Dimitris C. Psichogios

A hybrid neural network‐first principles approach to process modeling

Dimitris C. Psichogios, Lyle Ungar · AIChE Journal · 1992 · 923 citations

Engineering, Machine Learning, Hybrid Model +16

Direct and indirect model based control using artificial neural networks

Dimitris C. Psichogios, Lyle Ungar · Industrial & Engineering Chemistry Research · 1991 · 223 citations

Engineering, Media Standards, Altmetric Attention Score +22

A comparison of two nonparametric estimation schemes: MARS and neural networks

Richard D. De Veaux, Dimitris C. Psichogios, Lyle Ungar · Computers & Chemical Engineering · 1993 · 138 citations

Parameter Estimation, Engineering, Machine Learning +8

SVD-NET: an algorithm that automatically selects network structure

Dimitris C. Psichogios, Lyle Ungar · IEEE Transactions on Neural Networks · 1994 · 45 citations

Artificial Intelligence, Engineering, Machine Learning +21

Nonlinear internal model control and model predictive control using neural networks

Dimitris C. Psichogios, Lyle Ungar · 2002 · 17 citations

Real-time Control, Engineering, Neural Networks (Machine Learning) +19