Members


Current: US

Prof. Kalyanmoy Deb

Prof. Kalyanmoy Deb

Koenig Endowed Chair Professor for Electrical and Computer Engineering

Multi-objective optimization, Machine learning, Data analytics and visualization, Customized opimization, Evolutionary Computation

Shihua Huang

Shihua Huang

PhD, Computer Science and Engineering. Co-advised by Dr. Vishnu Boddeti.

Representation learning, evolutionary computation

Santosh Kumar Balija

Santosh Kumar Balija

PhD, Mechanical Engineering

Surrogated-Assisted optimization, Many-Objective Optimization, Engineering Design Optimization

Ritam Guha

Ritam Guha

PhD, Computer Science and Engineering

Deep Learning, Neural Architecture Search, Evolutionary Algorithms

Abhiroop Ghosh

Abhiroop Ghosh

PhD, Electrical and Computer Engineering

Multi-objective optimization, evolutionary algorithms

Anirudh Suresh

Anirudh Suresh

PhD, Mechanical Engineering

Multi-objective Reinforcement Learning, Machine Learning


Current: Abroad

Sukrit Mittal

Sukrit Mittal

PhD Scholar at IIT Roorkee, India

Multi-objective Optimization, Learning-based Optimization, Artificial Intelligence, Innovization.

Dr. Flávio Cruzeiro Martins

Dr. Flávio Cruzeiro Martins

Assistant Professor at CEFET-MG, Brazil

Evolutionary Computation, Multi-objective Optimization, Local Research

Dr. Pablo Valledor Pellicer

Dr. Pablo Valledor Pellicer

R&D Engineer at ArcelorMittal Global R&D Asturias

Industrial applications of EMO, Many-objective optimization, Evolutionary Bi-level approaches

Dr. Dhish Kumar Saxena

Dr. Dhish Kumar Saxena

Associate Professor, Mechanical & Industrial Engineering, Mehta Family School of Data Science & Artificial Intelligence, IIT Roorkee

AI assisted Optimization, Multi- and Many-objective Optimization, Multicriteria Decision Making

Cláudio Lúcio Lopes

Cláudio Lúcio Lopes

A3Data and CEFET-MG

Evolutionary computation, multi and many-objective optimization, machine learning, and artificial intelligence

Dr. Palaniappan Ramu

Dr. Palaniappan Ramu

Associate Professor, Dept. of Engineering Design, IIT Madras, India

Uncertainty quantification, visual engineering analytics and optimization

Deepanshu

Deepanshu

PhD Scholar, Dept. of Engineering, IIT Madras, India

Self Organising Maps, Multi-Criteria, Decision-Making, Tail modeling

S Mahesh

S Mahesh

MS Research scholar, IIT Madras, India

Data visualization, Evolutionary, computation, Multi-objective optimization


Visitors

Shuwei Zhu

Shuwei Zhu

Electrical and Computer Engineering

Evolutionary Multi-objective Optimization, Clustering Algorithms, Machine Learning

Dr. Flávio Cruzeiro Martins

Dr. Flávio Cruzeiro Martins

Visit Duration: Jan, 2020 - Aug, 2021

Evolutionary Computation, Multi-objective Optimization, Local Research

Sukrit Mittal

Sukrit Mittal

Visit Duration: Feb, 2020 - June, 2020

Multi-objective Optimization, Learning-based Optimization, Artificial Intelligence, Innovization.

Dr. Pablo Valledor Pellicer

Dr. Pablo Valledor Pellicer

Visit Duration: Feb, 2020 - March, 2020

Industrial applications of EMO, Many-objective optimization, Evolutionary Bi-level approaches


Past Students

Julian Blank

Julian Blank

PhD, Computer Science and Engineering

Surrogate-Assisted Optimization, Metamodeling, Many-objective Optimization

Jaturong Kongmanee

Jaturong Kongmanee

Computer Science and Engineering

Deep Learning, Evolutionary Multi-Objective Optimization

Dr. Khaled Talukder

Dr. Khaled Talukder

Computer Science and Engineering

Visualization of High-dimensional Pareto fronts, Evolutionary Multi-objective Optimization, Deep Reinforcement Learning, Robotics

Dr. Yashesh Dhebar

Dr. Yashesh Dhebar

Mechanical Engineering

Interpretable Artificial-Intelligence, Knowledge Discovery, Innovization, Machine Learning

Dr. Rayan Hussein

Dr. Rayan Hussein

Electrical and Computer Engineering

Surrogate-assisted Optimization, Telecommunication

Dr. Zhichao Lu

Dr. Zhichao Lu

Electrical and Computer Engineering

Evolutionary Bilevel Optimization, Deep Learning, Evolutionary Multi-objective Optimization

Dr. Proteek Chandan Roy

Dr. Proteek Chandan Roy

Computer Science and Engineering

Surrogate-assisted Optimization, Machine Learning, Agriculture

Dr. Mohamed Abouhawwash

Dr. Mohamed Abouhawwash

Biomedical Engineering, Institute for Quantitative Health Science & Engineering, MSU.

Theoretical optimization, Evolutionary algorithms, Machine learning, Image reconstruction

Dr. Abhinav Gaur

Dr. Abhinav Gaur

Dr. Haitham Seada

Dr. Haitham Seada

Data Scientist, Global Data Insights & Analytics, Ford Motor Company

Vehicle Routing Optimization, Meta-heuristics, Deep Learning

Dr. Ali Ahrari

Dr. Ali Ahrari

Dr. Ling Zhu

Dr. Ling Zhu

Research and Advanced Engineering, Ford Motor Company, Dearborn

Robotic planning (2D and 3D) using real-time optimization, Real-time meta-heuristic optimization, Bayesian Optimization, Dynamic Optimization

Yash Vesikar

Yash Vesikar

Electrical and Computer Engineering

Reference Based Multi-Objective Optimization, Machine Learning