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Ján Drgoňa

 johns hopkins university

20H-index
113Paper Count
2.3KCitation Count
Published Papers 15
Publication Date
Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control
err2026-05-20
err0
PREAI
errJán Boldocký; Cary Faulkner; Elad Michael; Martin Gulan; Aaron Tuor; Ján Drgoňa
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Physics-informed machine learning for building performance simulation-A review of a nascent field
err2025-05-14
err0
errOAAI
errZixin Jiang; Xuezheng Wang; Han Li; Tianzhen Hong; Fengqi You; Ján Drgoňa; Draguna Vrabie; Bing Dong
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Physics-constrained graph modeling for building thermal dynamics
err2024-05-01
err1
errOAAI
errYang, Ziyao; Gaidhane, Amol D.; Drgona, Jan; Chandan, Vikas; Halappanavar, Mahantesh M.; Liu, Frank; Cao, Yu
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Ten questions concerning reinforcement learning for building energy management
err2023-08-01
err38
errOAAI
errNagy, Zoltan; Henze, Gregor; Dey, Sourav; Arroyo, Javier; Helsen, Lieve; Zhang, Xiangyu; Chen, Bingqing; Amasyali, Kadir; Kurte, Kuldeep; Zamzam, Ahmed; Zandi, Helia; Drgona, Jan; Quintana, Matias; McCullogh, Steven; Park, June Young; Li, Han; Hong, Tianzhen; Brandi, Silvio; Pinto, Giuseppe; Capozzoli, Alfonso; Vrabie, Draguna; Berges, Mario; Nweye, Kingsley; Marzullo, Thibault; Bernstein, Andrey
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Constructing Neural Network Based Models for Simulating Dynamical Systems
err2023-02-09
err32
errOAAI
errLegaard, Christian; Schranz, Thomas; Schweiger, Gerald; Drgona, Jan; Falay, Basak; Gomes, Claudio; Iosifidis, Alexandros; Abkar, Mahdi; Larsen, Peter
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A guideline to document occupant behavior models for advanced building controls
err2022-07-01
err27
errOAAI
errDong, Bing; Markovic, Romana; Carlucci, Salvatore; Liu, Yapan; Wagner, Andreas; Liguori, Antonio; van Treeck, Christoph; Oleynikov, Dmitry; Azar, Elie; Fajilla, Gianmarco; Drgona, Jan; Kim, Joyce; Vellei, Marika; De Simone, Marilena; Shamsaiee, Masood; Bavaresco, Mateus; Favero, Matteo; Kjaergaard, Mikkel; Osman, Mohamed; Frahm, Moritz; Dabirian, Sanam; Yan, Da; Kang, Xuyuan
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Physics-constrained deep learning of multi-zone building thermal dynamics
err2021-07-01
err79
errOAAI
errDrgona, Jan; Tuor, Aaron R.; Chandan, Vikas; Vrabie, Draguna L.
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All you need to know about model predictive control for buildings
err2020-01-01
err469
errOAAI
errDrgona, Jan; Arroyo, Javier; Cupeiro Figueroa, Iago; Blum, David; Arendt, Krzysztof; Kim, Donghun; Olle, Enric Perarnau; Oravec, Juraj; Wetter, Michael; Vrabie, Draguna L.; Helsen, Lieve
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Approximate model predictive building control via machine learning
err2018-05-01
err182
errOAAI
errDrgona, Jan; Picard, Damien; Kvasnica, Michal; Helsen, Lieve
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MPC-based reference governor control of a continuous stirred-tank reactor
err2018-01-01
err20
PREAI
errHolaza, Juraj; Klauco, Martin; Drgona, Jan; Oravec, Juraj; Kvasnica, Michal; Fikar, Miroslav
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Impact of the controller model complexity on model predictive control performance for buildings
err2017-10-01
err76
errOAAI
errPicard, Damien; Drgona, Jan; Kvasnica, Michal; Helsen, Lieve
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Optimal control of a laboratory binary distillation column via regionless explicit MPC
err2017-01-01
err20
PREAI
errDrgona, Jan; Klauco, Martin; Janecek, Filip; Kvasnica, Michal
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