Yongtao Liu

Presentation History

2024 MRS Fall Meeting & Exhibit

Multimodal Co-Orchestration to Uncover Structure-Property Relationships in Combinatorial Libraries

Dec 5, 2024, 8:45 AM

2024 MRS Fall Meeting & Exhibit

Bayesian Co-Navigation—Active Learning for Design of Material Digital Twins

Dec 4, 2024, 8:00 PM

2024 MRS Fall Meeting & Exhibit

Pycroscopy and AECroscopy—Reproducible and Open-Source Workflows for Automated Microscopy Experiments

Dec 4, 2024, 9:15 AM

2024 MRS Fall Meeting & Exhibit

Algorithms for Autonomous Experiments—Optimizing Priors and Maximizing Physics Discovery

Dec 3, 2024, 4:30 PM

2024 MRS Fall Meeting & Exhibit

Accelerating Bandgap Discovery in Hybrid Perovskites with Advanced Modeling Techniques

Dec 3, 2024, 9:30 AM

2024 MRS Fall Meeting & Exhibit

Navigating the Microscopic World—Synergy of Human Expertise, ML Efficiency and API Enabled Automation

Dec 3, 2024, 8:30 AM

2024 MRS Fall Meeting & Exhibit

Merging High-Throughput Autonomous Experiments and Machine Learning Supercharge Discovery of Two-Dimensional Halide Perovskites

Dec 3, 2024, 8:15 AM

2023 MRS Fall Meeting

Human-In-The Loop Automated Experiment (hAE)—Explainable ML for Physics Discovery in Microscopy

Nov 30, 2023, 9:30 AM

2023 MRS Fall Meeting

Autonomous Elucidation of Structure-Property Relationships in Ferroelectrics via Humanin the Loop Bayesian Optimization, Reinforcement Learning and Scanning Probe Microscopy

Nov 29, 2023, 4:30 PM

2023 MRS Fall Meeting

Towards Better Guided Experiments and Adaptive Learning with Human-AI Collaborated Bayesian Optimized Active Recommender System

Nov 29, 2023, 10:45 AM

2023 MRS Fall Meeting

Automated Microscopy for Physics Discovery—From High-Throughput to Hypothesis Learning-Driven Experimentation

Nov 27, 2023, 2:00 PM

2022 MRS Fall Meeting

Effects of Cs Doping on Ion Transport in MAPbI₃ Hybrid Perovskite Memristors

Dec 1, 2022, 2:15 PM

2022 MRS Fall Meeting

The Role of SnO₂ Processing on Ionic Migration in Multi-Halide Perovskites

Nov 30, 2022, 8:00 PM

2021 MRS Fall Meeting

Photoinduced Iodide Repulsion and Halides-Demixing in Layered Perovskites

Dec 8, 2021, 1:00 PM

2021 MRS Fall Meeting

Realizing Physical Discovery in Imaging with Machine Learning

Dec 8, 2021, 10:30 AM

2021 MRS Fall Meeting

Unraveling the Hysteretic Behavior at Double Cations-Double Halides Perovskite–Electrode Interfaces

Dec 7, 2021, 9:00 PM

2021 MRS Fall Meeting

Ferroelectric and Charge Transport Properties in Strain-Engineered Two-Dimensional Lead Iodide Perovskites

Dec 7, 2021, 4:15 PM

2021 MRS Fall Meeting

Strain in Metal Halide Perovskites—The Critical Role of A-Cation

Dec 7, 2021, 4:10 PM

2021 MRS Fall Meeting

Disentangling Ferroelectric Wall Dynamics and Identification of Pinning Mechanisms via Deep Learning

Dec 7, 2021, 11:15 AM

2021 MRS Fall Meeting

Conductive Hotspots in Hf0.5Zr0.5O2—An Automated Experiment Investigation

Dec 7, 2021, 9:30 AM