Research Output

Publications, intellectual property, and presentations.

Selected research outputs across patents, journal articles, conference proceedings, and invited presentations.

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Patents

Issued and pending intellectual property.

Device and method for multi-user eye-tracking

R. Srinivasan, B. Srinivasan, R. Madbhavi, S. Sriram, and V. S. Thasnimol

U.S. Patent Application 18/840,083, June 12, 2025.

Device and method for multi-user eye-tracking

R. Srinivasan, B. Srinivasan, R. Madbhavi, S. Sriram, and V. S. Thasnimol

Indian Patent 421055, Mar. 4, 2022.

Journal Articles

Peer-reviewed journal articles, manuscripts under review, and manuscripts in preparation.

CISCS: An Open-Source Critical Interdependent Infrastructure Systems Co-Simulator

R. Madbhavi et al.

IEEE Transactions on Systems, Man, and Cybernetics: Systems, under review.

HFG-TK: An Automated Toolkit for Heterofunctional Graph Generation and Disaster Impact Analysis of Interdependent Critical Infrastructures

R. Madbhavi and B. Natarajan

International Journal of Disaster Risk Reduction, under review.

HABiT: A Hetero-functional Agent-Based Infrastructure Toolkit for Modeling Community Resilience

A. O. Ogbonnaya, N. Unnithan, G. Amariucai, B. Natarajan, P. Dhanapala, A. Sreejith, R. Madbhavi, A. Enderami, E. Sutley, E. Russin, J. Hutchison, E. Peltier, and H. Aziz

Reliability Engineering & System Safety, under review.

Scalable Criticality Analysis in Interdependent Infrastructure Systems using Functionality Graphs

P. Gautam, R. Madbhavi, and B. Natarajan

International Journal of Disaster Risk Reduction, under review.

Socioeconomic Vulnerability based Resilience Analysis Metric for Power Systems

A. Sreejith, R. Madbhavi, P. Dhanapala, B. Natarajan, and A. Pahwa

IEEE Access.

Graph Neural Network-Based Distribution System State Estimators

R. Madbhavi, B. Natarajan, and B. Srinivasan

IEEE Transactions on Industrial Informatics.

Meter placement approaches for matrix completion-based distribution system state estimator

R. Madbhavi, B. Natarajan, and B. Srinivasan

Electric Power Systems Research.

Data-driven dictionaries to enhance the performance of compressive sensing-based state estimators

R. Madbhavi and B. Srinivasan

International Journal of Advances in Engineering Sciences and Applied Mathematics.

Enhanced Tensor Completion Based Approaches for State Estimation in Distribution Systems

R. Madbhavi, B. Natarajan, and B. Srinivasan

IEEE Transactions on Industrial Informatics.

PRIORS: Pre-disaster Risk-Informed Optimal Restoration Crew Staging Framework

R. Madbhavi et al.

Reliability Engineering & System Safety, manuscript in preparation.

SHARE: Socially Weighted Holistic Assessment of Resilience in Engineering

R. Madbhavi et al.

IEEE Access, manuscript in preparation.

SWMM-TK: An Open-Source Toolkit for Automatically Generating Stormwater Management Models

A. Monavarian and R. Madbhavi et al.

Environmental Modelling & Software, manuscript in preparation.

ECLARC: Enhanced Multi-Infrastructure and Community Model for the CLARC Dataset

R. Madbhavi et al.

Frontiers: Urban Resilience under Tropical Storm Impact, manuscript in preparation.

Conference Proceedings

Peer-reviewed and selected conference publications.

Disruption Propagation in Interdependent Infrastructures: A Heterofunctional Graph Theoretic Approach

R. Madbhavi and B. Natarajan

2025 NHERI Computational Symposium, Berkeley, California, USA.

SWMM-TK: an open-source toolkit for automatically generating stormwater management models

A. Monavarian, R. Madbhavi, V. Sharda, and B. Natarajan

2025 NHERI Computational Symposium, Berkeley, California, USA.

Field Measurements Estimation in Sparsely-Observed Agricultural Fields

R. Madbhavi and B. Natarajan

2023 Digital Agriculture and Advanced Analytics Symposium, Manhattan.

Dhrushti-AI: A multi-screen multi-user eye-tracking system to understand the cognitive behavior of humans in process industries

T. Valuthottiyil Shajahan, R. Madbhavi, M. A. Shahab, B. Srinivasan, and R. Srinivasan

ESCAPE Conference, Athens.

Distribution System Topology Identification using Graph Neural Networks

R. Madbhavi, B. Natarajan, and B. Srinivasan

2023 IEEE PES GT&D Conference and Exposition, Istanbul, Turkey.

Enhancing Performance of Compressive Sensing-based State Estimators using Dictionary Learning

R. Madbhavi and B. Srinivasan

2022 IEEE International Conference on Power Systems Technology (POWERCON).

Tensor Completion based State Estimation in Distribution Systems

R. Madbhavi, H. S. Karimi, B. Natarajan, and B. Srinivasan

2020 IEEE PES ISGT NA.

Sensor Placement for Leak Localization in Water Distribution Networks using Machine Learning

R. Madbhavi, A. Joshi, S. Munikoti, L. Das, P. K. Mohapatra, and B. Srinivasan

2020 IEEE GUCON.

Data Driven Leak Localization in Water Distribution Networks

R. Madbhavi, A. Joshi, S. Munikoti, L. Das, P. K. Mohapatra, and B. Srinivasan

2019 IPSE Conference, Chennai, India.

Invited Talks, Workshops, Sponsor and Select Research Presentations

Selected talks, workshops, sponsor briefings, and research presentations.

Improving CLARA Through Community Feedback for Resilient Infrastructure Decision Support

2026 ARISE Community Reflector Panel, planned for Summer 2026.

Decision-Making for Resilient Communities: A Hands-On CLARA Workshop

2026 ARISE REU Percolator, scheduled for July 2026.

CLARA: County-Level AI for Resilience and Assistance

2026 ARISE Annual Symposium.

Socially Equitable Interdependent Infrastructure for Resilience Analysis

Year 4 NSF Site Visit, ARISE, Award #2148878.

Integrated Adaptive Resilience Analysis Framework

Project Closeout Review, SAFER, DOE Award #DE-EE0010416.

Beyond the Initial Blow: Co-simulation and HFGT for Holistic Disaster Impact Analyses

2025 ARISE Annual Symposium.

Modeling and Simulation of Interdependent Infrastructures: Co-Simulator and HFG

2024 ARISE Fall Science Meeting.