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Rahul Nellikkath
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 11
Top Topics
Neural Network
Optimal Power Flow
Fuzzy Logic
Multilayer Perceptron
Top Venues
CoRR
SmartGridComm
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Publications
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Petros Ellinas
,
Rahul Nellikkath
,
Ignasi Ventura
,
Jochen Stiasny
,
Spyros Chatzivasileiadis
Correctness Verification of Neural Networks Approximating Differential Equations.
CoRR
(2024)
Rahul Nellikkath
,
Mathieu Tanneau
,
Pascal Van Hentenryck
,
Spyros Chatzivasileiadis
Scalable Exact Verification of Optimization Proxies for Large-Scale Optimal Power Flow.
CoRR
(2024)
Rahul Nellikkath
,
Spyros Chatzivasileiadis
Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees.
CoRR
(2023)
Rahul Nellikkath
,
Andreas Venzke
,
Mohammad Kazem Bakhshizadeh
,
Ilgiz Murzakhanov
,
Spyros Chatzivasileiadis
Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment.
CoRR
(2023)
Jochen Stiasny
,
Samuel Chevalier
,
Rahul Nellikkath
,
Brynjar Sævarsson
,
Spyros Chatzivasileiadis
Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems.
CoRR
(2022)
Robert I. Hamilton
,
Jochen Stiasny
,
Tabia Ahmad
,
Samuel Chevalier
,
Rahul Nellikkath
,
Ilgiz Murzakhanov
,
Spyros Chatzivasileiadis
,
Panagiotis N. Papadopoulos
Interpretable Machine Learning for Power Systems: Establishing Confidence in SHapley Additive exPlanations.
CoRR
(2022)
Rahul Nellikkath
,
Spyros Chatzivasileiadis
Minimizing Worst-Case Violations of Neural Networks.
CoRR
(2022)
Rahul Nellikkath
,
Spyros Chatzivasileiadis
Physics-Informed Neural Networks for Minimising Worst-Case Violations in DC Optimal Power Flow.
SmartGridComm
(2021)
Rahul Nellikkath
,
Spyros Chatzivasileiadis
Physics-Informed Neural Networks for Minimising Worst-Case Violations in DC Optimal Power Flow.
CoRR
(2021)
Eléa Prat
,
Irena Dukovska
,
Rahul Nellikkath
,
Lars Herre
,
Malte Thoma
,
Spyros Chatzivasileiadis
Network-Aware Flexibility Requests for Distribution-Level Flexibility Markets.
CoRR
(2021)
Rahul Nellikkath
,
Spyros Chatzivasileiadis
Physics-Informed Neural Networks for AC Optimal Power Flow.
CoRR
(2021)