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@inproceedings{DBLP:conf/aaai/HoangSGZFVPBL24,
  author       = {Thanh Lam Hoang and
                  Marco Luca Sbodio and
                  Marcos Mart{\'{\i}}nez Galindo and
                  Mykhaylo Zayats and
                  Ra{\'{u}}l Fern{\'{a}}ndez{-}D{\'{\i}}az and
                  Victor Valls and
                  Gabriele Picco and
                  Cesar Berrospi and
                  Vanessa L{\'{o}}pez},
  title        = {Knowledge Enhanced Representation Learning for Drug Discovery},
  booktitle    = {{AAAI}},
  pages        = {10544--10552},
  publisher    = {{AAAI} Press},
  year         = {2024}
}

@article{DBLP:journals/automatica/ZhukZF23,
  author       = {Sergiy Zhuk and
                  Mykhaylo Zayats and
                  Emilia Fridman},
  title        = {Detectability and global observer design for 2D Navier-Stokes equations
                  with uncertain inputs},
  journal      = {Autom.},
  volume       = {153},
  pages        = {111043},
  year         = {2023}
}

@inproceedings{DBLP:conf/icdh/TchrakianZPHPRZR23,
  author       = {Tigran T. Tchrakian and
                  Mykhaylo Zayats and
                  Alessandra Pascale and
                  Dat Huynh and
                  Pritish Parida and
                  Carla Agurto Rios and
                  Sergiy Zhuk and
                  Jeffrey L. Rogers},
  title        = {A Recommender for the Management of Chronic Pain in Patients Undergoing
                  Spinal Cord Stimulation},
  booktitle    = {{ICDH}},
  pages        = {109--114},
  publisher    = {{IEEE}},
  year         = {2023}
}

@inproceedings{DBLP:conf/icdh/VallsZP23,
  author       = {V{\'{\i}}ctor Valls and
                  Mykhaylo Zayats and
                  Alessandra Pascale},
  title        = {Information Flow in Graph Neural Networks: {A} Clinical Triage Use
                  Case},
  booktitle    = {{ICDH}},
  pages        = {81--87},
  publisher    = {{IEEE}},
  year         = {2023}
}

@inproceedings{DBLP:conf/miccai/ZayatsHCGMJZ23,
  author       = {Mykhaylo Zayats and
                  Christopher Hansen and
                  Ronan A. Cahill and
                  Gareth Gallagher and
                  Ra'ed Malallah and
                  Amit Joshi and
                  Sergiy Zhuk},
  title        = {Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade
                  Cameras},
  booktitle    = {{MICCAI} {(10)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14229},
  pages        = {513--523},
  publisher    = {Springer},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2306-12802,
  author       = {Hoang Thanh Lam and
                  Marco Luca Sbodio and
                  Marcos Mart{\'{\i}}nez Galindo and
                  Mykhaylo Zayats and
                  Ra{\'{u}}l Fern{\'{a}}ndez{-}D{\'{\i}}az and
                  V{\'{\i}}ctor Valls and
                  Gabriele Picco and
                  Cesar Berrospi Ramis and
                  Vanessa L{\'{o}}pez},
  title        = {Otter-Knowledge: benchmarks of multimodal knowledge graph representation
                  learning from different sources for drug discovery},
  journal      = {CoRR},
  volume       = {abs/2306.12802},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2309-03918,
  author       = {Tigran T. Tchrakian and
                  Mykhaylo Zayats and
                  Alessandra Pascale and
                  Dat Huynh and
                  Pritish Parida and
                  Carla Agurto Rios and
                  Sergiy Zhuk and
                  Jeffrey L. Rogers and
                  NAVITAS / ENVISION Studies Physician Author Group and
                  Boston Scientific Research Scientists Consortium},
  title        = {A recommender for the management of chronic pain in patients undergoing
                  spinal cord stimulation},
  journal      = {CoRR},
  volume       = {abs/2309.03918},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2309-06081,
  author       = {V{\'{\i}}ctor Valls and
                  Mykhaylo Zayats and
                  Alessandra Pascale},
  title        = {Information Flow in Graph Neural Networks: {A} Clinical Triage Use
                  Case},
  journal      = {CoRR},
  volume       = {abs/2309.06081},
  year         = {2023}
}

@inproceedings{DBLP:conf/cdc/ZayatsZYZ22,
  author       = {Mykhaylo Zayats and
                  Malgorzata J. Zimon and
                  Kyongmin Yeo and
                  Sergiy Zhuk},
  title        = {Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed
                  Neural Networks},
  booktitle    = {{CDC}},
  pages        = {3377--3382},
  publisher    = {{IEEE}},
  year         = {2022}
}

@article{DBLP:journals/corr/abs-2204-07413,
  author       = {Mykhaylo Zayats and
                  Malgorzata J. Zimon and
                  Kyongmin Yeo and
                  Sergiy Zhuk},
  title        = {Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed
                  Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2204.07413},
  year         = {2022}
}

@inproceedings{DBLP:conf/amia/EpperleinZTZTAO21,
  author       = {Jonathan P. Epperlein and
                  Mykhaylo Zayats and
                  Seshu Tirupathi and
                  Sergiy Zhuk and
                  Tigran T. Tchrakian and
                  Pol Mac Aonghusa and
                  Donal F. O'Shea and
                  Niall P. Hardy and
                  Jeffrey Dalli and
                  Ronan A. Cahill},
  title        = {Practical Perfusion Quantification in Multispectral Endoscopic Video:
                  Using the Minutes after {ICG} Administration to Assess Tissue Pathology},
  booktitle    = {{AMIA}},
  publisher    = {{AMIA}},
  year         = {2021}
}

@inproceedings{DBLP:conf/cdc/ZayatsFZ21,
  author       = {Mykhaylo Zayats and
                  Emilia Fridman and
                  Sergiy Zhuk},
  title        = {Global observer design for Navier-Stokes equations in 2D},
  booktitle    = {{CDC}},
  pages        = {1862--1867},
  publisher    = {{IEEE}},
  year         = {2021}
}

@article{DBLP:journals/jcphy/RagnoliZOZ19,
  author       = {Emanuele Ragnoli and
                  Mykhaylo Zayats and
                  Fearghal O'Donncha and
                  Sergiy Zhuk},
  title        = {Localised sequential state estimation for advection dominated flows
                  with non-Gaussian uncertainty description},
  journal      = {J. Comput. Phys.},
  volume       = {387},
  pages        = {356--375},
  year         = {2019}
}

@inproceedings{DBLP:conf/cdc/RagnoliZZH15,
  author       = {Emanuele Ragnoli and
                  Sergiy Zhuk and
                  Mykhaylo Zayats and
                  Michael Hartnett},
  title        = {Localised filtering for transport models},
  booktitle    = {{CDC}},
  pages        = {449--454},
  publisher    = {{IEEE}},
  year         = {2015}
}

@inproceedings{DBLP:conf/eucc/RagnoliZZH14,
  author       = {Emanuele Ragnoli and
                  Sergiy Zhuk and
                  Mykhaylo Zayats and
                  Michael Hartnett},
  title        = {Domain Decomposition for a linear advection-diffusion equation by
                  means of minimax filtering},
  booktitle    = {{ECC}},
  pages        = {2733--2738},
  publisher    = {{IEEE}},
  year         = {2014}
}