Support Vector Machines for Identification of HCCI Combustion Dynamics. - Vijay Manikandan Janakiraman; Jeff Sterniak; Dennis Assanis (ICINCO (1), 2012)

Lyapunov Method Based Online Identification of Nonlinear Systems Using Extreme Learning Machines - Vijay Manikandan Janakiraman; Dennis Assanis (CoRR, 2012)

Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Dennis Assanis (Appl. Soft Comput., 2013)

Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Jeff Sterniak; Dennis Assanis (CoRR, 2013)

Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Dennis Assanis (CoRR, 2015)

Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Dennis Assanis (CoRR, 2015)

Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Jeff Sterniak; Dennis Assanis (IEEE Trans. Neural Networks Learn. Syst., 2015)

An ELM based predictive control method for HCCI engines. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Dennis Assanis (Eng. Appl. Artif. Intell., 2016)

Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines. - Vijay Manikandan Janakiraman; XuanLong Nguyen; Dennis Assanis (Neurocomputing, 2016)