Viatcheslav Gurev

Medicine · Health Sciences

22h-index2.2kcitations77works0.72yr avg
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Research Topics

Cardiac electrophysiology and arrhythmias(28), Cardiovascular Function and Risk Factors(12), Spectroscopy and Laser Applications(12), Laser Design and Applications(12), Cardiac pacing and defibrillation studies(11)

Publications77 total

A standard transformer and attention with linear biases for molecular conformer generation
arXiv (Cornell University)·2025Open Access
BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models
arXiv (Cornell University)·2025Open Access
Inferring Parameters of Pyramidal Neuron Excitability in Mouse Models of Alzheimer’s Disease Using Biophysical Modeling and Deep Learning
Bulletin of Mathematical Biology·2024· 2 citedOpen Access
Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modelling
Royal Society Open Science·2023· 9 citedOpen Access
Author response for "Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modelling"
2023
Inferring parameters of pyramidal neuron excitability in mouse models of Alzheimer’s disease using biophysical modeling and deep learning
2023· 1 citedOpen Access
Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data
Frontiers in Physiology·2021· 26 citedOpen Access
Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action
Journal of Pharmacokinetics and Pharmacodynamics·2021· 19 citedOpen Access
Machine Learning prediction of cardiac resynchronisation therapy response from combination of clinical and model-driven data
2021· 2 citedOpen Access
Effect of Molecular Additives on the Ignition of Methane–Air Mixtures
Combustion Explosion and Shock Waves·2021
Verification of cardiac mechanics software: benchmark problems and solutions for testing active and passive material behaviour
UNC Libraries·2020Open Access
Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modeling
arXiv (Cornell University)·2020· 1 citedOpen Access
Integration of AI and mechanistic modeling in generative adversarial networks for stochastic inverse problems.
arXiv (Cornell University)·2020· 3 citedOpen Access
The ‘Digital Twin’ to enable the vision of precision cardiology
European Heart Journal·2020· 734 citedOpen Access
Model order reduction for left ventricular mechanics via congruency training
PLoS ONE·2020· 8 citedOpen Access
Global Sensitivity Analysis of Ventricular Myocyte Model-Derived Metrics for Proarrhythmic Risk Assessment
Frontiers in Pharmacology·2019· 19 citedOpen Access
Model order reduction for left ventricular mechanics via congruency training
2019Open Access
Intrinsic structure of model-derived metrics for <i>in silico</i> proarrhytmic risk assessment identified by global sensitivity analysis
2019· 4 citedOpen Access
Gaussian Process Regressions for Inverse Problems and Parameter Searches in Models of Ventricular Mechanics
Frontiers in Physiology·2018· 43 citedOpen Access
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables
2018· 6 cited
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Frequent Co-authors

Natalia A. Trayanova(21), Jason Constantino(13), John Jeremy Rice(11), James Kozloski(9), Jaimit Parikh(8), Svyatoslav Khamzin(5), Timothy Rumbell(5), Hermenegild Arevalo(4), Jean‐Luc Fattebert(4), J. H. Magerlein(4), David F. Richards(4), Yuxuan Hu(4), Paolo Di Achille(4), Olga Solovyova(4), Matthias Reumann(4), Paolo DiAchille(3), James N. Glosli(3), Erik W. Draeger(3), A.A. Mirin(3), William D. Krauss(3)