Maria Chan

Presentation History

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

2019 MRS Spring Meeting

Evidence of Electronically Decoupled Organic and Inorganic Sublattices in Methylammonium Lead Iodide from Infrared Vibrational Excitation

Apr 25, 2019, 3:30 PM

2019 MRS Spring Meeting

Machine Learned Defect Level Predictor for Cd-Based Chalcogenides

Apr 25, 2019, 2:45 PM

2019 MRS Spring Meeting

Point Defect Engineering in Lead-Based Mixed Halide Hybrid Perovskites via First Principles Computations

Apr 24, 2019, 10:30 AM

2018 MRS Spring Meeting

Ultrafast and First Principles Investigations of Carrier and Phonon Dynamics in Perovskite Halides

Apr 6, 2018, 4:15 PM

2018 MRS Spring Meeting

Exploring the Combined Anionic and Cationic Redox Reactivity in the Super Li-Rich Li₅FeO₄ Based High-Energy-Density Cathode Materials

Apr 6, 2018, 2:15 PM

2018 MRS Spring Meeting

Determining Interfacial Structures and Properties Using a Combination of Atomistic Modeling and Characterization

Apr 6, 2018, 8:30 AM

2018 MRS Spring Meeting

Validating Molecular Dynamics and Joint DFT Predictions of Interfacial Water Using X-Ray Reflectivity

Apr 5, 2018, 5:00 PM

2018 MRS Spring Meeting

Inversion of Electron Microscopy Images Using Atomistic Simulations and Machine Learning

Apr 5, 2018, 5:00 PM

2018 MRS Spring Meeting

Composition Engineering of Lead-Based Hybrid Perovskites for Intermediate Band Photovoltaics

Apr 4, 2018, 5:00 PM