Rama Vasudevan

Presentation History

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

Machine Learning-Driven Automated Aberration Correction on Scanning Transmission Electron Microscopes

Dec 4, 2024, 2:00 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

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

Real-Time Machine Learning Aided Feature Characterization in Scanning Transmission Electron Microscopy (STEM) Images of MoS₂

Dec 2, 2024, 11:15 AM

2023 MRS Fall Meeting

Deep Learning for Improving Piezoresponse Force Microscopy Sensitivity for Weak Ferroelectrics

Dec 5, 2023, 9:15 AM

2023 MRS Fall Meeting

Bits to Atoms and Atoms to Bits: Atomic Fabrication in Electron Microscopy

Nov 30, 2023, 3:15 PM

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

Automating Convergence of STM Controls using Bayesian Optimization

Nov 29, 2023, 5:15 PM

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

Using Reinforcement Learning for Manipulating and Synthesizing Thin Films

Nov 28, 2023, 1:45 PM

2023 MRS Fall Meeting

High Speed Mapping of Surface Charge Dynamics via Sparse Scanning Kelvin Probe Force Microscopy

Nov 28, 2023, 9:15 AM

2023 MRS Fall Meeting

Autonomous Synthesis of Thin Films with Pulsed Laser Deposition Enabled by In Situ Diagnostics and Characterization

Nov 27, 2023, 4:30 PM

2023 MRS Fall Meeting

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

Nov 27, 2023, 2:00 PM

2023 MRS Spring Meeting

Identifying Local Structural Features to Characterize Phase Transitions and Energy Landscape in the Thiophosphate Ferroelectric Sn₂P₂S₆

Apr 13, 2023, 5:00 PM

2023 MRS Spring Meeting

Direct Observation of Strain-Induced Ferroaxial Transition in Quasi-1D BaTiS₃

Apr 11, 2023, 2:00 PM

2022 MRS Fall Meeting

Characterizing and Exploiting Topological and Point Defects in Ferroelectric Thin Films—Optimizing Electromechanical Response and Investigating Energy Landscapes with Automated Experiments

Dec 1, 2022, 3:45 PM

2022 MRS Fall Meeting

BaTiO₃Nanostructures on Si Fabricated by Neon Ion Milling

Nov 28, 2022, 4:00 PM