Sergei Kalinin

Presentation History

2025 MRS Spring Meeting & Exhibit

Predicting the Effect of Temperature on the Assembly of Gold Nanoparticles Functionalized with Elastin-Like Polypeptides via Dual Variational Autoencoders

Apr 10, 2025, 9:00 AM

2025 MRS Spring Meeting & Exhibit

Learning and Predicting the Structure-Property Relationship of Plasmonic Gold Nanoparticles and Assemblies via Dual Variational Autoencoder

Apr 8, 2025, 11:30 AM

2024 MRS Fall Meeting & Exhibit

Active Learning for the Hybrid Perovskite Discovery—Co-Navigating the Literature and Experimental Synthesis

Dec 5, 2024, 8:00 PM

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

High Throughput Characterization of Combinatorial Library Based on SPM Based with LLMs, Self-Tuning and Reward-Driven Automation

Dec 4, 2024, 8:00 PM

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

Reward Driven Image Analysis Workflows in Automated Electron Microscopy

Dec 4, 2024, 4:45 PM

2024 MRS Fall Meeting & Exhibit

Fully Automated Scanning Probe Microscope Based on Reward Driven Workflows

Dec 4, 2024, 8:45 AM

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

2024 MRS Fall Meeting & Exhibit

High-Throughput Screening from Binary Combinatorial Library of Zero-Dimensional Lead-Free Halide Perovskites for Photocatalysis

Dec 2, 2024, 4:45 PM

2024 MRS Fall Meeting & Exhibit

Materials Optimization and Physics Discovery via Automated Scanning Probe Microscopy of Combinatorial Libraries

Dec 2, 2024, 10:30 AM

2024 MRS Spring Meeting & Exhibit

Leveraging Physics and Machine Learning to Predict Battery Aging

Apr 23, 2024, 2:30 PM

2023 MRS Fall Meeting & Exhibit

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

Nov 30, 2023, 3:15 PM

2023 MRS Fall Meeting & Exhibit

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

Nov 30, 2023, 9:30 AM

2023 MRS Fall Meeting & Exhibit

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 & Exhibit

How Adding Bromine to Cs-FA Lead Halide Perovskites Changes Crystallinity, Phase Segregation and Stability as a Function of Temperature

Nov 29, 2023, 4:00 PM

2023 MRS Fall Meeting & Exhibit

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 & Exhibit

Using Reinforcement Learning for Manipulating and Synthesizing Thin Films

Nov 28, 2023, 1:45 PM