Maria Chan

Presentation History

2022 MRS Spring Meeting

Semantic Segmentation for Analysis of Melting of Nanoscale Ice via Convolutional Neural Networks

May 12, 2022, 11:00 AM

2022 MRS Spring Meeting

Comparison of Simulation Approaches for Thermal Transport Properties

May 12, 2022, 10:30 AM

2022 MRS Spring Meeting

First-Principles Study of Borophene-Boride Hetero-Structures

May 12, 2022, 8:30 AM

2022 MRS Spring Meeting

Machine Learning Defect Properties of Semiconductors

May 11, 2022, 3:00 PM

2022 MRS Spring Meeting

Synthesis of Borophane Polymorphs via Hydrogenation of Borophene

May 10, 2022, 5:00 PM

2022 MRS Spring Meeting

MaterialEyes—Acceleration of Materials Characterization Insights with Scientific Literature

May 10, 2022, 4:00 PM

2022 MRS Spring Meeting

ML+Modeling for Materials Characterization and Design

May 10, 2022, 1:30 PM

2022 MRS Spring Meeting

Fully Automated Nanoscale to Atomistic Structure from Theory and X-Ray Spectroscopy Experiments

May 9, 2022, 2:30 PM

2022 MRS Spring Meeting

Automated Framework for the Inversion of Experimental Data to Atomistic Structure Using Computer Vision and Multi-Objective Evolutionary Algorithms

May 8, 2022, 11:00 AM

2021 MRS Fall Meeting

Unsupervised Machine Learning for Spatio-Temporal Characterization of Ultrafast Electron Microscopy Datasets

Dec 8, 2021, 9:15 AM

2021 MRS Fall Meeting

Deep Learning Enables Crystallographic Information from Electron Diffraction Images

Dec 7, 2021, 11:30 AM

2021 MRS Fall Meeting

Joint Property-Process Optimization of Halide Perovskites: Active Learning on Computed Property Manifolds in High-Throughput Experiments

Dec 1, 2021, 2:45 PM

2021 MRS Fall Meeting

Tuning Optoelectronic Properties of Semiconductors with First Principles Modeling and Machine Learning

Nov 30, 2021, 2:45 PM

2021 MRS Fall Meeting

AI-Driven Design of High Entropy Halide Perovskite Alloys

Nov 29, 2021, 4:00 PM

2021 MRS Spring Meeting

Determining Surface and Interfacial Structures—The Convergence of Computation, Experiments and Machine Learning

Apr 22, 2021, 10:30 AM

2019 MRS Fall Meeting

A General Machine Learning Framework for Impurity Level Prediction in Semiconductors

Dec 3, 2019, 8:00 PM

2019 MRS Fall Meeting

First Principles Modeling of Water-Induced Polymer Encapsulant Degradation in Silicon Modules

Dec 3, 2019, 4:15 PM

2019 MRS Fall Meeting

Determining Nanoscale Structures from Experimental Data Using FANTASTX

Dec 2, 2019, 3:45 PM

2019 MRS Fall Meeting

Stabilization of Tellurene—A New Group VI 2D Material

Dec 2, 2019, 11:15 AM

2019 MRS Fall Meeting

Impurity and Dynamic Properties of Perovskites from First Principles

Dec 2, 2019, 9:00 AM