arniza, Hashim, Roslan, Abolfathi, Soroush and Nizam Abdul Maulud, Khairul (2019) Dynamics of sediment transport and erosion-deposition patterns in the locality of a detached low-crested breakwater on a cohesive coast. Water, 11 (8). 1721. doi:10.3390/w11081721 ISSN 2073-4441.

Borzooei, Sina, Amerlinck, Youri, Abolfathi, Soroush, Panepinto, Deborah, Nopens, Ingmar, Lorenzi, Eugenio, Meucci, Lorenza and Zanetti, Maria Chiara (2019) Data scarcity in modelling and simulation of a large-scale WWTP : stop sign or a challenge. Journal of Water Process Engineering, 28 . pp. 10-20. doi:10.1016/j.jwpe.2018.12.010 ISSN 2214-7144.

Lashford, Craig, Rubinato, Matteo, Cai, Yanpeng, Hou, Jingmong, Abolfathi, Soroush, Coupe, Stephen, Charlesworth, Susan and Tait, Simon (2019) SuDS & sponge cities : a comparative analysis of the implementation of pluvial flood management in the UK and China. Sustainability, 11 (1). 213. doi:10.3390/su11010213 ISSN 2071-1050.

Borzooei, Sina, Amerlinck, Youri, Abolfathi, Soroush, Panepinto, Deborah, Nopens, Ingmar, Lorenzi, Eugenio, Meucci, Lorenza and Zanetti, Maria Chiara (2019) Data scarcity in modelling and simulation of a large-scale WWTP : Stop sign or a challenge. Journal of Water Process Engineering, 28 . pp. 10-20. doi:10.1016/j.jwpe.2018.12.010 ISSN 2214-7144.

Borzooei, Sina, Teegavarapu, Ramesh, Abolfathi, Soroush, Amerlinck, Youri, Nopens, Ingmar and Zanetti, Maria Chiara (2019) Data mining application in assessment of weather-based influent scenarios for a WWTP : getting the most out of plant historical data. Water, Air, & Soil Pollution, 230 . 5. doi:10.1007/s11270-018-4053-1 ISSN 0049-6979.

Yeganeh-Bakhtiary, Abbas, Houshangi, Hamid, Hajivalie, Fatemeh and Abolfathi, Soroush (2018) A numerical study on hydrodynamics of standing waves in front of caiss on breakwaters with WCSPH model. Coastal Engineering Journal, 59 (1). 1750005-1-1750005-31. doi:10.1142/S057856341750005X ISSN 0578-5634.

Abolfathi, Soroush (2016) Wave runup prediction using M5′ model tree algorithm. Ocean Engineering , 112 . pp. 76-81. doi:10.1016/j.oceaneng.2015.12.016

Book Item

Abimbola Okoya, Silifat, Oyinlola, Muyiwa, Schröder, Patrick, Kolade, Oluwaseun and Abolfathi, Soroush (2023) Enhancing decentralised recycling solutions with digital technologies. In: Oyinlola, Muyiwa Adeyinka and Kolade, Oluwaseun, (eds.) Digital Innovations for a Circular Plastic Economy in Africa. Abingdon, Oxon: Routledge. ISBN 9781003278443

Conference Item

Saeibehrouzi, Ali, Denissenko, Petr, Abolfathi, Soroush and Holtzman, Ran (2023) Effect of spatially correlated disorder on solute dispersion and mixing in partially saturated porous media. In: EGU General Assembly 2023, Vienna, Austria , 23–28 Apr 2023 doi:10.5194/egusphere-egu23-16609

Donnelly, James, Daneshkhah, Alireza and Abolfathi, Soroush (2023) Physics-informed neural networks for statistical emulation of hydrodynamical numerical models. In: EGU General Assembly 2023, Vienna, Austria, 23–28 Apr 2023 doi:10.5194/egusphere-egu23-5445

