Boris Kozinsky

Massachusetts Institute of Technology

United States

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Articles (18)

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2025

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2022

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2022

Collaborators (6)

Julia Yang

Assistant Professor

Georgia Tech

UNITED STATES

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Christoph Ortner

CANADA

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J. Anibal Boscoboinik

Adjunct Professor

Stony Brook University

UNITED STATES

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Ah-Hyung Alissa Park

Columbia University

UNITED STATES

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Joanna Aizenberg

Harvard University

UNITED STATES

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Venkatasubramanian Viswanathan

Associate Professor

Carnegie Mellon University

UNITED STATES

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Boris Kozinsky

Research Interests

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Articles (18)

Room-Temperature Decomposition of the Ethaline Deep Eutectic Solvent

The design space of E(3)-equivariant atom-centred interatomic potentials

Nonequilibrium Quantum Dynamics in SrTiO3 under Impulsive THz Radiation with machine learning

Unified differentiable learning of electric response

Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction Potentials

Training Machine-Learned Density Functionals on Band Gaps

Nonlocal machine-learned exchange functional for molecules and solids

Uncertainty driven active learning of coarse grained free energy models

Flexible fluid-based encapsulation platform for water-sensitive materials

Advancing molecular simulation with equivariant interatomic potentials

Theory of Cation Solvation and Ionic Association in Nonaqueous Solvent Mixtures

Uncertainty-aware molecular dynamics from Bayesian active learning for phase transformations and thermal transport in SiC

Learning local equivariant representations for large-scale atomistic dynamics

Dynamical Study of Adsorbate-Induced Restructuring Kinetics in Bimetallic Catalysts Using the PdAu(111) Model System

Atomic-Scale STEM Analysis Shows Structural Changes of Au–Pd Nanoparticles in Various Gaseous Environments

Active learning of reactive Bayesian force fields applied to heterogeneous catalysis dynamics of H/Pt

Anomalous Thermoelectric Transport Phenomena from First‐Principles Computations of Interband Electron–Phonon Scattering

Phoebe: a high-performance framework for solving phonon and electron Boltzmann transport equations

Collaborators (6)

Julia Yang

Christoph Ortner

J. Anibal Boscoboinik

Ah-Hyung Alissa Park

Joanna Aizenberg

Venkatasubramanian Viswanathan

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