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Zoltan Nagy

University of Texas at Austin

SCHOLARLY PAPERS

8

DOWNLOADS

789

TOTAL CITATIONS

2

Scholarly Papers (8)

1.

From Comfort to Survival: Indoor Heat Vulnerability During Extreme Events

Number of pages: 26 Posted: 12 Jun 2025
University of Texas at Austin, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Texas at Austin and University of Texas at Austin
Downloads 279 (272,209)

Abstract:

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Indoor heat vulnerability, Monte Carlo uncertainty analysis, Physiological heat stress metrics, Climate resilience planning

2.

Activity Hours: Assessing Liveability During Heatwaves

Number of pages: 23 Posted: 22 May 2024
Livia Capol, Srinivasan Keshav and Zoltan Nagy
affiliation not provided to SSRN, University of Cambridge and University of Texas at Austin
Downloads 105 (664,543)

Abstract:

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Thermal comfort, Liveability, Survivability, Heatwaves, climate change, Building simulations

3.

Enhancing Self-Consumption Ratio in a Smart Microgrid by Applying a Reinforcement Learning-Based Energy Management System

Number of pages: 19 Posted: 03 Jun 2024
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, Norwegian University of Science and Technology (NTNU), Department of Energy, Politecnico di Milano, Norwegian University of Science and Technology (NTNU) and University of Texas at Austin
Downloads 98 (699,467)

Abstract:

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Reinforcement Learning (RL), Soft Actor-Critic (SAC), Energy Management System (EMS), Smart Microgrid (SMG), Distributed Energy Resources (DER), Electric Vehicle (EV).

4.

Human-Centric Buildings for a Changing Climate. Introducing a New International Energy Agency Research Network

Number of pages: 31 Posted: 07 Aug 2025
Washington State University, University of Texas at Austin, Carleton University, University of Toronto, Virginia Tech, University at Buffalo, Northwestern University, Carleton University, TNO Netherlands Organisation for Applied Scientific Research, École Polytechnique Fédérale de Lausanne (EPFL), Toronto Metropolitan University, University College London, University College London, The University of Sydney, Maastricht University, University of Texas at Austin, University of Perugia - Department of Engineering, Concordia University and Carleton University
Downloads 94 (720,278)

Abstract:

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human-centric, Energy Use, buildings, Climate Change, health, Behavior

5.

Reinforcement Learning-Based Energy Management System for Optimal Distributed Energy Resources Control Policies in Smart Microgrids

Number of pages: 9 Posted: 07 Dec 2023
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, Norwegian University of Science and Technology (NTNU), SINTEF Community, Department of Energy, Politecnico di Milano and University of Texas at Austin
Downloads 77 (823,616)
Citation 2

Abstract:

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Reinforcement Learning, Soft Actor Critic, Energy Management System, Smart Microgrid, Distributed Energy Resources, Electric Vehicles

6.

A Data Fusion Approach to Generate High-Resolution Pm2.5 with Low-Cost Sensors and Satellite Observations

Number of pages: 28 Posted: 16 Dec 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Texas at Austin, University of Texas at Austin - School of Architecture and University of Texas at Austin
Downloads 53 (1,031,043)

Abstract:

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Air quality, Data fusion, Low-cost sensors, Machine learning

7.

Personal Comfort Centered Control with Random Forests and Deep Reinforcement Learning

Number of pages: 22 Posted: 06 Sep 2025
University of Belgrade, affiliation not provided to SSRN, University of Texas at Austin, University of Belgrade and Swiss Federal Laboratories for Material Science and Technology (EMPA)
Downloads 47 (1,097,529)

Abstract:

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Occupant centered control, Random Forest, Neural Networks, Energy efficiency, Deep Reinforcement Learning

8.

Citytft: Temporal Fusion Transformer for Urban Building Energy Modeling

Number of pages: 10 Posted: 28 Sep 2024
Ting-Yu Dai, Dev Niyogi and Zoltan Nagy
affiliation not provided to SSRN, University of Texas at Austin and University of Texas at Austin
Downloads 36 (1,249,711)

Abstract:

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Urban Building Energy Modeling, machine learning, Temporal Fusion Transformer