Nicola Molinari

Presentation History

2024 MRS Fall Meeting & Exhibit

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

Dec 5, 2024, 11:15 AM

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

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

Apr 25, 2024, 5:00 PM

2023 MRS Fall Meeting

Bioinspired Liquid Encapsulation Platform for Protection of Optoelectronic Devices

Dec 1, 2023, 8:00 AM

2023 MRS Fall Meeting

Rotation Assisted Proton Conduction Mechanism in Solid Acid Compounds using Machine Learning Molecular Dynamics

Nov 30, 2023, 9:15 AM

2023 MRS Fall Meeting

Learning the Interatomic Potential of Ionic Liquids and Salt-In-Ionic Liquids with Machine Learning

Nov 28, 2023, 11:45 AM

2023 MRS Spring Meeting

Uncertainty Aware Active Learning of Coarse Grained Free Energy Models

Apr 12, 2023, 4:00 PM

2023 MRS Spring Meeting

Progress in Equivariant Deep Learning Interatomic Potentials—Allegro and NequIP

Apr 12, 2023, 3:30 PM

2022 MRS Fall Meeting

Improving the Robustness of Deep Learning Interatomic Potentials for Molecular Dynamics

Dec 1, 2022, 3:30 PM

2022 MRS Fall Meeting

Transferable Coarse Grained Potentials Enabled by Gaussian Process Regression and Active Learning

Nov 29, 2022, 2:30 PM

2022 MRS Spring Meeting

Large-Scale Dynamics Simulations of Complex Liquid Electrolytes with NequIP Equivariant Machine Learning

May 13, 2022, 9:00 AM

2022 MRS Spring Meeting

NequIP—Equivariance Enables Machine Learning Interatomic Potentials at Unprecedented Sample Efficiency and Accuracy

May 10, 2022, 9:00 AM

2022 MRS Spring Meeting

Spectral Denoising for Accelerated Analysis of Correlated Ionic Transport

May 9, 2022, 11:00 AM

2021 MRS Fall Meeting

Neural Equivariant Interatomic Potentials for Large-Scale Electrolyte Simulations

Dec 2, 2021, 3:15 PM

2021 MRS Fall Meeting

NequIP—E(3)-Equivariant Convolutions Enable Sample-Efficient, Scalable and Highly Accurate Machine Learning Interatomic Potentials

Dec 2, 2021, 1:45 PM

2021 MRS Fall Meeting

Spectral Denoising for Accelerated Analysis of Correlated Ionic Transport

Dec 2, 2021, 11:00 AM

2021 MRS Fall Meeting

Fluorinated Elastomers as Soft and Long-Lived Dielectrics for Scalable Brain-Machine Interfaces

Nov 30, 2021, 4:30 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 Spring Meeting

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

Apr 22, 2021, 2:10 PM

2019 MRS Fall Meeting

Automated Coarse Graining Procedure for Molecular Dynamics, Preserving Rare Events

Dec 5, 2019, 4:30 PM