Boris Kozinsky

Presentation History

2024 MRS Fall Meeting & Exhibit

Evaluating the Performance of Equivariant Graph Neural Network Force Fields on Point Defects in Solids

Dec 6, 2024, 11:30 AM

2024 MRS Fall Meeting & Exhibit

Molecular Dynamics of Phase Transformations in Barocaloric Layered Materials

Dec 5, 2024, 8:00 PM

2024 MRS Fall Meeting & Exhibit

Revealing the Proton Slingshot Transport Mechanism in Solid Acid Electrolytes with Machine Learning Molecular Dynamics

Dec 5, 2024, 11:00 AM

2024 MRS Fall Meeting & Exhibit

Towards a Molecular-Level Understanding of Entropy Changes in Layered Barocaloric Materials via Quasielastic Neutron Scattering

Dec 5, 2024, 8:45 AM

2024 MRS Fall Meeting & Exhibit

Unified Differentiable Learning of Electric Response

Dec 4, 2024, 8:00 PM

2024 MRS Fall Meeting & Exhibit

Thermodynamically Informed Multimodal Learning of High-Dimensional Free Energy Models in Molecular Coarse Graining

Dec 4, 2024, 8:00 AM

2024 MRS Fall Meeting & Exhibit

Reaction and Ion Transport at Solid-State Battery Electrode-Electrolyte Interface from Machine Learning Molecular Dynamics

Dec 3, 2024, 8:00 PM

2024 MRS Fall Meeting & Exhibit

Unsupervised Characterization of Interfacial Reaction and Diffusion Mechanisms in ML-Driven Molecular Simulations

Dec 3, 2024, 8:00 PM

2024 MRS Fall Meeting & Exhibit

Learning Physically Constrained Microscopic Interaction Models of Functional Materials

Dec 3, 2024, 3:30 PM

2024 MRS Fall Meeting & Exhibit

Unveiling The Evolution of Charge Density Wave Order in Twisted Bilayers of NbSe2—A Machine Learning Approach

Dec 2, 2024, 4:30 PM

2024 MRS Fall Meeting & Exhibit

Trillion-Atom Exascale Performance Portability of FLARE for Catalysis

Dec 2, 2024, 4:30 PM

2024 MRS Spring Meeting

General Protocol for Training Machine Learning Interatomic Potentials for Ionic Liquids and Battery Solvents

Apr 26, 2024, 4:30 PM

2024 MRS Spring Meeting

Extracting Catalytic Reaction Mechanisms from Large-Scale Simulations Accelerated by Machine Learning Interatomic Potentials

Apr 26, 2024, 2:00 PM

2024 MRS Spring Meeting

Tracing Molecular Reactions and Decomposition Using Machine Learning Force Fields and Active Learning

Apr 26, 2024, 10:45 AM

2024 MRS Spring Meeting

Unraveling The Catalytic Effect of Hydrogen Adsorption on Pt Nanoparticle Shape-Change

Apr 26, 2024, 10:15 AM

2024 MRS Spring Meeting

Understanding The Interplay between Anion Dynamics and Proton Conduction in Solid-Acid Compounds Using Machine Learning Molecular Dynamics

Apr 25, 2024, 5:00 PM

2024 MRS Spring Meeting

Atomistic Dislocation Dynamics Using Bayesian Force Fields

Apr 25, 2024, 2:30 PM

2024 MRS Spring Meeting

Reaction and Ionic Migration at The Electrode-Electrolyte Interface in Solid State Batteries from Machine Learning Molecular Dynamics

Apr 25, 2024, 2:15 PM

2024 MRS Spring Meeting

First-Principles Machine-Learning Quantum Dynamics at 0K in SrTiO3: Light-Induced Ultrafast Ferroelectric Transition

Apr 24, 2024, 2:15 PM

2024 MRS Spring Meeting

Combining Data, Physics and Machine Learning for Accelerating Materials Computations

Apr 24, 2024, 8:30 AM