Research in ADOPT revolves primarily around AI, Optimisation, Statistics and Design. We develop data driven approaches towards actionable insights in different applications. The team investigates problems of varied interests in different areas ranging from Uncertainty treatment, optimal designs of computer models built in FEM, decision support systems in aerospace, digital twins, design space exploration, AI driven knowledge mangement and computer vision based quality inspection, among others
AI in Engineering Design (computer vision for inspection, data --> knowledge management, CAD+Simulation x LLM)
Applied Data Science & Visual Analytics (iSOM, surrogates)
Uncertainty Quantification (treating uncertainties, MDO, reliability)
ML driven Accelerated Analytics (Advanced ML algorithms)
Design Optimisation (Shape, size and topology)
Members who work/worked with me are listed in this page with details of their work. Clicking on their picture is likely to take your to their more detailed professional profile such as their webpage or LinkedIn profile. If you are interested to know more about the work of the current members, you can write to them directly.
DD- Dual Degree. BTech- Engineering Design & MTech - Automotive or Biomedical specialization
Professor
Dept. Engineering Design
Palaniappan Ramu
Ph.D. (Jan 2025- current)
Multidisciplinary optimisation, AI and visualisation
Chamakura Sai Kumar
Project Associate(2025-current)
AI, ML, CAD
Anush Bharathi
Project Associate(2026- current)
AI for ED, Small Language models
Lokesh Dandumahanti
PAIR project intern(Jan 2026 - current)
ML, Image processing
Susmitha Muthyala
"It is the long history of humankind that those who learned to collaborate and improvise most effectively have prevailed." - Charles Darwin
Prof. Kalyanmoy Deb,
Michigan State University
Prof. Kalyanmoy Deb
Prof. Erdem Acar,
TOBB University of Economics and Technology
Prof. Erdem Acar
Prof. Ikjin Lee,
Korea Advanced Institute of Science and Technology
Prof. Ikjin Lee
Prof. Anand Balu Nellippallil,
Florida Institute of Technology
Prof. Anand Balu Nellippallil
The DTW algorithm which is used to measure he between two time series.
Pugazhenthi T (PhD Scholar) presented a topic on the Metropolis-Hastings algorithm
Deepanshu (PhD Scholar) presented the basics of the Monte Carlo simulation and MCMC
