Amin Paykani - Publications, H-index & Citations

Amin Paykani

queen mary university of london

23H指数

62论文数

2.0K被引数

收录论文 27

发表时间

Reinforcement Learning for Torque Vectoring in Electric Vehicles: A Review of Stability and Energy Optimization Methods 电动汽车力矩矢量控制中的强化学习方法：稳定性和能量优化方法的综述

IEEE Open Journal of Vehicular Technology

IF4.8

2026-01-01

OAAI

Reza Jafari; Shady S. Refaat; Amin Paykani; Pedram Asef; Pouria Sarhadi

Machine learning-enabled uncertainty quantification for thermo-catalytic reactors: A study on fugitive methane oxidation in monolith reactors 基于机器学习的热催化反应器不确定性量化：对单体反应器中逸散甲烷氧化的研究

Fuel

IF7.5

2025-11-19

OAAI

Israfil Soyler; Cihat Emre Üstün; Amin Paykani; Xi Jiang; Nader Karimi

On-the-fly uncertainty-aware deep ensembles for stiff chemical kinetics 实时不确定性感知的刚性化学反应动力学深度集成方法

Proceedings of the Combustion Institute

IF5.2

2025-10-09

OAAI

Cihat Emre Üstün; Amin Paykani

Machine Learning Applications for Predicting Fuel Ignition and Flame Properties: Current Status and Future Perspectives 机器学习在预测燃料着火和火焰特性中的应用：现状与未来展望

Energy & Fuels

IF5.3

2025-07-07

OAAI

Cihat Emre Üstün; Rodolfo Da Silva Machado De Freitas; Ekenechukwu Chijioke Okafor; Mahdi Shahbakhti; Xi Jiang; Amin Paykani

An ensemble learning algorithm for optimization of spark ignition engine performance fuelled with methane/hydrogen blends

APPLIED SOFT COMPUTING

IF6.6

2025-01-01

OAAI

Tayarani-N, Mohammad-H.; Paykani, Amin

Integrated Energy Optimization and Stability Control Using Deep Reinforcement Learning for an All-Wheel-Drive Electric Vehicle 基于深度强化学习的全轮驱动电动汽车综合能源优化与稳定性控制

IEEE Open Journal of Vehicular Technology

IF4.8

2025-01-01

OAAI

Reza Jafari; Pouria Sarhadi; Amin Paykani; Shady S. Refaat; Pedram Asef

Probabilistic machine learning framework for chemical source term integration with Gaussian Processes: H2/air auto-ignition case

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-09-01

OAAI

Ustun, Cihat Emre; Paykani, Amin

Data-driven prediction of laminar burning velocity for ternary ammonia/hydrogen/methane/air premixed flames 氨/氢/甲烷/空气三元预混火焰层流燃烧速度的数据驱动预测

FUEL

IF7.5

2024-07-01

OAAI

Ustun, Cihat Emre; Eckart, Sven; Valera-Medina, Agustin; Paykani, Amin

Effect of radiation on laminar flame speed determination in spherically propagating NH3 -air, NH 3/CH4 -air and NH3/H2 -air flames at normal temperature and pressure 辐射对在常温常压下球形传播的NH3-空气，NH 3/CH4-空气和NH3/H2-空气火焰中层流火焰速度测定的影响

COMBUSTION AND FLAME

IF6.2

2023-11-01

OAAI

Faghih, Mahdi; Valera-Medina, Agustin; Chen, Zheng; Paykani, Amin

Applying machine learning techniques to predict laminar burning velocity for ammonia/hydrogen/air mixtures

ENERGY AND AI

IF9.6

2023-07-01

OAAI

Ustun, Cihat Emre; Herfatmanesh, Mohammad Reza; Valera-Medina, Agustin; Paykani, Amin

Hybridizing solid oxide fuel cells with internal combustion engines for power and propulsion systems: A review 将固体氧化物燃料电池与内燃机混合用于动力和推进系统: 综述

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2023-01-01

PREAI

Chehrmonavari, Hamed; Kakaee, Amirhasan; Hosseini, Seyed Ehsan; Desideri, Umberto; Tsatsaronis, George; Floerchinger, Gus; Braun, Robert; Paykani, Amin

Synthesis gas as a fuel for internal combustion engines in transportation

PROGRESS IN ENERGY AND COMBUSTION SCIENCE

IF37

2022-05-01

OAAI

Paykani, Amin; Chehrmonavari, Hamed; Tsolakis, Athanasios; Alger, Terry; Northrop, William F.; Reitz, Rolf D.

Computational optimization of CH4/H2/CO blends in a spark-ignition engine using quasi-dimensional combustion model

FUEL

IF7.5

2021-11-01

PREAI

Paykani, Amin; Frouzakis, Christos E.; Schurch, Christian; Perini, Federico; Boulouchos, Konstantinos

Reactivity controlled compression ignition engine: Pathways towards commercial viability

APPLIED ENERGY

IF11

2021-01-01

OAAI

Paykani, Amin; Garcia, Antonio; Shahbakhti, Mahdi; Rahnama, Pourya; Reitz, Rolf D.

Effect of injection strategies on a single-fuel RCCI combustion fueled with isobutanol/isobutanol plus DTBP blends

FUEL

IF7.5

2020-10-01

OAAI

Mohammadian, Amir; Chehrmonavari, Hamed; Kakaee, Amirhasan; Paykani, Amin

Numerical optimization of methane-based fuel blends under engine-relevant conditions using a multi-objective genetic algorithm 使用多目标遗传算法在发动机相关条件下对甲烷基燃料混合物进行数值优化

APPLIED ENERGY

IF11

2019-05-01

PREAI

Paykani, Amin; Frouzakis, Christos E.; Boulouchos, Konstantinos

A numerical study of the effects of reformer gas composition on the combustion and emission characteristics of a natural gas/diesel RCCI engine enriched with reformer gas

FUEL

IF7.5

2017-12-01

PREAI

Rahnama, Pourya; Paykani, Amin; Bordbar, Vahid; Reitz, Rolf D.

A numerical study of the effects of using hydrogen, reformer gas and nitrogen on combustion, emissions and load limits of a heavy duty natural gas/diesel RCCI engine

APPLIED ENERGY

IF11

2017-05-01

PREAI

Rahnama, Pourya; Paykani, Amin; Reitz, Rolf D.

Effects of piston bowl geometry on combustion and emissions characteristics of a natural gas/diesel RCCI engine

APPLIED THERMAL ENGINEERING

IF6.9

2016-06-01

PREAI

Kakaee, Amir-Hasan; Nasiri-Toosi, Ali; Partovi, Babak; Paykani, Amin

Combining artificial neural network and multi-objective optimization to reduce a heavy-duty diesel engine emissions and fuel consumption

JOURNAL OF CENTRAL SOUTH UNIVERSITY

IF4.4

2015-11-08

PREAI

Kakaee, Amir-Hasan; Rahnama, Pourya; Paykani, Amin; Mashadi, Behrooz

研究方向