Salauddin, Md, O'Sullivan, John, Abolfathi, Soroush and Pearson, Jonathan M. (2020) Extreme wave overtopping at ecologically modified sea defences. In: EGU General Assembly 2020, 4–8 May 2020 doi:10.5194/egusphere-egu2020-6162

Borzooei, Sina, Teegavarapu, Ramesh, Abolfathi, Soroush, Amerlinck, Youri, Nopens, Ingmar and Zanetti, Maria China (2018) Impact evaluation of wet-weather events on influent flow and loadings of a water resource recovery facility. In: 11th International Conference on Urban Drainage Modelling, Palermo, Italy, 23-26 Sep 2018. Published in: New Trends in Urban Drainage Modelling. UDM 2018. Green Energy and Technology pp. 706-711. ISBN 9783319998664. doi:10.1007/978-3-319-99867-1_122 ISSN 1865-3529.

Dong, Shudi, Salauddin, Md , Abolfathi, Soroush, Tan, Z. H. and Pearson, Jonathan M. (2018) The influence of geometrical shape changes on wave overtopping : a laboratory and SPH numerical study. In: Realising the Potential, Liverpool, UK, 5-7 Sep 2017. Published in: Coasts, Marine Structures and Breakwaters 2017: Realising the Potential pp. 1217-1226. ISBN 9780727763174. doi:10.1680/cmsb.63174.1217

Abolfathi, Soroush , Shudi, Dong, Borzooei, Sina, Yeganeh-Bakhtiari, Abbas and Pearson, Jonathan M. (2018) Application of smoothed particle hydrodynamics in evaluating the performance of coastal retrofit structures. In: 36th Conference on Coastal Engineering, Baltimore, USA, 2018. Published in: Coastal Engineering Proceedings (36). ISBN 780989661140. doi:10.9753/icce.v36.papers.109 ISSN 2156-1028.

Boorzooei, Sina, Teegavarapu, Ramesh, Abolfathi, Soroush, Lorenzi, Eugenio, Amerlinck, Youri, Nopens, Ingmar and Zanetti, Maria China (2017) Evaluation of the impact of wet-weather events on influent flow and loading of water resource recovery facility. In: IWA 5th BeNeLux Regional Young Water Professionals Conference, Ghent, Belgium, 5-7 Jul 2017. Published in: IWA BeNeLux Regional Young Water Professionals Conference, 5th, Abstracts

Abolfathi, Soroush and Pearson, Jonathan M. (2017) Application of smoothed particle hydrodynamics (SPH) in nearshore mixing : a comparison to laboratory data. In: 35th Conference on Coastal Engineering, Antalya, Turkey, 2016. Published in: Coastal Engineering Proceedings (35). ISBN 9780989661133. doi:10.9753/icce.v35.currents.16 ISSN 2156-1028.

Abolfathi, Soroush and Pearson, Jonathan M. (2014) Solute dispersion in the nearshore due to oblique waves. In: 34th Conference on Coastal Engineering, Seoul, Korea, 2014. Published in: Coastal Engineering Proceedings (34). ISBN 9780989661126. doi:10.9753/icce.v34.waves.49 ISSN 2156-1028.

Submitted Journal Article

Stride, Ben, Abolfathi, Soroush , Odara, N. O. M., Bending, Gary D. and Pearson, Jonathan M. (2023) Modelling microplastic and solute transport in vegetated flows. Water Resources Research . (Submitted)

Thesis

Abolfathi, Soroush (2016) Nearshore mixing due to the effects of waves and currents. PhD thesis, University of Warwick.

Dataset

Stride, Ben, Dykes, Charlotte, Abolfathi, Soroush, Jimoh, Modupe, Bending, Gary D. and Pearson, Jonathan M. (2023) Datasets to support: 'Microplastic transport dynamics in surcharging and overflowing manholes'. [Dataset] (In Press)

Cook, Sarah, Chan, Hui-Ling, Abolfathi, Soroush, Bending, G. D., Schäfer, Hendrik and Pearson, Jonathan M. (2020) Data for Longitudinal dispersion of microplastics in aquatic flows using fluorometric techniques. [Dataset]