Mykhaylo Zayats

20 papers A* 1Misc 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models.
CoRR
Cécile Rousseau, Samuel Jackson, Rodrigo Ordonez-Hurtado, Nicola C. Amorisco, Tobia Boschi, George K. Holt, Andrea Loreti, Eszter Székely, Alexander Whittle, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Sue Thorne, Mykhaylo Zayats
2026 J jnl
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics.
CoRR
Tobia Boschi, Andrea Loreti, Nicola C. Amorisco, Rodrigo Ordonez-Hurtado, Cécile Rousseau, George K. Holt, Eszter Székely, Alexander Whittle, Samuel Jackson, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Vassil Alexandrov, Mykhaylo Zayats
2025 J jnl
Enhancing foundation models for scientific discovery via multimodal knowledge graph representations.
J. Web Semant.
Vanessa López, Thanh Lam Hoang, Marcos Martínez Galindo, Raúl Fernández-Díaz, Marco Luca Sbodio, Rodrigo Ordonez-Hurtado, Mykhaylo Zayats, Natasha Mulligan, Joao H. Bettencourt-Silva
2025 — conf
Leveraging Contrast Agent Kinetics for Robust Reflectance Mode Fluorescence Tomography.
ISBI
Mariella Kast, Mykhaylo Zayats, Shayan Shafiee, Sergiy Zhuk, Jan S. Hesthaven, Amit Joshi
2025 J jnl
WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks.
CoRR
Jana Vatter, Mykhaylo Zayats, Marcos Martínez Galindo, Vanessa López, Ruben Mayer, Hans-Arno Jacobsen, Hoang Thanh Lam
2024 A* conf
Knowledge Enhanced Representation Learning for Drug Discovery.
AAAI
Thanh Lam Hoang, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Victor Valls, Gabriele Picco, Cesar Berrospi, Vanessa López
2023 — conf
A Recommender for the Management of Chronic Pain in Patients Undergoing Spinal Cord Stimulation.
ICDH
Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers
2023 J jnl
A recommender for the management of chronic pain in patients undergoing spinal cord stimulation.
CoRR
Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers, NAVITAS / ENVISION Studies Physician Author Group, Boston Scientific Research Scientists Consortium
2023 J jnl
Detectability and global observer design for 2D Navier-Stokes equations with uncertain inputs.
Autom.
Sergiy Zhuk, Mykhaylo Zayats, Emilia Fridman
2023 — conf
Information Flow in Graph Neural Networks: A Clinical Triage Use Case.
ICDH
Víctor Valls, Mykhaylo Zayats, Alessandra Pascale
2023 J jnl
Information Flow in Graph Neural Networks: A Clinical Triage Use Case.
CoRR
Víctor Valls, Mykhaylo Zayats, Alessandra Pascale
2023 J jnl
Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery.
CoRR
Hoang Thanh Lam, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Víctor Valls, Gabriele Picco, Cesar Berrospi Ramis, Vanessa López
2023 — conf
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras.
MICCAI (10)
Mykhaylo Zayats, Christopher Hansen, Ronan A. Cahill, Gareth Gallagher, Ra'ed Malallah, Amit Joshi, Sergiy Zhuk
2022 — conf
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks.
CDC
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
2022 J jnl
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks.
CoRR
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
2021 — conf
Global observer design for Navier-Stokes equations in 2D.
CDC
Mykhaylo Zayats, Emilia Fridman, Sergiy Zhuk
2021 Misc conf
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology.
AMIA
Jonathan P. Epperlein, Mykhaylo Zayats, Seshu Tirupathi, Sergiy Zhuk, Tigran T. Tchrakian, Pol Mac Aonghusa, Donal F. O'Shea, Niall P. Hardy, Jeffrey Dalli, Ronan A. Cahill
2019 J jnl
Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description.
J. Comput. Phys.
Emanuele Ragnoli, Mykhaylo Zayats, Fearghal O'Donncha, Sergiy Zhuk
2015 — conf
Localised filtering for transport models.
CDC
Emanuele Ragnoli, Sergiy Zhuk, Mykhaylo Zayats, Michael Hartnett
2014 — conf
Domain Decomposition for a linear advection-diffusion equation by means of minimax filtering.
ECC
Emanuele Ragnoli, Sergiy Zhuk, Mykhaylo Zayats, Michael Hartnett