Palaniappan Ramu

About Palaniappan Ramu

Palaniappan Ramu, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of Optimization, Uncertainty Quantification, Engineering Analytics, Data Visualization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive sampling based estimation of small probability of failure using interpretable Self-Organising Map

A survey on design optimization of battery electric vehicle components, systems, and management

Food system resilience: Unraveling power relations and the Matthew effect in farmers networks

Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race

Transfer learning in optimization: Interpretable self-organizing maps driven similarity indices to identify candidate source functions

SBFEM and Bayesian inference for efficient multiple flaw detection in structures

Visualization-aided multi-criteria decision-making using interpretable self-organizing maps

Efficient Robust Design Space Visualization and Exploration for Many-Objective Problems–A Vehicular Crashworthiness Example

Palaniappan Ramu Information

University

Position

Associate Professor Dept. Engineering Design

Citations(all)

1601

Citations(since 2020)

1064

Cited By

937

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

25

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Palaniappan Ramu Skills & Research Interests

Optimization

Uncertainty Quantification

Engineering Analytics

Data Visualization

Top articles of Palaniappan Ramu

Adaptive sampling based estimation of small probability of failure using interpretable Self-Organising Map

Structural Safety

2024/4/3

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

A survey on design optimization of battery electric vehicle components, systems, and management

2024/3

Food system resilience: Unraveling power relations and the Matthew effect in farmers networks

Technological Forecasting and Social Change

2024/3/1

Sudhir Chella Rajan
Sudhir Chella Rajan

H-Index: 14

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race

Applied Soft Computing

2023/12/1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Transfer learning in optimization: Interpretable self-organizing maps driven similarity indices to identify candidate source functions

Expert Systems with Applications

2023/11/1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

SBFEM and Bayesian inference for efficient multiple flaw detection in structures

Engineering Analysis with Boundary Elements

2023

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Sundararajan Natarajan
Sundararajan Natarajan

H-Index: 34

Visualization-aided multi-criteria decision-making using interpretable self-organizing maps

European Journal of Operational Research

2023/9/16

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Efficient Robust Design Space Visualization and Exploration for Many-Objective Problems–A Vehicular Crashworthiness Example

2023/8/20

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Anand Balu Nellippallil
Anand Balu Nellippallil

H-Index: 12

ASSOCIATION OF CHEST RADIOGRAPHIC GEOMETRIC CHANGES IN MEDIASTINUM WITH COVID-19 CONDITIONS

Journal of Mechanics in Medicine and Biology

2023/8/9

Satyavratan Govindarajan
Satyavratan Govindarajan

H-Index: 1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Evaluation of geometric differences between right and left lungs in bacterial pneumonia chest radiographs

Biomedical Signal Processing and Control

2023/8/1

Satyavratan Govindarajan
Satyavratan Govindarajan

H-Index: 1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Multi-objective robust optimization and decision-making using evolutionary algorithms

2023/7/15

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Finding robust solutions for many-objective optimization using NSGA-III

2023/7/1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Data driven analysis of social capital in Farmer Producer Companies

Heliyon

2023/7/1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Sudhir Chella Rajan
Sudhir Chella Rajan

H-Index: 14

L-moments and Bayesian inference for probabilistic risk assessment with scarce samples that include extremes

Reliability Engineering & System Safety

2023/7/1

Deepan Jayaraman
Deepan Jayaraman

H-Index: 0

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Product as a service (PaaS) for traditional product companies: an automotive lease practice evaluation

Journal of Indian Business Research

2023/3/3

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM)

Swarm and Evolutionary Computation

2023/2/1

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Robust, Co-design Exploration of Multilevel Product, Material, and Manufacturing Process Systems

Integrating Materials and Manufacturing Innovation

2023/12/29

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Anand Balu Nellippallil
Anand Balu Nellippallil

H-Index: 12

Visualization-aided multi-criterion decision-making using reference direction based Pareto race

2022/12/4

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

Kalyanmoy Deb
Kalyanmoy Deb

H-Index: 79

Evaluation of diagnostic value of mediastinum for differentiation of drug sensitive, multi and extensively drug resistant tuberculosis using chest X-Rays

IRBM

2022/12/1

Scarce Sample-Based Reliability Estimation and Optimization Using Importance Sampling

Mathematical and Computational Applications

2022/11/22

Palaniappan Ramu
Palaniappan Ramu

H-Index: 11

See List of Professors in Palaniappan Ramu University(Indian Institute of Technology Madras)

Co-Authors

academic-engine