Ruchi Choudhary

13 papers Misc 1Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adapting to Change: A Comparison of Continual and Transfer Learning for Modeling Building Thermal Dynamics under Concept Drifts.
CoRR
Fabian Raisch, Max Langtry, Felix Koch, Ruchi Choudhary, Christoph Goebel, Benjamin Tischler
2025 J jnl
Annotation-Free One-Shot Imitation Learning for Multi-Step Manipulation Tasks.
CoRR
Vijja Wichitwechkarn, Emlyn Williams, Charles Fox, Ruchi Choudhary
2025 J jnl
Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models.
CoRR
Vijja Wichitwechkarn, Charles Fox, Ruchi Choudhary
2025 J jnl
The value of hedging against energy storage uncertainties when designing energy parks.
CoRR
Max Langtry, Ruchi Choudhary
2024 J jnl
Impact of data usage for forecasting on performance of model predictive control in buildings with smart energy storage.
CoRR
Max Langtry, Vijja Wichitwechkarn, Rebecca Ward, Chaoqun Zhuang, Monika J. Kreitmair, Nikolas Makasis, Zack Xuereb Conti, Ruchi Choudhary
2024 J jnl
Quantifying the benefit of load uncertainty reduction for the design of district energy systems under grid constraints using the Value of Information.
CoRR
Max Langtry, Ruchi Choudhary
2024 J jnl
Rationalising data collection for building energy systems using Value of Information Analysis.
CoRR
Max Langtry, Chaoqun Zhuang, Rebecca Ward, Nikolas Makasis, Monika J. Kreitmair, Zack Xuereb Conti, Domenic Di Francesco, Ruchi Choudhary
2023 J jnl
Energy Modelling and Forecasting for an Underground Agricultural Farm using a Higher Order Dynamic Mode Decomposition Approach.
CoRR
Zack Xuereb Conti, Rebecca Ward, Ruchi Choudhary
2023 J jnl
Value of Information Analysis for rationalising information gathering in building energy analysis.
CoRR
Max Langtry, Chaoqun Zhuang, Rebecca Ward, Nikolas Makasis, Monika J. Kreitmair, Zack Xuereb Conti, Domenic Di Francesco, Ruchi Choudhary
2022 J jnl
A Physics-based Domain Adaptation framework for modelling and forecasting building energy systems.
CoRR
Zack Xuereb Conti, Ruchi Choudhary, Luca Magri
2020 J jnl
Continuous calibration of a digital twin: comparison of particle filter and Bayesian calibration approaches.
CoRR
Rebecca Ward, Ruchi Choudhary, Alastair Gregory, Mark Girolami
2020 J jnl
Slipping through the net: can data science approaches help target clean cooking policy interventions?
CoRR
André Paul Neto-Bradley, Ruchi Choudhary, Amir Bazaz
2015 Misc conf
Economic, Climate Change, and Air Quality Analysis of Distributed Energy Resource Systems.
ICCS
Akomeno Omu, Adam Rysanek, Marc Stettler, Ruchi Choudhary