Boris Kozinsky

Presentation History

2021 MRS Fall Meeting

Fast Simulations of Thermal Transport in Complex Materials Using Machine Learning and Bayesian Force Fields

Nov 30, 2021, 3:00 PM

2021 MRS Fall Meeting

Active Learning of Many Body Coarse Grained Potentials with Gaussian Process Regression

Nov 30, 2021, 2:15 PM

2021 MRS Fall Meeting

First-Principles Calculation of Nernst Effects in Complex Band Structures

Nov 30, 2021, 2:00 PM

2021 MRS Fall Meeting

Decoding Reactive Structures in Dilute Alloy Catalysts

Nov 30, 2021, 1:30 PM

2021 MRS Fall Meeting

Benchmarking Descriptors, Models and Systems for Many-Body Machine Learned Force Fields in Molten Transition Metals

Nov 30, 2021, 11:15 AM

2021 MRS Fall Meeting

Transferable Models and Efficient Nonlocal Descriptors for Machine Learning Exchange-Correlation Functionals

Nov 29, 2021, 9:30 AM

2021 MRS Spring Meeting

From Atomistic Understanding of Correlation and Transport to Solid Polymer Electrolyte Design

Apr 22, 2021, 2:10 PM

2021 MRS Spring Meeting

Ion Clustering in Electrolytes—Implications on Electrochemical Stability and Transport Properties

Apr 22, 2021, 1:00 PM

2021 MRS Spring Meeting

Automated Training of Many-Body Machine Learned Force Fields

Apr 20, 2021, 12:55 PM

2021 MRS Spring Meeting

Fast Simulations of Thermal Transport in Complex Materials using Machine Learning and Bayesian Force Fields

Apr 19, 2021, 10:55 AM

2021 MRS Spring Meeting

Fast Bayesian Force Fields from Active Learning—Study of Inter-Dimensional Transformation of Stanene

Apr 18, 2021, 11:00 AM

2019 MRS Fall Meeting

Automated Coarse Graining Procedure for Molecular Dynamics, Preserving Rare Events

Dec 5, 2019, 4:30 PM

2019 MRS Fall Meeting

Role of Solvent-Anion Charge Transfer in Oxidative Degradation of Battery Electrolytes

Dec 4, 2019, 4:45 PM

2019 MRS Fall Meeting

Learning Collective Variables for Enhanced Sampling with a Multi-Task Neural Network

Dec 3, 2019, 4:45 PM

2019 MRS Fall Meeting

From Atomistic Understanding of Correlation and Transport to Design of Next-Generation Ionic Liquid-Based Electrolytes

Dec 3, 2019, 4:30 PM

2019 MRS Fall Meeting

Bayesian Active Learning of Gaussian Process Weight Force Fields—Application to Stability of 2D Materials

Dec 3, 2019, 4:30 PM

2019 MRS Fall Meeting

Thermoelectric Properties of Half-Heusler TaFeSb

Dec 3, 2019, 2:45 PM

2019 MRS Fall Meeting

Predicting Thermoelectric Transport from First-Principles Electron-Phonon Dynamics

Dec 3, 2019, 11:15 AM

2019 MRS Fall Meeting

Learning Direct, Symmetry-Preserving and Efficient Force-Fields with Tensor-Field Neural Networks

Dec 3, 2019, 9:45 AM

2019 MRS Fall Meeting

On-the-Fly Bayesian Active Learning of Interpretable Force Fields for Atomistic Rare Events

Dec 3, 2019, 9:30 AM