SL
Sergey Litvinov
physics.comp-phphysics.flu-dyncs.NAmath.NAcs.CEcs.LGBrain Neoplasmsphysics.med-phAlzheimer DiseaseAlzheimer’s disease
On Valency
published · living versionsW_gu2ewyu2·v1 · currentpublished
Data Driven Modeling of a Magnetic Newton's Cradle using the Optimization of a Discrete Loss
with Dimitris Koumoutsakos
1 version
Preprints & journals
27 papers in the corpus · 2006–2026Optimized mechano-fluidic metamaterials inspired by deep-sea sponges.42086554 · Meier, Timon, Litvinov, Sergey, Li, Runxuan et al.2026 · 1 citationNature communications. 2026;17(1)
Prediction of Extreme Events in Multiscale Simulations of Geophysical Turbulence using Reinforcement Learning2603.03351v1 · Yifei Guan, Lucas Amoudruz, Sergey Litvinov et al.2026 · 0 citationsarXiv
Scalable, Cloud-Based Simulations of Blood Flow and Targeted Drug Delivery in Retinal Capillaries2512.02090v1 · Lucas Amoudruz, Sergey Litvinov, Riccardo Murri et al.2025 · 1 citationarXiv
Bayesian Inference for PDE-based Inverse Problems using the Optimization of a Discrete Loss2510.15664v2 · Lucas Amoudruz, Sergey Litvinov, Costas Papadimitriou et al.2025 · 3 citationsarXiv
Data-Driven Discovery of Interpretable Kalman Filter Variants through Large Language Models and Genetic Programming2508.11703v2 · Vasileios Saketos, Sebastian Kaltenbach, Sergey Litvinov et al.2025 · 1 citationarXiv
Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss.40593490 · Balcerak, Michal, Weidner, Jonas, Karnakov, Petr et al.2025 · 11 citationsNature communications. 2025;16(1):5982
Optimal Lattice Boltzmann Closures through Multi-Agent Reinforcement Learning2504.14422v1 · Paul Fischer, Sebastian Kaltenbach, Sergey Litvinov et al.2025 · 0 citationsarXiv
A Learnable Prior Improves Inverse Tumor Growth Modeling.38495563 · Weidner, Jonas, Ezhov, Ivan, Balcerak, Michal et al.2025 · 10 citationsArXiv. 2024
Inertial Focusing of Spherical Particles: The Effects of Rotational Motion2408.09552v2 · Dmitry Alexeev, Sergey Litvinov, Athena Economides et al.2024 · 4 citationsarXiv
Quantitative 3D histochemistry reveals region-specific amyloid-β reduction by the antidiabetic drug netoglitazone.39185170 · Catto, Francesca, Dadgar-Kiani, Ehsan, Kirschenbaum, Daniel et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2024
Engineering Toxoplasma gondii secretion systems for intracellular delivery of multiple large therapeutic proteins to neurons.39075233 · Bracha, Shahar, Johnson, Hannah J, Pranckevicius, Nicole A et al.2024 · 29 citationsNature microbiology. 2024;9(8):2051-2072
Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning2404.02171v2 · Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos2024 · 6 citationsarXiv
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks.38250513 · Karnakov, Petr, Litvinov, Sergey, Koumoutsakos, Petros2024 · 66 citationsPNAS nexus. 2024;3(1):pgae005
Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss2312.05063v4 · Michal Balcerak, Jonas Weidner, Petr Karnakov et al.2023 · 5 citationsarXiv
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation.37486579 · Karnakov, Petr, Litvinov, Sergey, Koumoutsakos, Petros2026 · 17 citationsThe European physical journal. E, Soft matter. 2023;46(7):59
Computing foaming flows across scales: From breaking waves to microfluidics.35108038 · Karnakov, Petr, Litvinov, Sergey, Koumoutsakos, Petros2023 · 27 citationsScience advances. 2022;8(5):eabm0590
Mirheo: High-Performance Mesoscale Simulations for Microfluidics1911.04712v1 · Dmitry Alexeev, Lucas Amoudruz, Sergey Litvinov et al.2019 · 18 citationsarXiv
A hybrid particle volume-of-fluid method for curvature estimation in multiphase flows1906.00314v2 · Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos2019 · 32 citationsarXiv
Bending models of lipid bilayer membranes: spontaneous curvature and area-difference elasticity1905.00240v1 · Xin Bian, Sergey Litvinov, Petros Koumoutsakos2019 · 50 citationsarXiv
Determination of macroscopic transport coefficients of a dissipative particle dynamics solvent.26871186 · Azarnykh, Dmitrii, Litvinov, Sergey, Bian, Xin et al.2016 · 4 citationsPhysical review. E. 2016;93(1):013302
Numerical simulation of tethered DNA in shear flow.21508485 · Litvinov, S, Hu, X Y, Adams, N A2011 · 18 citationsJournal of physics. Condensed matter : an Institute of Physics journal. 2011;23(18):184118
Particle-layering effect in wall-bounded dissipative particle dynamics.21230751 · Litvinov, Sergey, Ellero, Marco, Hu, Xiangyu et al.2011 · 12 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2010;82(6 Pt 2):066704
Self-diffusion coefficient in smoothed dissipative particle dynamics.19154012 · Litvinov, Sergey, Ellero, Marco, Hu, Xiangyu et al.2009 · 42 citationsThe Journal of chemical physics. 2009;130(2):021101
Smoothed dissipative particle dynamics model for polymer molecules in suspension.18643393 · Litvinov, Sergey, Ellero, Marco, Hu, Xiangyu et al.2008 · 64 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2008;77(6 Pt 2):066703
Consistent approach to adsorption thermodynamics on heterogeneous surfaces using different empirical energy distribution models.16952242 · Xia, Xinyu, Litvinov, Sergey, Muhler, Martin2007 · 58 citationsLangmuir : the ACS journal of surfaces and colloids. 2006;22(19):8063-70
Coverage-dependent kinetics and thermodynamics of carbon monoxide adsorption on a ternary copper catalyst derived from static adsorption microcalorimetry.16623526 · Xia, Xinyu, Naumann d'Alnoncourt, Raoul, Strunk, Jennifer et al.2007 · 20 citationsThe journal of physical chemistry. B. 2006;110(16):8409-15
Microkinetic modeling of CO TPD spectra using coverage dependent microcalorimetric heats of adsorption.16633640 · Strunk, J, Naumann d'Alnoncourt, R, Bergmann, M et al.2006 · 11 citationsPhysical chemistry chemical physics : PCCP. 2006;8(13):1556-65
Career total: 69 works. 27 are in this corpus.
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