RUPESH KUMAR TIPU
KR Mangalam University, BITS, Charotar University of Science and Technology, Rattan Institute of Technology and Management, kjit, Delhi institute of technology management and research
0000-0001-8476-8364
About
I completed my B.Tech in Civil Engineering in 2013 from Maharshi Dayanand University (MDU), followed by an M.Tech in Structural Engineering in 2016 from the same institution. My academic journey culminated in a Ph.D. in Structural Engineering, where I focused on the "Development of ML-based predictive models and computational optimization of concrete properties," a thesis that signifies my commitment to advancing the field of structural engineering through innovative research.
With over four years of dedicated research experience, I have contributed to over 20 research publications, underscoring my active engagement in scholarly pursuits. My research interests are multifaceted, encompassing Concrete Mix Optimization, Multi-objective Optimization, Structural Optimization, Machine Learning, Deep Learning, and Civil Engineering Structural Design. These areas represent the core of my academic and professional focus, reflecting my passion for integrating advanced computational techniques with traditional civil engineering principles.
In addition to my research endeavors, I have amassed approximately ten years of teaching experience, imparting knowledge to B.Tech and M.Tech students in civil engineering programs. This role has not only enabled me to share my expertise with the next generation of engineers but also to refine my own understanding and approach to teaching complex engineering concepts.
Currently, I hold the position of Assistant Professor in the Civil Engineering Department at K.R. Mangalam University, Gurugram, Haryana, India. This role allows me to combine my research interests with my commitment to teaching, contributing to the academic and professional development of my students while also pursuing my own research goals.
Employment
-
KR Mangalam University Assistant Professor2023 - Present
-
BITS Teaching of B. Tech (Civil Engineering) Students2017 - 2019
-
kjit Teaching of B. Tech (Civil Engineering) Students2015 - 2017
-
Keystone group of institution Teaching of B. Tech (Civil Engineering) Students2014 - 2015
-
DITMR Teaching of B. Tech (Civil Engineering) Students2013 - 2014
Education
-
Charotar University of Science and Technology Ph.D2019 - 2024
-
Rattan Institute of Technology and Management M. Tech.2014 - 2016
-
Delhi institute of technology management and research B. Tech.2009 - 2013
-
Delhi institute of technology management and research B. Tech.2009 - 2013
Projects & Funding
Projects & funding information is unavailable.
Publications (32)
- Multi-View Transformers for Structure-Aware HA–NA Drift Risk Scoring and Mutation Hotspot Mapping Save
- GreenMix-pareto: Uncertainty-aware, physics-guided multi-objective optimization of low-carbon concrete mix designs Save
- Edge-Aware Graph Transformer (EdgeGT-Net): A Meta Optimized, Energy Efficient Architecture for Real-Time Multisensor Stress Monitoring in Wearable Electronics Save
- Predictive-uncertainty-aware multiobjective design of reinforced concrete beams using surrogate modeling Save
- A hybrid deep learning and evolutionary framework for energy-aware interior augmentation via photorealistic visual illusions Save
- Sustainability and economic evaluation of recycled aggregate geopolymer concrete using fly ash and slag Save
- Predicting compressive and tensile strength of concrete with different sand types using machine learning Save
- Physics-informed neural networks for predicting sediment transport in pressurized pipe flows Save
- Advancing Water Quality Management: An Integrated Approach Using Ensemble Machine Learning and Real-Time Interactive Visualization Save
- Influence of machine learning approaches for partial replacement of cement content through waste in construction sector Save