Lakshman Mahto PhD
Date of Joining:
13th December, 2024
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R.N.: 241/09, Quantitative Economics and Data Science, Birla Institute of Technology Mesra, Ranchi Ranchi-835215, Jharkhand, India
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6200824744|6200824744
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lakshman@bitmesra.ac.in
Research Areas
- My research lies at the intersection of dynamical systems, statistical learning, stochastic optimization, generative modelling, and control theory, with a broad focus on learning-driven autonomy. I develop mathematical and computational frameworks for systems that can learn from heterogeneous and multimodal data, model nonlinear dynamics, forecast multiple plausible futures, and support safe decision-making under uncertainty. My work spans autonomous mobility, CVAE-based trajectory forecasting, traffic-flow modelling, nonlinear dynamical systems, irrigation-aware control, unmanned aerial systems, and socioeconomic decision systems. A central goal of my research is to build intelligent and adaptive systems that integrate perception, prediction, planning, and control while respecting physical, operational, and social constraints.
Work Experience
- Teaching: 9 Years
- Research: 2 Years
- Industry: 11 Years
Lakshman
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Academic Profile
Award and Honours
Project
Leadership & Institutional Service
Teaching & Mentorship
Award and Honours
IMSc Institute Postdoctoral Fellowship in Mathematics, The Institute of Mathematical Sciences, Chennai, 2015–2017
Qualified CSIR-NET, 2012.
Qualified GATE, 2010.
Current Sponsored Projects
- Funded Research Project:
- Role: Co-Principal Investigator
- Status: Ongoing
- Deep Learning Model for Autonomous Navigation on Indian Roads